M2SGD: Learning to Learn Important Weights (English)
- New search for: Kuo, Nicholas I-Hsien
- New search for: Harandi, Mehrtash
- New search for: Fourrier, Nicolas
- New search for: Walder, Christian
- New search for: Ferraro, Gabriela
- New search for: Suominen, Hanna
- New search for: Kuo, Nicholas I-Hsien
- New search for: Harandi, Mehrtash
- New search for: Fourrier, Nicolas
- New search for: Walder, Christian
- New search for: Ferraro, Gabriela
- New search for: Suominen, Hanna
In:
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
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957-964
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2020
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ISBN:
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ISSN:
- Conference paper / Electronic Resource
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Title:M2SGD: Learning to Learn Important Weights
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Contributors:Kuo, Nicholas I-Hsien ( author ) / Harandi, Mehrtash ( author ) / Fourrier, Nicolas ( author ) / Walder, Christian ( author ) / Ferraro, Gabriela ( author ) / Suominen, Hanna ( author )
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Published in:
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Publisher:
- New search for: IEEE
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Publication date:2020-06-01
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Size:395222 byte
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ISBN:
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ISSN:
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DOI:
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Type of media:Conference paper
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Type of material:Electronic Resource
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Language:English
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Source:
Table of contents conference proceedings
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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Face Recognition: Too Bias, or Not Too Bias?Robinson, Joseph P / Livitz, Gennady / Henon, Yann / Qin, Can / Fu, Yun / Timoner, Samson et al. | 2020
- 11
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SAM: The Sensitivity of Attribution Methods to HyperparametersBansal, Naman / Agarwal, Chirag / Nguyen, Anh et al. | 2020
- 22
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Revisiting the Evaluation of Uncertainty Estimation and Its Application to Explore Model Complexity-Uncertainty Trade-OffDing, Yukun / Liu, Jinglan / Xiong, Jinjun / Shi, Yiyu et al. | 2020
- 32
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An Analytical Framework for Trusted Machine Learning and Computer Vision Running with BlockchainWang, Tao / Du, Maggie / Wu, Xinmin / He, Taiping et al. | 2020
- 39
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Identity Preserve Transform: Understand What Activity Classification Models Have LearntLyu, Jialing / Qiu, Weichao / Yuille, Alan et al. | 2020
- 48
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Interpreting Interpretations: Organizing Attribution Methods by CriteriaWang, Zifan / Mardziel, Piotr / Datta, Anupam / Fredrikson, Matt et al. | 2020
- 56
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Explaining Failure: Investigation of Surprise and Expectation in CNNsHartley, Thomas / Sidorov, Kirill / Willis, Christopher / Marshall, David et al. | 2020
- 66
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Enhancing Facial Data Diversity with Style-based Face AgingGeorgopoulos, Markos / Oldfield, James / Nicolaou, Mihalis A. / Panagakis, Yannis / Pantic, Maja et al. | 2020
- 75
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Imparting Fairness to Pre-Trained Biased RepresentationsSadeghi, Bashir / Boddeti, Vishnu Naresh et al. | 2020
- 83
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Exploring Racial Bias within Face Recognition via per-subject Adversarially-Enabled Data AugmentationYucer, Seyma / Akcay, Samet / Al-Moubayed, Noura / Breckon, Toby P. et al. | 2020
- 93
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Minimizing Supervision in Multi-label CategorizationRajat / Varshney, Munender / Singh, Pravendra / Namboodiri, Vinay P. et al. | 2020
- 103
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DNDNet: Reconfiguring CNN for Adversarial RobustnessGoel, Akhil / Agarwal, Akshay / Vatsa, Mayank / Singh, Richa / Ratha, Nalini K. et al. | 2020
- 111
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Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural NetworksWang, Haofan / Wang, Zifan / Du, Mengnan / Yang, Fan / Zhang, Zijian / Ding, Sirui / Mardziel, Piotr / Hu, Xia et al. | 2020
- 120
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On Privacy Preserving Anonymization of Finger-selfiesMalhotra, Aakarsh / Chhabra, Saheb / Vatsa, Mayank / Singh, Richa et al. | 2020
- 129
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Bias in Multimodal AI: Testbed for Fair Automatic RecruitmentPena, Alejandro / Serna, Ignacio / Morales, Aythami / Fierrez, Julian et al. | 2020
- 138
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Plug-And-Pipeline: Efficient Regularization for Single-Step Adversarial TrainingS, Vivek B. / Revanur, Ambareesh / Venkat, Naveen / Babu, R. Venkatesh et al. | 2020
- 147
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Attribute Aware Filter-Drop for Bias-Invariant ClassificationNagpal, Shruti / Singh, Maneet / Singh, Richa / Vatsa, Mayank et al. | 2020
- 154
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Privacy Enhanced Decision Tree InferenceSarpatwar, Kanthi / Ratha, Nalini / Nandakumar, Karthik / Shanmugam, Karthikeyan / Rayfield, James T / Pankanti, Sharath / Vaculin, Roman et al. | 2020
- 160
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Dynamic Attention-based Visual OdometryKuo, Xin-Yu / Liu, Chien / Lin, Kai-Chen / Lee, Chun-Yi et al. | 2020
- 170
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Extending Absolute Pose Regression to Multiple ScenesBlanton, Hunter / Greenwell, Connor / Workman, Scott / Jacobs, Nathan et al. | 2020
- 179
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Reconstruct, Rasterize and Backprop: Dense shape and pose estimation from a single imagePokale, Aniket / Aggarwal, Aditya / Jatavallabhula, Krishna Murthy / Madhava Krishna, K. et al. | 2020
- 187
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ViPR: Visual-Odometry-aided Pose Regression for 6DoF Camera LocalizationOtt, Felix / Feigl, Tobias / Loffler, Christoffer / Mutschler, Christopher et al. | 2020
- 199
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Multi-view Self-Constructing Graph Convolutional Networks with Adaptive Class Weighting Loss for Semantic SegmentationLiu, Qinghui / Kampffmeyer, Michael / Jenssen, Robert / Salberg, Arnt-Borre et al. | 2020
- 206
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Reducing the feature divergence of RGB and near-infrared images using Switchable NormalizationYang, Siwei / Yu, Shaozuo / Zhao, Bingchen et al. | 2020
- 212
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The 1st Agriculture-Vision Challenge: Methods and ResultsChiu, Mang Tik / Xu, Xingqian / Wang, Kai / Hobbs, Jennifer / Hovakimyan, Naira / Huang, Thomas S. / Shi, Honghui / Wei, Yunchao / Huang, Zilong / Schwing, Alexander et al. | 2020
- 219
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Finding Berries: Segmentation and Counting of Cranberries using Point Supervision and Shape PriorsAkiva, Peri / Dana, Kristin / Oudemans, Peter / Mars, Michael et al. | 2020
- 229
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Leaf Spot Attention Network for Apple Leaf Disease IdentificationYu, Hee-Jin / Son, Chang-Hwan et al. | 2020
- 238
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Visual 3D Reconstruction and Dynamic Simulation of Fruit Trees for Robotic ManipulationYandun, Francisco / Silwal, Abhisesh / Kantor, George et al. | 2020
- 248
-
Cross-Regional Oil Palm Tree DetectionWu, Wenzhao / Zheng, Juepeng / Fu, Haohuan / Li, Weijia / Yu, Le et al. | 2020
- 258
-
Multi-Stream CNN for Spatial Resource Allocation: a Crop Management ApplicationBarbosa, Alexandre / Marinho, Thiago / Martin, Nicolas / Hovakimyan, Naira et al. | 2020
- 267
-
Effective Data Fusion with Generalized Vegetation Index: Evidence from Land Cover Segmentation in AgricultureSheng, Hao / Chen, Xiao / Su, Jingyi / Rajagopal, Ram / Ng, Andrew et al. | 2020
- 277
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Deep Transfer Learning For Plant Center LocalizationCai, Enyu / Baireddy, Sriram / Yang, Changye / Crawford, Melba / Delp, Edward J. et al. | 2020
- 285
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Segmentation and detection from organised 3D point clouds: a case study in broccoli head detectionLouedec, Justin Le / Montes, Hector A. / Duckett, Tom / Cielniak, Grzegorz et al. | 2020
- 294
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Deep Learning based Corn Kernel ClassificationVelesaca, Henry O. / Mira, Raul / Suarez, Patricia L. / Larrea, Christian X. / Sappa, Angel D. et al. | 2020
- 303
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Improving In-field Cassava Whitefly Pest Surveillance with Machine LearningTusubira, Jeremy Francis / Nsumba, Solomon / Ninsiima, Flavia / Akera, Benjamin / Acellam, Guy / Nakatumba, Joyce / Mwebaze, Ernest / Quinn, John / Oyana, Tonny et al. | 2020
- 310
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Weakly Supervised Learning Guided by Activation Mapping Applied to a Novel Citrus Pest BenchmarkBollis, Edson / Pedrini, Helio / Avila, Sandra et al. | 2020
- 320
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Fine-Grained Recognition in High-throughput PhenotypingLyu, Beichen / Smith, Stuart D. / Cherkauer, Keith A. et al. | 2020
- 330
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A Novel Technique Combining Image Processing, Plant Development Properties, and the Hungarian Algorithm, to Improve Leaf Detection in MaizeKhan, Nazifa Azam / Lyon, Oliver A. S. / Eramian, Mark / McQuillan, Ian et al. | 2020
- 340
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Farm Parcel Delineation Using Spatio-temporal Convolutional NetworksAung, Han Lin / Uzkent, Burak / Burke, Marshall / Lobell, David / Ermon, Stefano et al. | 2020
- 350
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Climate Adaptation: Reliably Predicting from Imbalanced Satellite DataRawal, Ruchit / Pradhan, Prabhu et al. | 2020
- 360
-
C-SURE: Shrinkage Estimator and Prototype Classifier for Complex-Valued Deep LearningChakraborty, Rudrasis / Xing, Yifei / Duan, Minxuan / Yu, Stella X. et al. | 2020
- 368
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SOFEA: A Non-iterative and Robust Optical Flow Estimation Algorithm for Dynamic Vision SensorsLow, Weng Fei / Gao, Zhi / Xiang, Cheng / Ramesh, Bharath et al. | 2020
- 378
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Mosaic Super-resolution via Sequential Feature Pyramid NetworksShoeiby, Mehrdad / Armin, Mohammad Ali / Aliakbarian, Sadegh / Anwar, Saeed / Petersson, Lars et al. | 2020
- 388
-
TherISuRNet - A Computationally Efficient Thermal Image Super-Resolution NetworkChudasama, Vishal / Patel, Heena / Prajapati, Kalpesh / Upla, Kishor / Ramachandra, Raghavendra / Raja, Kiran / Busch, Christoph et al. | 2020
- 398
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Low-Resolution Overhead Thermal Tripwire for Occupancy EstimationCokbas, Mertcan / Ishwar, Prakash / Konrad, Janusz et al. | 2020
- 407
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Unsupervised object detection via LWIR/RGB translationAbbott, Rachael / Robertson, Neil M. / Martinez del Rincon, Jesus / Connor, Barry et al. | 2020
- 416
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FusAtNet: Dual Attention based SpectroSpatial Multimodal Fusion Network for Hyperspectral and LiDAR ClassificationMohla, Satyam / Pande, Shivam / Banerjee, Biplab / Chaudhuri, Subhasis et al. | 2020
- 426
-
A Multi-Level Supervision Model: A novel approach for Thermal Image Super ResolutionKansal, Priya / Nathan, Sabari et al. | 2020
- 432
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Thermal Image Super-Resolution Challenge - PBVS 2020Rivadeneira, Rafael E. / Sappa, Angel D. / Vintimilla, Boris X. / Guo, Lin / Hou, Jiankun / Mehri, Armin / Ardakani, Parichehr Behjati / Patel, Heena / Chudasama, Vishal / Prajapati, Kalpesh et al. | 2020
- 440
-
Low-latency hand gesture recognition with a low resolution thermal imagerVandersteegen, Maarten / Reusen, Wouter / Beeck, Kristof Van / Goedeme, Toon et al. | 2020
- 450
-
High Resolution Radar Dataset for Semi-Supervised Learning of Dynamic ObjectsMostajabi, Mohammadreza / Wang, Ching Ming / Ranjan, Darsh / Hsyu, Gilbert et al. | 2020
- 458
-
Probabilistic Oriented Object Detection in Automotive RadarDong, Xu / Wang, Pengluo / Zhang, Pengyue / Liu, Langechuan et al. | 2020
- 468
-
VIFB: A Visible and Infrared Image Fusion BenchmarkZhang, Xingchen / Ye, Ping / Xiao, Gang et al. | 2020
- 479
-
Fast Human Head and Shoulder Detection Using Convolutional Networks and RGBD DataEl Ahmar, Wassim A. / Erlik Nowruzi, Farzan / Laganiere, Robert et al. | 2020
- 488
-
An Evaluation of Objective Image Quality Assessment for Thermal Infrared Video Tone MappingTeutsch, Michael / Sedelmaier, Simone / Moosbauer, Sebastian / Eilertsen, Gabriel / Walter, Thomas et al. | 2020
- 498
-
Calibrated Vehicle Paint Signatures for Simulating Hyperspectral ImageryMulhollan, Zachary / Rangnekar, Aneesh / Bauch, Timothy / Hoffman, Matthew J. / Vodacek, Anthony et al. | 2020
- 507
-
Unsupervised Ensemble-Kernel Principal Component Analysis for Hyperspectral Anomaly DetectionMerrill, Nicholas / Olson, Colin C. et al. | 2020
- 516
-
Improve Image Codec’s Performance By Variating Post Enhancing Neural Network:Submission of zxw for CLIC2020Li, Ming / Zhang, Yundong / Xia, Changsheng / Zan, Jinwen / Huang, Zhangming / Chen, Dekai / Li, Guoxin / Nie, Jing et al. | 2020
- 520
-
3-D Context Entropy Model for Improved Practical Image CompressionGuo, Zongyu / Wu, Yaojun / Feng, Runsen / Zhang, Zhizheng / Chen, Zhibo et al. | 2020
- 524
-
Ultra Low Bitrate Learned Image Compression by Selective Detail DecodingAkutsu, Hiroaki / Suzuki, Akifumi / Zhong, Zhisheng / Aizawa, Kiyoharu et al. | 2020
- 529
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Learned Video Compression with Feature-level ResidualsFeng, Runsen / Wu, Yaojun / Guo, Zongyu / Zhang, Zhizheng / Chen, Zhibo et al. | 2020
- 533
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Variable Rate Image Compression with Content Adaptive OptimizationGuo, Tiansheng / Wang, Jing / Cui, Ze / Feng, Yihui / Ge, Yunying / Bai, Bo et al. | 2020
- 538
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SR-CL-DMC: P-frame coding with Super-Resolution, Color Learning, and Deep Motion CompensationHo, Man M. / Zhou, Jinjia / He, Gang / Li, Muchen / Li, Lei et al. | 2020
- 543
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Low Bitrate Image Compression with Discretized Gaussian Mixture LikelihoodsCheng, Zhengxue / Sun, Heming / Katto, Jiro et al. | 2020
- 547
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Post-Processing Network Based on Dense Inception Attention for Video CompressionTao, Hao / Qian, Jian / Yu, Li / Wang, Hongkui / Zhang, Wenhao / Li, Zhengang / Wang, Ning / Zeng, Xing et al. | 2020
- 552
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Efficient Context-Aware Lossy Image CompressionXu, Jan / Lytchier, Alex / Cursio, Ciro / Kollias, Dimitrios / Besenbruch, Chri / Zafar, Arsalan et al. | 2020
- 555
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Compression Artifact Removal with Ensemble Learning of Neural NetworksHu, Yueyu / Ma, Haichuan / Liu, Dong / Liu, Jiaying et al. | 2020
- 560
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Joint Learned and Traditional Video Compression for P FrameWang, Zhao / Liao, Ru-Ling / Ye, Yan et al. | 2020
- 565
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Towards the Perceptual Quality Enhancement of Low Bit-rate Compressed ImagesKim, Younhee / Cho, Seunghyun / Lee, Jooyoung / Jeong, Se-Yoon / Choi, Jin Soo / Do, Jihoon et al. | 2020
- 570
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A Hybrid Image Codec with Learned Residual CodingLee, Wei-Cheng / Hang, Hsueh-Ming et al. | 2020
- 575
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Learned Low Bit-rate Image Compression with Adversarial MechanismYang, Jiayu / Yang, Chunhui / Ma, Yi / Liu, Shiyi / Wang, Ronggang et al. | 2020
- 580
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End-to-End Learning for Video Frame Compression with Self-AttentionZou, Nannan / Zhang, Honglei / Cricri, Francesco / Tavakoli, Hamed R. / Lainema, Jani / Aksu, Emre / Hannuksela, Miska / Rahtu, Esa et al. | 2020
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A Training Method for Image Compression Networks to Improve Perceptual Quality of ReconstructionsLee, Jooyoung / Kim, Donghyun / Kim, Younhee / Kwon, Hyoungjin / Kim, Jongho / Lee, Taejin et al. | 2020
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Joint motion and residual information latent representation for P-frame codingda Silva, Renam Castro / Donizete Guerin, Nilson / Sanches, Pedro / Jung, Henrique Costa / Peixoto, Eduardo / Macchiavello, Bruno / Hung, Edson M. / Testoni, Vanessa / Freitas, Pedro Garcia et al. | 2020
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A Video Compression Framework Using an Overfitted Restoration Neural NetworkHe, Gang / Wu, Chang / Li, Lei / Zhou, Jinjia / Wang, Xianglin / Zheng, Yunfei / Yu, Bing / Xie, Weiying et al. | 2020
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P-frame Coding Proposal by NCTU: Parametric Video Prediction through Backprop-based Motion EstimationHo, Yung-Han / Chan, Chih-Chun / Alexandre, David / Peng, Wen-Hsiao / Chang, Chih-Peng et al. | 2020
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An Image Compression Framework with Learning-based FilterSun, Heming / Liu, Chao / Katto, Jiro / Fan, Yibo et al. | 2020
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Low-rate Image Compression with Super-resolution LearningGao, Wei / Tao, Lvfang / Zhou, Linjie / Yang, Dinghao / Zhang, Xiaoyu / Guo, Zixuan et al. | 2020
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End-to-end Optimized Video Compression with MV-Residual PredictionWu, XiangJi / Zhang, Ziwen / Feng, Jie / Zhou, Lei / Wu, Junmin et al. | 2020
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Multi-scale Grouped Dense Network for VVC Intra CodingLi, Xin / Sun, Simeng / Zhang, Zhizheng / Chen, Zhibo et al. | 2020
- 619
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Image Compression with Encoder-Decoder Matched Semantic SegmentationHoang, Trinh Man / Zhou, Jinjia / Fan, Yibo et al. | 2020
- 624
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Variable Rate Image Compression Method with Dead-zone QuantizerZhou, Jing / Nakagawa, Akira / Kato, Keizo / Wen, Sihan / Kazui, Kimihiko / Tan, Zhiming et al. | 2020
- 629
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Adapting JPEG XS gains and priorities to tasks and contentsBrummer, Benoit / de Vleeschouwer, Christophe et al. | 2020
- 634
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Lossy Compression with Distortion Constrained OptimizationRozendaal, Ties van / Sautiere, Guillaume / Cohen, Taco S. et al. | 2020
- 640
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Adversarial Distortion for Learned Video CompressionVeerabadran, Vijay / Pourreza, Reza / Habibian, Amirhossein / Cohen, Taco et al. | 2020
- 645
-
Syntharch: Interactive Image Search with Attribute-Conditioned SynthesisYu, Zac / Kovashka, Adriana et al. | 2020
- 655
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Learning Spatial Relationships between Samples of Patent Image ShapesCastorena, Juan / Bhattarai, Manish / Oyen, Diane et al. | 2020
- 663
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Diagram Image Retrieval using Sketch-Based Deep Learning and Transfer LearningBhattarai, Manish / Oyen, Diane / Castorena, Juan / Yang, Liping / Wohlberg, Brendt et al. | 2020
- 673
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Automatic Digitization of Engineering Diagrams using Deep Learning and Graph SearchMani, Shouvik / Haddad, Michael A. / Constantini, Dan / Douhard, Willy / Li, Qiwei / Poirier, Louis et al. | 2020
- 680
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Structured Query-Based Image Retrieval Using Scene GraphsSchroeder, Brigit / Tripathi, Subarna et al. | 2020
- 685
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Diagram Image Retrieval and Analysis: Challenges and OpportunitiesYang, Liping / Gong, Ming / Asari, Vijayan K. et al. | 2020
- 699
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A Simplified Framework for Zero-shot Cross-Modal Sketch Data RetrievalChaudhuri, Ushasi / Banerjee, Biplab / Bhattacharya, Avik / Datcu, Mihai et al. | 2020
- 707
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ResDepth: Learned Residual Stereo ReconstructionStucker, Corinne / Schindler, Konrad et al. | 2020
- 717
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DALES: A Large-scale Aerial LiDAR Data Set for Semantic SegmentationVarney, Nina / Asari, Vijayan K. / Graehling, Quinn et al. | 2020
- 727
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S2A: Wasserstein GAN with Spatio-Spectral Laplacian Attention for Multi-Spectral Band SynthesisRout, Litu / Misra, Indranil / Moorthi, S Manthira / Dhar, Debajyoti et al. | 2020
- 737
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Density Map Guided Object Detection in Aerial ImagesLi, Changlin / Yang, Taojiannan / Zhu, Sijie / Chen, Chen / Guan, Shanyue et al. | 2020
- 747
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StandardGAN: Multi-source Domain Adaptation for Semantic Segmentation of Very High Resolution Satellite Images by Data StandardizationTasar, Onur / Tarabalka, Yuliya / Giros, Alain / Alliez, Pierre / Clerc, Sebastien et al. | 2020
- 757
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Monte-Carlo Siamese Policy on Actor for Satellite Image Super ResolutionRout, Litu / Shah, Saumyaa / Moorthi, S Manthira / Dhar, Debajyoti et al. | 2020
- 768
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SpaceNet 6: Multi-Sensor All Weather Mapping DatasetShermeyer, Jacob / Hogan, Daniel / Brown, Jason / Van Etten, Adam / Weir, Nicholas / Pacifici, Fabio / Hansch, Ronny / Bastidas, Alexei / Soenen, Scott / Bacastow, Todd et al. | 2020
- 778
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FGCN: Deep Feature-based Graph Convolutional Network for Semantic Segmentation of Urban 3D Point CloudsAli Khan, Saqib / Shi, Yilei / Shahzad, Muhammad / Xiang Zhu, Xiao et al. | 2020
- 788
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Meta-Learning for Few-Shot Land Cover ClassificationRuswurm, Marc / Wang, Sherrie / Korner, Marco / Lobell, David et al. | 2020
- 797
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Toronto-3D: A Large-scale Mobile LiDAR Dataset for Semantic Segmentation of Urban RoadwaysTan, Weikai / Qin, Nannan / Ma, Lingfei / Li, Ying / Du, Jing / Cai, Guorong / Yang, Ke / Li, Jonathan et al. | 2020
- 807
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Deep Regression for Imaging Solar Magnetograms using Pyramid Generative Adversarial NetworksAlshehhi, Rasha et al. | 2020
- 816
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Multi-Image Super-Resolution for Remote Sensing using Deep Recurrent NetworksRifat Arefin, Md / Michalski, Vincent / St-Charles, Pierre-Luc / Kalaitzis, Alfredo / Kim, Sookyung / Kahou, Samira E. / Bengio, Yoshua et al. | 2020
- 826
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RasterNet: Modeling Free-Flow Speed using LiDAR and Overhead ImageryHadzic, Armin / Blanton, Hunter / Song, Weilian / Chen, Mei / Workman, Scott / Jacobs, Nathan et al. | 2020
- 835
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Sen1Floods11: a georeferenced dataset to train and test deep learning flood algorithms for Sentinel-1Bonafilia, Derrick / Tellman, Beth / Anderson, Tyler / Issenberg, Erica et al. | 2020
- 846
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HIDeGan: A Hyperspectral-guided Image Dehazing GANMehta, Aditya / Sinha, Harsh / Narang, Pratik / Mandal, Murari et al. | 2020
- 857
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Removal of Image Obstacles for Vehicle-mounted Surrounding Monitoring Cameras by Real-time Video InpaintingHirohashi, Yoshihiro / Narioka, Kenichi / Suganuma, Masanori / Liu, Xing / Tamatsu, Yukimasa / Okatani, Takayuki et al. | 2020
- 867
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A new multimodal RGB and polarimetric image dataset for road scenes analysisBlin, Rachel / Ainouz, Samia / Canu, Stephane / Meriaudeau, Fabrice et al. | 2020
- 877
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Implicit Euler ODE Networks for Single-Image DehazingShen, Jiawei / Li, Zhuoyan / Yu, Lei / Xia, Gui-Song / Yang, Wen et al. | 2020
- 887
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Lifelong Machine Learning with Deep Streaming Linear Discriminant AnalysisHayes, Tyler L. / Kanan, Christopher et al. | 2020
- 897
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Cognitively-Inspired Model for Incremental Learning Using a Few ExamplesAyub, Ali / Wagner, Alan R. et al. | 2020
- 907
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Continual Learning of Object InstancesParshotam, Kishan / Kilickaya, Mert et al. | 2020
- 915
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Generative Feature Replay For Class-Incremental LearningLiu, Xialei / Wu, Chenshen / Menta, Mikel / Herranz, Luis / Raducanu, Bogdan / Bagdanov, Andrew D. / Jui, Shangling / van de Weijer, Joost et al. | 2020
- 925
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Stream-51: Streaming Classification and Novelty Detection from VideosRoady, Ryne / Hayes, Tyler L. / Vaidya, Hitesh / Kanan, Christopher et al. | 2020
- 935
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CatNet: Class Incremental 3D ConvNets for Lifelong Egocentric Gesture RecognitionWang, Zhengwei / She, Qi / Chalasani, Tejo / Smolic, Aljosa et al. | 2020
- 945
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Dropout as an Implicit Gating Mechanism For Continual LearningMirzadeh, Seyed Iman / Farajtabar, Mehrdad / Ghasemzadeh, Hassan et al. | 2020
- 952
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What is Happening Inside a Continual Learning Model? - A Representation-Based Evaluation of Representational Forgetting -Murata, Kengo / Toyota, Tetsuya / Ohara, Kouzou et al. | 2020
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M2SGD: Learning to Learn Important WeightsKuo, Nicholas I-Hsien / Harandi, Mehrtash / Fourrier, Nicolas / Walder, Christian / Ferraro, Gabriela / Suominen, Hanna et al. | 2020
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Few-shot Image Recognition for UAV Sports CinematographyPatsiouras, Emmanouil / Tefas, Anastasios / Pitas, Ioannis et al. | 2020
- 970
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Generalized Class Incremental LearningMi, Fei / Kong, Lingjing / Lin, Tao / Yu, Kaicheng / Faltings, Boi et al. | 2020
- 975
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StackNet: Stacking feature maps for Continual learningKim, Jangho / Kim, Jeesoo / Kwak, Nojun et al. | 2020
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Noise-based Selection of Robust Inherited Model for Accurate Continual LearningDu, Xiaocong / Li, Zheng / Seo, Jae-sun / Liu, Frank / Cao, Yu et al. | 2020
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Rehearsal-Free Continual Learning over Small Non-I.I.D. BatchesLomonaco, Vincenzo / Maltoni, Davide / Pellegrini, Lorenzo et al. | 2020
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Continual Reinforcement Learning in 3D Non-stationary EnvironmentsLomonaco, Vincenzo / Desai, Karan / Culurciello, Eugenio / Maltoni, Davide et al. | 2020
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Relationship Matters: Relation Guided Knowledge Transfer for Incremental Learning of Object DetectorsRamakrishnan, Kandan / Panda, Rameswar / Fan, Quanfu / Henning, John / Oliva, Aude / Feris, Rogerio et al. | 2020
- 1019
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Reducing catastrophic forgetting with learning on synthetic dataMasarczyk, Wojciech / Tautkute, Ivona et al. | 2020
- 1025
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Continual Learning for Anomaly Detection in Surveillance VideosDoshi, Keval / Yilmaz, Yasin et al. | 2020
- 1035
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Generating Accurate Pseudo Examples for Continual LearningSilver, Daniel L. / Mahfuz, Sazia et al. | 2020
- 1043
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Subpixel Dense Refinement Network for SkeletonizationDey, Sohom et al. | 2020
- 1049
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Capturing Cellular Topology in Multi-Gigapixel Pathology ImagesLu, Wenqi / Graham, Simon / Bilal, Mohsin / Rajpoot, Nasir / Minhas, Fayyaz et al. | 2020
- 1059
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A Novel Local Geometry Capture in Pointnet++ for 3D ClassificationSheshappanavar, Shivanand Venkanna / Kambhamettu, Chandra et al. | 2020
- 1069
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VoronoiNet : General Functional Approximators with Local SupportWilliams, Francis / Parent-Levesque, Jerome / Nowrouzezahrai, Derek / Panozzo, Daniele / Yi, Kwang Moo / Tagliasacchi, Andrea et al. | 2020
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Deep Octree-based CNNs with Output-Guided Skip Connections for 3D Shape and Scene CompletionWang, Peng-Shuai / Liu, Yang / Tong, Xin et al. | 2020
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Generalized Autoencoder for Volumetric Shape GenerationGuan, Yanran / Jahan, Tansin / van Kaick, Oliver et al. | 2020
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Topology-Aware Single-Image 3D Shape ReconstructionChen, Qimin / Nguyen, Vincent / Han, Feng / Kiveris, Raimondas / Tu, Zhuowen et al. | 2020
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Geometry to the Rescue: 3D Instance Reconstruction from a Cluttered SceneLi, Lin / Khan, Salman / Barnes, Nick et al. | 2020
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Remote Estimation of Heart Rate Based on Multi-Scale Facial ROIsZhao, Changchen / Han, Weiran / Chen, Zan / Li, Yongqiang / Feng, Yuanjing et al. | 2020
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Enhancing Remote-PPG Pulse Extraction in Disturbance Scenarios Utilizing Spectral CharacteristicsZhou, Kai / Krause, Simon / Blocher, Timon / Stork, Wilhelm et al. | 2020
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Predicting Brainwaves from Face VideosPilz, Christian S. / Ben Makhlouf, Ibtissem / Habel, Ute / Leonhardt, Steffen et al. | 2020
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A Meta-Analysis of the Impact of Skin Type and Gender on Non-contact Photoplethysmography MeasurementsNowara, Ewa M. / McDuff, Daniel / Veeraraghavan, Ashok et al. | 2020
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Analysis of Pulse Transit Time Derived from Imaging Photoplethysmography and Microwave Sensor-based BallistocardiographyYoshioka, Mototaka / Bounyong, Souksakhone et al. | 2020
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HeartTrack: Convolutional neural network for remote video-based heart rate monitoringPerepelkina, Olga / Artemyev, Mikhail / Churikova, Marina / Grinenko, Mikhail et al. | 2020
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Continuous estimation of emotional change usingmultimodal affective responsesMasui, Kenta / Nagasawa, Takumi / Doi, Hirokazu / Tsumura, Norimichi et al. | 2020
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Stress Estimation Using Multimodal Biosignal Information from RGB Facial VideoNagasawa, Takumi / Takahashi, Ryo / Koopipat, Chawan / Tsumura, Norimichi et al. | 2020
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Automated Depth Video Monitoring For Fall Reduction : A Case StudyKramer, Josh Brown / Sabalka, Lucas / Rush, Ben / Jones, Katherine / Nolte, Tegan et al. | 2020
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Remote Photoplethysmography: Rarely Considered FactorsMironenko, Yuriy / Kalinin, Konstantin / Kopeliovich, Mikhail / Petrushan, Mikhail et al. | 2020
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In Search of Life: Learning from Synthetic Data to Detect Vital Signs in VideosCondrea, Florin / Ivan, Victor-Andrei / Leordeanu, Marius et al. | 2020
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Convulsive Movement Detection using Low-Resolution Thermopile Sensor ArrayHanosh, Ouday / Ansari, Rashid / Issa, Naoum P. / Enis Cetin, A. et al. | 2020
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Predicting Fall Probability Based on a Validated Balance ScaleMasalha, Alaa / Eichler, Nadav / Raz, Shmuel / Toledano-Shubi, Adi / Niv, Daphna / Shimshoni, Ilan / Hel-Or, Hagit et al. | 2020
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An Assessment of Algorithms to Estimate Respiratory Rate from the Remote PhotoplethysmogramLuguern, Duncan / Perche, Simon / Benezeth, Yannick / Moser, Virginie / Andrea Dunbar, L. / Braun, Fabian / Lemkaddem, Alia / Nakamura, Keisuke / Gomez, Randy / Dubois, Julien et al. | 2020
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Detecting Deepfake Videos using Attribution-Based Confidence MetricFernandes, Steven / Raj, Sunny / Ewetz, Rickard / Pannu, Jodh Singh / Kumar Jha, Sumit / Ortiz, Eddy / Vintila, Iustina / Salter, Margaret et al. | 2020
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On indirect assessment of heart rate in videoKopeliovich, Mikhail / Kalinin, Konstantin / Mironenko, Yuriy / Petrushan, Mikhail et al. | 2020
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Skin Segmentation using Active Contours and Gaussian Mixture Models for Heart Rate Detection in VideosWoyczyk, Alexander / Fleischhauer, Vincent / Zaunseder, Sebastian et al. | 2020
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The 1st Challenge on Remote Physiological Signal Sensing (RePSS)Li, Xiaobai / Han, Hu / Lu, Hao / Niu, Xuesong / Yu, Zitong / Dantcheva, Antitza / Zhao, Guoying / Shan, Shiguang et al. | 2020
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Neurodata Lab’s approach to the Challenge on Computer Vision for Physiological MeasurementArtemyev, Mikhail / Churikova, Marina / Grinenko, Mikhail / Perepelkina, Olga et al. | 2020
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Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer VisionGustafsson, Fredrik K. / Danelljan, Martin / Schon, Thomas B. et al. | 2020
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Improved Noise and Attack Robustness for Semantic Segmentation by Using Multi-Task Training with Self-Supervised Depth EstimationKlingner, Marvin / Bar, Andreas / Fingscheidt, Tim et al. | 2020
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Attentional Bottleneck: Towards an Interpretable Deep Driving NetworkKim, Jinkyu / Bansal, Mayank et al. | 2020
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Leveraging combinatorial testing for safety-critical computer vision datasetsGladisch, Christoph / Heinzemann, Christian / Herrmann, Martin / Woehrle, Matthias et al. | 2020
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Multivariate Confidence Calibration for Object DetectionKuppers, Fabian / Kronenberger, Jan / Shantia, Amirhossein / Haselhoff, Anselm et al. | 2020
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Detection and Retrieval of Out-of-Distribution Objects in Semantic SegmentationOberdiek, Philipp / Rottmann, Matthias / Fink, Gernot A. et al. | 2020
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Generating Socially Acceptable Perturbations for Efficient Evaluation of Autonomous VehiclesZhang, Songan / Peng, Huei / Nageshrao, Subramanya / Tseng, H. Eric et al. | 2020
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Robust Semantic Segmentation by Redundant Networks With a Layer-Specific Loss Contribution and Majority VoteBar, Andreas / Klingner, Marvin / Varghese, Serin / Huger, Fabian / Schlicht, Peter / Fingscheidt, Tim et al. | 2020
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Self-Supervised Domain Mismatch Estimation for Autonomous PerceptionLohdefink, Jonas / Fehrling, Justin / Klingner, Marvin / Huger, Fabian / Schlicht, Peter / Schmidt, Nico M. / Fingscheidt, Tim et al. | 2020
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Unsupervised Temporal Consistency Metric for Video Segmentation in Highly-Automated DrivingVarghese, Serin / Bayzidi, Yasin / Bar, Andreas / Kapoor, Nikhil / Lahiri, Sounak / Schneider, Jan David / Schmidt, Nico / Schlicht, Peter / Huger, Fabian / Fingscheidt, Tim et al. | 2020
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Mind the Gap - A Benchmark for Dense Depth Prediction Beyond LidarSchilling, Hendrik / Gutsche, Marcel / Brock, Alexander / Spath, Dane / Rother, Carsten / Krispin, Karsten et al. | 2020
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Explaining Autonomous Driving by Learning End-to-End Visual AttentionCultrera, Luca / Seidenari, Lorenzo / Becattini, Federico / Pala, Pietro / Del Bimbo, Alberto et al. | 2020
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Using Mixture of Expert Models to Gain Insights into Semantic SegmentationPavlitskaya, Svetlana / Hubschneider, Christian / Weber, Michael / Moritz, Ruby / Huger, Fabian / Schlicht, Peter / Zollner, J. Marius et al. | 2020
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The "Vertigo Effect" on Your Smartphone: Dolly Zoom via Single Shot View SynthesisLiang, Yangwen / Ranade, Rohit / Wang, Shuangquan / Bai, Dongwoon / Lee, Jungwon et al. | 2020
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Bilinear Parameterization For Differentiable Rank-RegularizationOrnhag, Marcus Valtonen / Olsson, Carl / Heyden, Anders et al. | 2020
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Semi-supervised 3D Face Representation Learning from Unconstrained Photo CollectionsGao, Zhongpai / Zhang, Juyong / Guo, Yudong / Ma, Chao / Zhai, Guangtao / Yang, Xiaokang et al. | 2020
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Deep Learning for Automatic Pneumonia DetectionGabruseva, Tatiana / Poplavskiy, Dmytro / Kalinin, Alexandr et al. | 2020
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REIN: Flexible Mesh Generation from Point CloudsDaroya, Rangel / Atienza, Rowel / Cajote, Rhandley et al. | 2020
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In Defense of the Triplet Loss Again: Learning Robust Person Re-Identification with Fast Approximated Triplet Loss and Label DistillationYuan, Ye / Chen, Wuyang / Yang, Yang / Wang, Zhangyang et al. | 2020
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Salient Object Detection by Contextual RefinementBardhan, Sayanti et al. | 2020
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Eff-UNet: A Novel Architecture for Semantic Segmentation in Unstructured EnvironmentBaheti, Bhakti / Innani, Shubham / Gajre, Suhas / Talbar, Sanjay et al. | 2020
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Using Sinusoidally-Modulated Noise as a Surrogate for Slow-Wave Sleep to Accomplish Stable Unsupervised Dictionary Learning in a Spike-Based Sparse Coding ModelWatkins, Yijing / Kim, Edward / Sornborger, Andrew / Kenyon, Garrett T. et al. | 2020
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RIT-18: A Novel Dataset for Compositional Group Activity UnderstandingChen, Junwen / Hao, Haiting / Hong, Hanbin / Kong, Yu et al. | 2020
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Squeeze U-Net: A Memory and Energy Efficient Image Segmentation NetworkBeheshti, Nazanin / Johnsson, Lennart et al. | 2020
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Learning Furniture Compatibility with Graph Neural NetworksPolania, Luisa F. / Flores, Mauricio / Nokleby, Matthew / Li, Yiran et al. | 2020
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Inferring Temporal Compositions of Actions Using Probabilistic AutomataCruz, Rodrigo Santa / Cherian, Anoop / Fernando, Basura / Campbell, Dylan / Gould, Stephen et al. | 2020
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Understanding action recognition in still imagesGirish, Deeptha / Singh, Vineeta / Ralescu, Anca et al. | 2020
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Decomposing Image Generation into Layout Prediction and Conditional SynthesisVolokitin, Anna / Konukoglu, Ender / Van Gool, Luc et al. | 2020
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Learning Intuitive Physics by Explaining SurpriseNguyen, Hung / Patravali, Jay / Li, Fuxin / Fern, Alan et al. | 2020
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Story Completion with Explicit Modeling of Commonsense KnowledgeZhang, Mingda / Ye, Keren / Hwa, Rebecca / Kovashka, Adriana et al. | 2020
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Visual Commonsense Representation Learning via Causal InferenceWang, Tan / Huang, Jianqiang / Zhang, Hanwang / Sun, Qianru et al. | 2020
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SomethingFinder: Localizing undefined regions using referring expressionsEum, Sungmin / Han, David / Briggs, Gordon et al. | 2020
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Response Time Analysis for Explainability of Visual Processing in CNNsTaylor, Eric / Shekhar, Shashank / Taylor, Graham W. et al. | 2020
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Hierarchical Color Learning in Convolutional Neural NetworksHickey, Chris / Zhang, Byoung-Tak et al. | 2020
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Understanding Knowledge Gaps in Visual Question Answering: Implications for Gap Identification and TestingBajaj, Goonmeet / Bandyopadhyay, Bortik / Schmidt, Daniel / Maneriker, Pranav / Myers, Christopher / Parthasarathy, Srinivasan et al. | 2020
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3DQ-Nets: Visual Concepts Emerge in Pose Equivariant 3D Quantized Neural Scene RepresentationsPrabhudesai, Mihir / Lal, Shamit / Tung, Hsiao-Yu Fish / Harley, Adam W. / Potdar, Shubhankar / Fragkiadaki, Katerina et al. | 2020
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CSPNet: A New Backbone that can Enhance Learning Capability of CNNWang, Chien-Yao / Mark Liao, Hong-Yuan / Wu, Yueh-Hua / Chen, Ping-Yang / Hsieh, Jun-Wei / Yeh, I-Hau et al. | 2020
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Enabling monocular depth perception at the very edgePeluso, Valentino / Cipolletta, Antonio / Calimera, Andrea / Poggi, Matteo / Tosi, Fabio / Aleotti, Filippo / Mattoccia, Stefano et al. | 2020
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Effective Deep-Learning-Based Depth Data Analysis on Low-Power Hardware for Supporting Elderly CarePramerdorfer, Christopher / Planinc, Rainer / Kampel, Martin et al. | 2020
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Enabling Incremental Knowledge Transfer for Object Detection at the EdgeFarhadi, Mohammad / Ghasemi, Mehdi / Vrudhula, Sarma / Yang, Yezhou et al. | 2020
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A Hardware Prototype Targeting Distributed Deep Learning for On-device InferenceFarcas, Alien-Jasmin / Li, Guihong / Bhardwaj, Kartikeya / Marculescu, Radu et al. | 2020
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Challenges in Energy-Efficient Deep Neural Network Training with FPGATao, Yudong / Ma, Rui / Shyu, Mei-Ling / Chen, Shu-Ching et al. | 2020
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Recursive Hybrid Fusion Pyramid Network for Real-Time Small Object Detection on Embedded DevicesChen, Ping-Yang / Hsieh, Jun-Wei / Wang, Chien-Yao / Mark Liao, Hong-Yuan et al. | 2020
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Challenges in Recognizing Spontaneous and Intentionally Expressed Reactions to Positive and Negative ImagesHealey, Jennifer / Wang, Haoliang / Chhaya, Niyati et al. | 2020
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Predicting Sentiments in Image Advertisements using Semantic Relations among Sentiment LabelsPilli, Stephen / Patwardhan, Manasi / Pedanekar, Niranjan / Karande, Shirish et al. | 2020
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Facial Action Unit Recognition in the Wild with Multi-Task CNN Self-Training for the EmotioNet ChallengeWerner, Philipp / Saxen, Frerk / Al-Hamadi, Ayoub et al. | 2020
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TAL EmotioNet Challenge 2020 Rethinking the Model Chosen Problem in Multi-Task LearningWang, Pengcheng / Wang, Zihao / Ji, Zhilong / Liu, Xiao / Yang, Songfan / Wu, Zhongqin et al. | 2020
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Multiple Transfer Learning and Multi-label Balanced Training Strategies for Facial AU Detection In the WildJi, Sijie / Wang, Kai / Peng, Xiaojiang / Yang, Jianfei / Zeng, Zhaoyang / Qiao, Yu et al. | 2020
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NTIRE 2020 Challenge on Image and Video DeblurringNah, Seungjun / Son, Sanghyun / Timofte, Radu / Lee, Kyoung Mu / Tseng, Yu / Xu, Yu-Syuan / Chiang, Cheng-Ming / Tsai, Yi-Min / Brehm, Stephan / Scherer, Sebastian et al. | 2020
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Rendering Natural Camera Bokeh Effect with Deep LearningIgnatov, Andrey / Patel, Jagruti / Timofte, Radu et al. | 2020
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Deep Wavelet Network with Domain Adaptation for Single Image DemoireingLuo, Xiaotong / Zhang, Jiangtao / Hong, Ming / Qu, Yanyun / Xie, Yuan / Li, Cuihua et al. | 2020
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Hierarchical Regression Network for Spectral Reconstruction from RGB ImagesZhao, Yuzhi / Po, Lai-Man / Yan, Qiong / Liu, Wei / Lin, Tingyu et al. | 2020
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Investigating Loss Functions for Extreme Super-ResolutionJo, Younghyun / Yang, Sejong / Kim, Seon Joo et al. | 2020
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C3Net: Demoiréing Network Attentive in Channel, Color and ConcatenationKim, Sangmin / Nam, Hyungjoon / Kim, Jisu / Jeong, Jechang et al. | 2020
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Guided Frequency Separation Network for Real-World Super-ResolutionZhou, Yuanbo / Deng, Wei / Tong, Tong / Gao, Qinquan et al. | 2020
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Trident Dehazing NetworkLiu, Jing / Wu, Haiyan / Xie, Yuan / Qu, Yanyun / Ma, Lizhuang et al. | 2020
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Densely Self-guided Wavelet Network for Image DenoisingLiu, Wei / Yan, Qiong / Zhao, Yuzhi et al. | 2020
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MMDM: Multi-frame and Multi-scale for Image DemoiréingLiu, Shuai / Li, Chenghua / Nan, Nan / Zong, Ziyao / Song, Ruixia et al. | 2020
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Real-World Super-Resolution using Generative Adversarial NetworksRen, Haoyu / Kheradmand, Amin / El-Khamy, Mostafa / Wang, Shuangquan / Bai, Dongwoon / Lee, Jungwon et al. | 2020
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Deep Generative Adversarial Residual Convolutional Networks for Real-World Super-ResolutionMuhammad Umer, Rao / Luca Foresti, Gian / Micheloni, Christian et al. | 2020
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Perceptual Extreme Super Resolution Network with Receptive Field BlockShang, Taizhang / Dai, Qiuju / Zhu, Shengchen / Yang, Tong / Guo, Yandong et al. | 2020
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Unsupervised Real Image Super-Resolution via Generative Variational AutoEncoderLiu, Zhi-Song / Siu, Wan-Chi / Wang, Li-Wen / Li, Chu-Tak / Cani, Marie-Paule / Chan, Yui-Lam et al. | 2020
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NH-HAZE: An Image Dehazing Benchmark with Non-Homogeneous Hazy and Haze-Free ImagesAncuti, Codruta O. / Ancuti, Cosmin / Timofte, Radu et al. | 2020
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Ensemble Dehazing Networks for Non-homogeneous HazeYu, Mingzhao / Cherukuri, Venkateswararao / Guo, Tiantong / Monga, Vishal et al. | 2020
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NonLocal Channel Attention for NonHomogeneous Image DehazingMetwaly, Kareem / Li, Xuelu / Guo, Tiantong / Monga, Vishal et al. | 2020
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Unsupervised Single Image Super-Resolution Network (USISResNet) for Real-World Data Using Generative Adversarial NetworkPrajapati, Kalpesh / Chudasama, Vishal / Patel, Heena / Upla, Kishor / Ramachandra, Raghavendra / Raja, Kiran / Busch, Christoph et al. | 2020
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Knowledge Transfer Dehazing Network for NonHomogeneous DehazingWu, Haiyan / Liu, Jing / Xie, Yuan / Qu, Yanyun / Ma, Lizhuang et al. | 2020
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DA-cGAN: A Framework for Indoor Radio Design Using a Dimension-Aware Conditional Generative Adversarial NetworkLiu, Chun-Hao / Chang, Hun / Park, Taesuh et al. | 2020
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Joint Learning of Blind Video Denoising and Optical Flow EstimationYu, Songhyun / Park, Bumjun / Park, Junwoo / Jeong, Jechang et al. | 2020
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Deploying Image Deblurring across Mobile Devices: A Perspective of Quality and LatencyChiang, Cheng-Ming / Tseng, Yu / Xu, Yu-Syuan / Kuo, Hsien-Kai / Tsai, Yi-Min / Chen, Guan-Yu / Tan, Koan-Sin / Wang, Wei-Ting / Lin, Yu-Chieh / Roy Tseng, Shou-Yao et al. | 2020
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MSFSR: A Multi-Stage Face Super-Resolution with Accurate Facial Representation via Enhanced Facial BoundariesZhang, Yunchen / Wu, Yi / Chen, Liang et al. | 2020
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Color-wise Attention Network for Low-light Image EnhancementAtoum, Yousef / Ye, Mao / Ren, Liu / Tai, Ying / Liu, Xiaoming et al. | 2020
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GradNet Image DenoisingLiu, Yang / Anwar, Saeed / Zheng, Liang / Tian, Qi et al. | 2020
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Photosequencing of Motion Blur using Short and Long ExposuresRengarajan, Vijay / Zhao, Shuo / Zhen, Ruiwen / Glotzbach, John / Sheikh, Hamid / Sankaranarayanan, Aswin C. et al. | 2020
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Multi-Step Reinforcement Learning for Single Image Super-ResolutionVassilo, Kyle / Heatwole, Cory / Taha, Tarek / Mehmood, Asif et al. | 2020
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Sensor-realistic Synthetic Data Engine for Multi-frame High Dynamic Range PhotographyHu, Jinhan / Choe, Gyeongmin / Nadir, Zeeshan / Nabil, Osama / Lee, Seok-Jun / Sheikh, Hamid / Yoo, Youngjun / Polley, Michael et al. | 2020
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ImagePairs: Realistic Super Resolution Dataset via Beam Splitter Camera RigVaezi Joze, Hamid Reza / Zharkov, Ilya / Powell, Karlton / Ringler, Carl / Liang, Luming / Roulston, Andy / Lutz, Moshe / Pradeep, Vivek et al. | 2020
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Identity Enhanced Residual Image DenoisingAnwar, Saeed / Huynh, Cong Phuoc / Porikli, Fatih et al. | 2020
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Structure Preserving Compressive Sensing MRI Reconstruction using Generative Adversarial NetworksDeora, Puneesh / Vasudeva, Bhavya / Bhattacharya, Saumik / Pradhan, Pyari Mohan et al. | 2020
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LIDIA: Lightweight Learned Image Denoising with Instance AdaptationVaksman, Gregory / Elad, Michael / Milanfar, Peyman et al. | 2020
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Sky Optimization: Semantically aware image processing of skies in low-light photographyLiba, Orly / Movshovitz-Attias, Yair / Cai, Longqi / Pritch, Yael / Tsai, Yun-Ta / Chen, Huizhong / Eban, Elad / Barron, Jonathan T. et al. | 2020
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Fast and Flexible Image Blind Denoising via Competition of ExpertsMaeda, Shunta et al. | 2020
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FabSoften: Face Beautification via Dynamic Skin Smoothing, Guided Feathering, and Texture RestorationVelusamy, Sudha / Parihar, Rishubh / Kini, Raviprasad / Rege, Aniket et al. | 2020
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Physically Plausible Spectral Reconstruction from RGB ImagesLin, Yi-Tun / Finlayson, Graham D. et al. | 2020
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Semantic Pixel Distances for Image EditingMyers-Dean, Josh / Wehrwein, Scott et al. | 2020
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Replacing Mobile Camera ISP with a Single Deep Learning ModelIgnatov, Andrey / Van Gool, Luc / Timofte, Radu et al. | 2020
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L2UWE: A Framework for the Efficient Enhancement of Low-Light Underwater Images Using Local Contrast and Multi-Scale FusionMarques, Tunai Porto / Branzan Albu, Alexandra et al. | 2020
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A method for detecting text of arbitrary shapes in natural scenes that improves text spottingWang, Qitong / Zheng, Yi / Betke, Margrit et al. | 2020
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Textual Visual Semantic Dataset for Text SpottingSabir, Ahmed / Moreno-Noguer, Francesc / Padro, Lluis et al. | 2020
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READ: Recursive Autoencoders for Document Layout GenerationPatil, Akshay Gadi / Ben-Eliezer, Omri / Perel, Or / Averbuch-Elor, Hadar et al. | 2020
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On Recognizing Texts of Arbitrary Shapes with 2D Self-AttentionLee, Junyeop / Park, Sungrae / Baek, Jeonghun / Oh, Seong Joon / Kim, Seonghyeon / Lee, Hwalsuk et al. | 2020
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A Large Dataset of Historical Japanese Documents with Complex LayoutsShen, Zejiang / Zhang, Kaixuan / Dell, Melissa et al. | 2020
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An Accurate Segmentation-Based Scene Text Detector with Context Attention and Repulsive Text BorderLiu, Xi / Zhou, Gaojing / Zhang, Rui / Wei, Xiaolin et al. | 2020
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Illegible Text to Readable Text: An Image-to-Image Transformation using Conditional Sliced Wasserstein Adversarial NetworksKarimi, Mostafa / Veni, Gopalkrishna / Yu, Yen-Yun et al. | 2020
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Optical Braille Recognition Based on Semantic Segmentation Network with Auxiliary Learning StrategyLi, Renqiang / Liu, Hong / Wang, Xiangdong / Xu, Jianxing / Qian, Yueliang et al. | 2020
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Font-ProtoNet: Prototypical Network based Font Identification of Document Images in Low Data RegimeGoel, Nikita / Sharma, Monika / Vig, Lovekesh et al. | 2020
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Information Extraction from Document Images via FCA based Template Detection and Knowledge Graph Rule InductionRastogi, Mouli / Ali, Syed Afshan / Rawat, Mrinal / Vig, Lovekesh / Agarwal, Puneet / Shroff, Gautam / Srinivasan, Ashwin et al. | 2020
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An OCR for Classical Indic Documents Containing Arbitrarily Long WordsDwivedi, Agam / Saluja, Rohit / Sarvadevabhatla, Ravi Kiran et al. | 2020
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Visual and Textual Deep Feature Fusion for Document Image ClassificationBakkali, Souhail / Ming, Zuheng / Coustaty, Mickael / Rusinol, Marcal et al. | 2020
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CLEval: Character-Level Evaluation for Text Detection and Recognition TasksBaek, Youngmin / Nam, Daehyun / Park, Sungrae / Lee, Junyeop / Shin, Seung / Baek, Jeonghun / Lee, Chae Young / Lee, Hwalsuk et al. | 2020
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Recognizing handwritten mathematical expressions via paired dual loss attention network and printed mathematical expressionsLe, Anh Duc et al. | 2020
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Symbol Spotting on Digital Architectural Floor Plans Using a Deep Learning-based FrameworkRezvanifar, Alireza / Cote, Melissa / Albu, Alexandra Branzan et al. | 2020
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Visual Parsing with Query-Driven Global Graph Attention (QD-GGA): Preliminary Results for Handwritten Math Formula RecognitionMahdavi, Mahshad / Sun, Leilei / Zanibbi, Richard et al. | 2020
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CascadeTabNet: An approach for end to end table detection and structure recognition from image-based documentsPrasad, Devashish / Gadpal, Ayan / Kapadni, Kshitij / Visave, Manish / Sultanpure, Kavita et al. | 2020
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Viewpoint-aware Channel-wise Attentive Network for Vehicle Re-identificationChen, Tsai-Shien / Lee, Man-Yu / Liu, Chih-Ting / Chien, Shao-Yi et al. | 2020
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City-Scale Multi-Camera Vehicle Tracking by Semantic Attribute Parsing and Cross-Camera Tracklet MatchingHe, Yuhang / Han, Jie / Yu, Wentao / Hong, Xiaopeng / Wei, Xing / Gong, Yihong et al. | 2020
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A Vehicle Counts by Class Framework using Distinguished Regions Tracking at Multiple IntersectionsBui, Khac-Hoai Nam / Yi, Hongsuk / Cho, Jiho et al. | 2020
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Dual Embedding Expansion for Vehicle Re-identificationSebastian, Clint / Imbriaco, Raffaele / Bondarev, Egor / de With, Peter H.N. et al. | 2020
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Multi-Domain Learning and Identity Mining for Vehicle Re-IdentificationHe, Shuting / Luo, Hao / Chen, Weihua / Zhang, Miao / Zhang, Yuqi / Wang, Fan / Li, Hao / Jiang, Wei et al. | 2020
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Further Non-local and Channel Attention Networks for Vehicle Re-identificationLiu, Kai / Xu, Zheng / Hou, Zhaohui / Zhao, Zhicheng / Su, Fei et al. | 2020
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Multi-Granularity Tracking with Modularlized Components for Unsupervised Vehicles Anomaly DetectionLi, Yingying / Wu, Jie / Bai, Xue / Yang, Xipeng / Tan, Xiao / Li, Guanbin / Wen, Shilei / Zhang, Hongwu / Ding, Errui et al. | 2020
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ELECTRICITY: An Efficient Multi-camera Vehicle Tracking System for Intelligent CityQian, Yijun / Yu, Lijun / Liu, Wenhe / Hauptmann, Alexander G. et al. | 2020
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Vehicle Re-Identification Based on Complementary FeaturesGao, Cunyuan / Hu, Yi / Zhang, Yi / Yao, Rui / Zhou, Yong / Zhao, Jiaqi et al. | 2020
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Towards Real-time Traffic Movement Count and Trajectory Reconstruction Using Virtual Traffic LanesAbdelhalim, Awad / Abbas, Montasir et al. | 2020
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Zero-VIRUS*: Zero-shot Vehicle Route Understanding System for Intelligent TransportationYu, Lijun / Feng, Qianyu / Qian, Yijun / Liu, Wenhe / Hauptmann, Alexander G. et al. | 2020
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Determining Vehicle Turn Counts at Multiple Intersections by Separated Vehicle Classes Using CNNsFolenta, Jan / Spanhel, Jakub / Bartl, Vojtech / Herout, Adam et al. | 2020
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Going Beyond Real Data: A Robust Visual Representation for Vehicle Re-identificationZheng, Zhedong / Jiang, Minyue / Wang, Zhigang / Wang, Jian / Bai, Zechen / Zhang, Xuanmeng / Yu, Xin / Tan, Xiao / Yang, Yi / Wen, Shilei et al. | 2020
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Countor: count without bells and whistlesOSPINA, Andres / TORRES, Felipe et al. | 2020
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VOC-RelD: Vehicle Re-identification based on Vehicle-Orientation-CameraZhu, Xiangyu / Luo, Zhenbo / Fu, Pei / Ji, Xiang et al. | 2020
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Vehicle Re-Identification in Multi-Camera scenarios based on Ensembling Deep Learning FeaturesMoral, Paula / Garcia-Martin, Alvaro / Martinez, Jose M. et al. | 2020
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Fractional Data Distillation Model for Anomaly Detection in Traffic VideosShine, Linu / M A, Vaishnav / C V, Jiji et al. | 2020
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StRDAN: Synthetic-to-Real Domain Adaptation Network for Vehicle Re-IdentificationLee, Sangrok / Park, Eunsoo / Yi, Hongsuk / Lee, Sang Hun et al. | 2020
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Robust and Fast Vehicle Turn-counts at Intersections via an Integrated Solution from Detection, Tracking and Trajectory ModelingWang, Zhihui / Bai, Bing / Xie, Yujun / Xing, Tengfei / Zhong, Bineng / Zhou, Qinqin / Meng, Yiping / Xu, Bin / Song, Zhichao / Xu, Pengfei et al. | 2020
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iTASK - Intelligent Traffic Analysis Software KitTran, Minh-Triet / Nguyen, Tam V. / Hoang, Trung-Hieu / Le, Trung-Nghia / Nguyen, Khac-Tuan / Dinh, Dat-Thanh / Nguyen, Thanh-An / Nguyen, Hai-Dang / Hoang, Xuan-Nhat / Nguyen, Trong-Tung et al. | 2020
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Robust Movement-Specific Vehicle Counting at Crowded IntersectionsLiu, Zhongji / Zhang, Wei / Gao, Xu / Meng, Hao / Tan, Xiao / Zhu, Xiaoxing / Xue, Zhan / Ye, Xiaoqing / Zhang, Hongwu / Wen, Shilei et al. | 2020
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Large Scale Vehicle Re-Identification by Knowledge Transfer from Simulated Data and Temporal AttentionEckstein, Viktor / Schumann, Arne / Specker, Andreas et al. | 2020
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Attribute-guided Feature Extraction and Augmentation Robust Learning for Vehicle Re-identificationZhuge, Chaoran / Peng, Yujie / Li, Yadong / Ai, Jiangbo / Chen, Junru et al. | 2020
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AI City Challenge 2020 – Computer Vision for Smart Transportation ApplicationsChang, Ming-Ching / Chiang, Chen-Kuo / Tsai, Chun-Ming / Chang, Yun-Kai / Chiang, Hsuan-Lun / Wang, Yu-An / Chang, Shih-Ya / Li, Yun-Lun / Tsai, Ming-Shuin / Tseng, Hung-Yu et al. | 2020
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Towards Real-Time Systems for Vehicle Re-Identification, Multi-Camera Tracking, and Anomaly DetectionPeri, Neehar / Khorramshahi, Pirazh / Rambhatla, Sai Saketh / Shenoy, Vineet / Rawat, Saumya / Chen, Jun-Cheng / Chellappa, Rama et al. | 2020
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Fast Unsupervised Anomaly Detection in Traffic VideosDoshi, Keval / Yilmaz, Yasin et al. | 2020
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The 4th AI City ChallengeNaphade, Milind / Wang, Shuo / Anastasiu, David C. / Tang, Zheng / Chang, Ming-Ching / Yang, Xiaodong / Zheng, Liang / Sharma, Anuj / Chellappa, Rama / Chakraborty, Pranamesh et al. | 2020
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Toward Real-world Panoramic Image EnhancementZhang, Yupeng / Zhang, Hengzhi / Li, Daojing / Liu, Liyan / Yi, Hong / Wang, Wei / Suitoh, Hiroshi / Odamaki, Makoto et al. | 2020
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A Deep Physical Model for Solar Irradiance Forecasting with Fisheye ImagesLe Guen, Vincent / Thome, Nicolas et al. | 2020
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Upright and Stabilized Omnidirectional Depth Estimation for Wide-baseline Multi-camera Inertial SystemsWon, Changhee / Seok, Hochang / Lim, Jongwoo et al. | 2020
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ArUcOmni: detection of highly reliable fiducial markers in panoramic imagesHajjami, Jaouad / Caracotte, Jordan / Caron, Guillaume / Napoleon, Thibault et al. | 2020
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RAPiD: Rotation-Aware People Detection in Overhead Fisheye ImagesDuan, Zhihao / Ozan Tezcan, M. / Nakamura, Hayato / Ishwar, Prakash / Konrad, Janusz et al. | 2020
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Unsupervised Learning of Metric Representations with Slow Features from Omnidirectional ViewsFranzius, Mathias / Metka, Benjamin / Haris, Muhammad / Bauer-Wersing, Ute et al. | 2020
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Deep Lighting Environment Map Estimation from Spherical PanoramasGkitsas, Vasileios / Zioulis, Nikolaos / Alvarez, Federico / Zarpalas, Dimitrios / Daras, Petros et al. | 2020
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Detecting CNN-Generated Facial Images in Real-World ScenariosHulzebosch, Nils / Ibrahimi, Sarah / Worring, Marcel et al. | 2020
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PipeNet: Selective Modal Pipeline of Fusion Network for Multi-Modal Face Anti-SpoofingYang, Qing / Zhu, Xia / Fwu, Jong-Kae / Ye, Yun / You, Ganmei / Zhu, Yuan et al. | 2020
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The Role of ‘Sign’ and ‘Direction’ of Gradient on the Performance of CNNAgarwal, Akshay / Singh, Richa / Vatsa, Mayank et al. | 2020
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Adversarial Attack on Deep Learning-Based Splice LocalizationRozsa, Andras / Boult, Terrance E. / Zhong, Zheng et al. | 2020
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Multi-Modal Face Anti-Spoofing Based on Central Difference NetworksYu, Zitong / Qin, Yunxiao / Li, Xiaobai / Wang, Zezheng / Zhao, Chenxu / Lei, Zhen / Zhao, Guoying et al. | 2020
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Fake News Detection using Higher-order User to User Mutual-attention Progression in Propagation PathsMishra, Rahul et al. | 2020
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Towards Untrusted Social Video Verification to Combat Deepfakes via Face Geometry ConsistencyTursman, Eleanor / George, Marilyn / Kamara, Seny / Tompkin, James et al. | 2020
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OC-FakeDect: Classifying Deepfakes Using One-class Variational AutoencoderKhalid, Hasam / Woo, Simon S. et al. | 2020
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Evading Deepfake-Image Detectors with White- and Black-Box AttacksCarlini, Nicholas / Farid, Hany et al. | 2020
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Detecting Deep-Fake Videos from Phoneme-Viseme MismatchesAgarwal, Shruti / Farid, Hany / Fried, Ohad / Agrawala, Maneesh et al. | 2020
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Forgery Detection in Hyperspectral Document Images using Graph Orthogonal Nonnegative Matrix FactorizationRahiche, Abderrahmane / Cheriet, Mohamed et al. | 2020
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Manipulation Detection in Satellite Images Using Deep Belief NetworksHorvath, Janos / Montserrat, Daniel Mas / Hao, Hanxiang / Delp, Edward J. et al. | 2020
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DeepFake Detection by Analyzing Convolutional TracesGuarnera, Luca / Giudice, Oliver / Battiato, Sebastiano et al. | 2020
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Deepfakes Detection with Automatic Face WeightingMontserrat, Daniel Mas / Hao, Hanxiang / Yarlagadda, S. K. / Baireddy, Sriram / Shao, Ruiting / Horvath, Janos / Bartusiak, Emily / Yang, Justin / Guera, David / Zhu, Fengqing et al. | 2020
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Detecting Video Speed ManipulationHosier, Brian C. / Stamm, Matthew C. et al. | 2020
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Detecting GANs and Retouching based Digital Alterations via DAD-HCNNJain, Anubhav / Majumdar, Puspita / Singh, Richa / Vatsa, Mayank et al. | 2020
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BAMSProd: A Step towards Generalizing the Adaptive Optimization Methods to Deep Binary ModelLiu, Junjie / Wen, Dongchao / Wang, Deyu / Tao, Wei / Chen, Tse-Wei / Osa, Kinya / Kato, Masami et al. | 2020
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Dynamic Inference: A New Approach Toward Efficient Video Action RecognitionWu, Wenhao / He, Dongliang / Tan, Xiao / Chen, Shifeng / Yang, Yi / Wen, Shilei et al. | 2020
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Learning Low-rank Deep Neural Networks via Singular Vector Orthogonality Regularization and Singular Value SparsificationYang, Huanrui / Tang, Minxue / Wen, Wei / Yan, Feng / Hu, Daniel / Li, Ang / Li, Hai / Chen, Yiran et al. | 2020
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Low-bit Quantization Needs Good DistributionYu, Haibao / Wen, Tuopu / Cheng, Guangliang / Sun, Jiankai / Han, Qi / Shi, Jianping et al. | 2020
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Attentive Semantic Preservation Network for Zero-Shot LearningLu, Ziqian / Yu, Yunlong / Lu, Zhe-Ming / Shen, Feng-Li / Zhang, Zhongfei et al. | 2020
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Mimic The Raw Domain: Accelerating Action Recognition in the Compressed DomainBattash, Barak / Barad, Haim / Tang, Hanlin / Bleiweiss, Amit et al. | 2020
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Constraint-Aware Importance Estimation for Global Filter Pruning under Multiple Resource ConstraintsWu, Yu-Cheng / Liu, Chih-Ting / Chen, Bo-Ying / Chien, Shao-Yi et al. | 2020
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FoNet: A Memory-efficient Fourier-based Orthogonal Network for Object RecognitionWei, Feng / Nguyen, Uyen Trang / Jiang, Hui et al. | 2020
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Computer-aided diagnosis system of lung carcinoma using Convolutional Neural NetworksHan, Fangjian / Yu, Li / Jiang, Yi et al. | 2020
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Fast Hardware-Aware Neural Architecture SearchZhang, Li Lyna / Yang, Yuqing / Jiang, Yuhang / Zhu, Wenwu / Liu, Yunxin et al. | 2020
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Learning Sparse Neural Networks Through Mixture-Distributed RegularizationHuang, Chang-Ti / Chen, Jun-Cheng / Wu, Ja-Ling et al. | 2020
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LSQ+: Improving low-bit quantization through learnable offsets and better initializationBhalgat, Yash / Lee, Jinwon / Nagel, Markus / Blankevoort, Tijmen / Kwak, Nojun et al. | 2020
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Least squares binary quantization of neural networksPouransari, Hadi / Tu, Zhucheng / Tuzel, Oncel et al. | 2020
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RefineDetLite: A Lightweight One-stage Object Detection Framework for CPU-only DevicesChen, Chen / Liu, Mengyuan / Meng, Xiandong / Xiao, Wanpeng / Ju, Qi et al. | 2020
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Randaugment: Practical automated data augmentation with a reduced search spaceCubuk, Ekin D. / Zoph, Barret / Shlens, Jonathon / Le, Quoc V. et al. | 2020
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Any-Width NetworksVu, Thanh / Eder, Marc / Price, True / Frahm, Jan-Michael et al. | 2020
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AdaMT-Net: An Adaptive Weight Learning Based Multi-Task Learning Model For Scene UnderstandingJha, Ankit / Kumar, Awanish / Banerjee, Biplab / Chaudhuri, Subhasis et al. | 2020
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Ternary MobileNets via Per-Layer Hybrid Filter BanksGope, Dibakar / Beu, Jesse / Thakker, Urmish / Mattina, Matthew et al. | 2020
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Data-Free Network Quantization With Adversarial Knowledge DistillationChoi, Yoojin / Choi, Jihwan / El-Khamy, Mostafa / Lee, Jungwon et al. | 2020
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Now that I can see, I can improve: Enabling data-driven finetuning of CNNs on the edgeRajagopal, Aditya / Bouganis, Christos-Savvas et al. | 2020
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Structured Weight Unification and Encoding for Neural Network Compression and AccelerationJiang, Wei / Wang, Wei / Liu, Shan et al. | 2020
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Neural Network Compression Using Higher-Order Statistics and Auxiliary Reconstruction LossesChatzikonstantinou, Christos / Papadopoulos, Georgios Th. / Dimitropoulos, Kosmas / Daras, Petros et al. | 2020
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Monte Carlo Gradient QuantizationMordido, Goncalo / Van Keirsbilck, Matthijs / Keller, Alexander et al. | 2020
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Dithered backprop: A sparse and quantized backpropagation algorithm for more efficient deep neural network trainingWiedemann, Simon / Mehari, Temesgen / Kepp, Kevin / Samek, Wojciech et al. | 2020
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Learning Sparse & Ternary Neural Networks with Entropy-Constrained Trained Ternarization (EC2T)Marban, Arturo / Becking, Daniel / Wiedemann, Simon / Samek, Wojciech et al. | 2020
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Intelligent Scene Caching to Improve Accuracy for Energy-Constrained Embedded VisionSimpson, Benjamin / Lubana, Ekdeep / Liu, Yuchen / Dick, Robert et al. | 2020
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Adaptive Posit: Parameter aware numerical format for deep learning inference on the edgeLangroudi, Hamed F. / Karia, Vedant / Gustafson, John L. / Kudithipudi, Dhireesha et al. | 2020
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Illumination-based Transformations Improve Skin Lesion Segmentation in Dermoscopic ImagesKumar, Abhishek / Hamarneh, Ghassan / Drew, Mark S. et al. | 2020
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Meta-DermDiagnosis: Few-Shot Skin Disease Identification using Meta-LearningMahajan, Kushagra / Sharma, Monika / Vig, Lovekesh et al. | 2020
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On Out-of-Distribution Detection Algorithms with Deep Neural Skin Cancer ClassifiersPacheco, Andre G. C. / Sastry, Chandramouli S. / Trappenberg, Thomas / Oore, Sageev / Krohling, Renato A. et al. | 2020
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Interpreting mechanisms of prediction for skin cancer diagnosis using multi-task learningCoppola, Davide / Lee, Hwee Kuan / Guan, Cuntai et al. | 2020
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Agreement Between Saliency Maps and Human-Labeled Regions of Interest: Applications to Skin Disease ClassificationSingh, Nalini / Lee, Kang / Coz, David / Angermueller, Christof / Huang, Susan / Loh, Aaron / Liu, Yuan et al. | 2020
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Less is More: Sample Selection and Label Conditioning Improve Skin Lesion SegmentationRibeiro, Vinicius / Avila, Sandra / Valle, Eduardo et al. | 2020
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Debiasing Skin Lesion Datasets and Models? Not So FastBissoto, Alceu / Valle, Eduardo / Avila, Sandra et al. | 2020
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How Important Is Each Dermoscopy Image?Barata, Catarina / Santiago, Carlos et al. | 2020
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Uncertainty Estimation in Deep Neural Networks for Dermoscopic Image ClassificationCombalia, Marc / Hueto, Ferran / Puig, Susana / Malvehy, Josep / Vilaplana, Veronica et al. | 2020
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Learning A Meta-Ensemble Technique For Skin Lesion Classification And Novel Class DetectionBagchi, Subhranil / Banerjee, Anurag / Bathula, Deepti R. et al. | 2020
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Homogeneous Linear Inequality Constraints for Neural Network ActivationsFrerix, Thomas / Niesner, Matthias / Cremers, Daniel et al. | 2020
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SUW-Learn: Joint Supervised, Unsupervised, Weakly Supervised Deep Learning for Monocular Depth EstimationRen, Haoyu / Raj, Aman / El-Khamy, Mostafa / Lee, Jungwon et al. | 2020
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Top-Down Networks: A coarse-to-fine reimagination of CNNsLelekas, Ioannis / Tomen, Nergis / Pintea, Silvia L. / van Gemert, Jan C. et al. | 2020
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MUTE: Inter-class Ambiguity Driven Multi-hot Target Encoding for Deep Neural Network DesignJaiswal, Mayoore S. / Kang, Bumsoo / Lee, Jinho / Cho, Minsik et al. | 2020
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SmoothMix: a Simple Yet Effective Data Augmentation to Train Robust ClassifiersLee, Jin-Ha / Zaheer, Muhammad Zaigham / Astrid, Marcella / Lee, Seung-Ik et al. | 2020
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S2LD: Semi-Supervised Landmark Detection in Low Resolution Images and Impact on Face VerificationKumar, Amit / Chellappa, Rama et al. | 2020
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P2L: Predicting Transfer Learning for Images and Semantic RelationsBhattacharjee, Bishwaranjan / Render, John R. / Hill, Matthew / Dube, Parijat / Huo, Siyu / Glass, Michael R. / Belgodere, Brian / Pankanti, Sharath / Codella, Noel / Watson, Patrick et al. | 2020
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Semi-Supervised Learning with Scarce AnnotationsRebuffi, Sylvestre-Alvise / Ehrhardt, Sebastien / Han, Kai / Vedaldi, Andrea / Zisserman, Andrew et al. | 2020
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Spatio-temporal action detection and localization using a hierarchical LSTMRamaswamy, Akshaya / Seemakurthy, Karthik / Gubbi, Jayavardhana / Purushothaman, Balamuralidhar et al. | 2020
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Can We Learn Heuristics For Graphical Model Inference Using Reinforcement Learning?Messaoud, Safa / Kumar, Maghav / Schwing, Alexander G. et al. | 2020
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Distilling Knowledge from Refinement in Multiple Instance Detection NetworksZeni, Luis Felipe / Jung, Claudio R. et al. | 2020
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Robust One Shot Audio to Video GenerationKumar, Neeraj / Goel, Srishti / Narang, Ankur / Hasan, Mujtaba et al. | 2020
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Deflating Dataset Bias Using Synthetic Data AugmentationJaipuria, Nikita / Zhang, Xianling / Bhasin, Rohan / Arafa, Mayar / Chakravarty, Punarjay / Shrivastava, Shubham / Manglani, Sagar / Murali, Vidya N. et al. | 2020
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Noise is Inside Me! Generating Adversarial Perturbations with Noise Derived from Natural FiltersAgarwal, Akshay / Vatsa, Mayank / Singh, Richa / Ratha, Nalini K. et al. | 2020
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Learning Ordered Top-k Adversarial Attacks via Adversarial DistillationZhang, Zekun / Wu, Tianfu et al. | 2020
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Adversarial Fooling Beyond "Flipping the Label"Mopuri, Konda Reddy / Shaj, Vaisakh / Babu, R. Venkatesh et al. | 2020
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Improving the affordability of robustness training for DNNsGupta, Sidharth / Dube, Parijat / Verma, Ashish et al. | 2020
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A Cyclically-Trained Adversarial Network for Invariant Representation LearningChen, Jiawei / Konrad, Janusz / Ishwar, Prakash et al. | 2020
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Role of Spatial Context in Adversarial Robustness for Object DetectionSaha, Aniruddha / Subramanya, Akshayvarun / Patil, Koninika / Pirsiavash, Hamed et al. | 2020
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Extensions and limitations of randomized smoothing for robustness guaranteesHayes, Jamie et al. | 2020
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Systematic Evaluation of Backdoor Data Poisoning Attacks on Image ClassifiersTruong, Loc / Jones, Chace / Hutchinson, Brian / August, Andrew / Praggastis, Brenda / Jasper, Robert / Nichols, Nicole / Tuor, Aaron et al. | 2020
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Probing for Artifacts: Detecting Imagenet Model EvasionsRounds, Jeremiah / Kingsland, Addie / Henry, Michael J. / Duskin, Kayla R. et al. | 2020
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Robust Assessment of Real-World Adversarial ExamplesJefferson, Brett / Marrero, Carlos Ortiz et al. | 2020
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Vulnerability of Person Re-Identification Models to Metric Adversarial AttacksBouniot, Quentin / Audigier, Romaric / Loesch, Angelique et al. | 2020
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Live Trojan Attacks on Deep Neural NetworksCostales, Robby / Mao, Chengzhi / Norwitz, Raphael / Kim, Bryan / Yang, Junfeng et al. | 2020
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On Improving the Generalization of Face Recognition in the Presence of OcclusionsXu, Xiang / Sarafianos, Nikolaos / Kakadiaris, Ioannis A. et al. | 2020
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Latent Fingerprint Image Enhancement Based on Progressive Generative Adversarial NetworkHuang, Xijie / Qian, Peng / Liu, Manhua et al. | 2020
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Domain Agnostic Feature Learning for Image and Video Based Face Anti-spoofingSaha, Suman / Xu, Wenhao / Kanakis, Menelaos / Georgoulis, Stamatios / Chen, Yuhua / Paudel, Danda Pani / Van Gool, Luc et al. | 2020
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Triple-GAN: Progressive Face Aging with Triple Translation LossFang, Han / Deng, Weihong / Zhong, Yaoyao / Hu, Jiani et al. | 2020
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Plastic Surgery: An Obstacle for Deep Face Recognition?Rathgeb, Christian / Dogan, Didem / Stockhardt, Fabian / De Marsico, Maria / Busch, Christoph et al. | 2020
- 3518
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Offline Signature Verification on Real-World DocumentsEngin, Deniz / Kantarci, Alperen / Arslan, Secil / Ekenel, Hazim Kemal et al. | 2020
- 3527
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FEHash: Full Entropy Hash for Face Template ProtectionDang, Thao M. / Tran, Lam / Nguyen, Thuc D. / Choi, Deokjai et al. | 2020
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Defending Black Box Facial Recognition Classifiers Against Adversarial AttacksTheagarajan, Rajkumar / Bhanu, Bir et al. | 2020
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Adversarial Light Projection Attacks on Face Recognition Systems: A Feasibility StudyNguyen, Dinh-Luan / Arora, Sunpreet S. / Wu, Yuhang / Yang, Hao et al. | 2020
- 3557
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Seamless Payment System Using Face And Low-Energy BluetoothChae, Yeongnam / Cheng, Kelvin / Wasnik, Pankaj / Stenger, Bjorn et al. | 2020
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Seeing Red: PPG Biometrics Using Smartphone CamerasLovisotto, Giulio / Turner, Henry / Eberz, Simon / Martinovic, Ivan et al. | 2020
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Quality Guided Sketch-to-Photo Image SynthesisOsahor, Uche / Kazemi, Hadi / Dabouei, Ali / Nasrabadi, Nasser et al. | 2020
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An a-contrario Biometric Fusion ApproachDi Martino, Luis / Preciozzi, Javier / von Gioi, Rafael Grompone / Garella, Guillermo / Fernandez, Alicia / Lecumberry, Federico et al. | 2020
- 3594
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Class-Balanced Training for Deep Face RecognitionZhang, Yaobin / Deng, Weihong et al. | 2020
- 3604
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A Comprehensive Study on Loss Functions for Cross-Factor Face RecognitionHsu, Gee-Sern Jison / Wu, Hung-Yi / Yap, Moi Hoon et al. | 2020
- 3612
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Fold Electrocardiogram Into a FingerprintHsu, Po-Ya / Hsu, Po-Han / Liu, Hsin-Li et al. | 2020
- 3620
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When Person Re-identification Meets Changing ClothesWan, Fangbin / Wu, Yang / Qian, Xuelin / Chen, Yixiong / Fu, Yanwei et al. | 2020
- 3629
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Representations, Metrics and Statistics for Shape Analysis of Elastic GraphsGuo, Xiaoyang / Srivastava, Anuj et al. | 2020
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PI-Net: A Deep Learning Approach to Extract Topological Persistence ImagesSom, Anirudh / Choi, Hongjun / Ramamurthy, Karthikeyan Natesan / Buman, Matthew P. / Turaga, Pavan et al. | 2020
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Hierarchical Image Classification using Entailment Cone EmbeddingsDhall, Ankit / Makarova, Anastasia / Ganea, Octavian / Pavllo, Dario / Greeff, Michael / Krause, Andreas et al. | 2020
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AMC-Loss: Angular Margin Contrastive Loss for Improved Explainability in Image ClassificationChoi, Hongjun / Som, Anirudh / Turaga, Pavan et al. | 2020
- 3667
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Smooth Summaries of Persistence Diagrams and Texture ClassificationChung, Yu-Min / Hull, Michael / Lawson, Austin et al. | 2020
- 3676
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Gromov-Wasserstein Averaging in a Riemannian FrameworkChowdhury, Samir / Needham, Tom et al. | 2020
- 3685
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The Weighted Euler Curve Transform for Shape and Image AnalysisJiang, Qitong / Kurtek, Sebastian / Needham, Tom et al. | 2020
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An Interface between Grassmann manifolds and vector spacesSouza, Lincon S. / Sogi, Naoya / Gatto, Bernardo B. / Kobayashi, Takumi / Fukui, Kazuhiro et al. | 2020
- 3705
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Simplifying Transformations for a Family of Elastic Metrics on the Space of SurfacesSu, Zhe / Bauer, Martin / Klassen, Eric / Gallivan, Kyle et al. | 2020
- 3715
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Metric Learning with A-based Scalar Product for Image-set RecognitionSogi, Naoya / Souza, Lincon S. / Gatto, Bernardo B. / Fukui, Kazuhiro et al. | 2020
- 3725
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A Geometric ConvNet on 3D Shape Manifold for Gait RecognitionHosni, Nadia / Amor, Boulbaba Ben et al. | 2020
- 3735
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A generic unfolding algorithm for manifolds estimated by local linear approximationsMyhre, Jonas Nordhaug / Shaker, Matineh / Kaba, Mustafa Devrim / Jenssen, Robert / Erdogmus, Deniz et al. | 2020
- 3744
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Persistent Homology-based Projection PursuitKachan, Oleg et al. | 2020
- 3752
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Curvature: A signature for Action Recognition in Video SequencesChen, He / Chirikjian, Gregory S. et al. | 2020
- 3760
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Coarse-to-Fine Hamiltonian Dynamics of Hierarchical Flows in Computational AnatomyMiller, Michael I. / Tward, Daniel J. / Trouve, Alain et al. | 2020
- 3766
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Infinitesimal Drift Diffeomorphometry Models for Population Shape AnalysisLee, Brian C. / Tward, Daniel J. / Hu, Zhiyi / Trouve, Alain / Miller, Michael I. et al. | 2020
- 3776
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Deep Low-Rank Subspace ClusteringKheirandishfard, Mohsen / Zohrizadeh, Fariba / Kamangar, Farhad et al. | 2020
- 3782
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Deep Learning of Warping Functions for Shape AnalysisNunez, Elvis / Joshi, Shantanu H. et al. | 2020
- 3791
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Focus Longer to See Better: Recursively Refined Attention for Fine-Grained Image ClassificationShroff, Prateek / Chen, Tianlong / Wei, Yunchao / Wang, Zhangyang et al. | 2020
- 3799
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Color-Constrained Dehazing ModelZhang, Shengdong / Wu, Yue / Zhao, Yuanjie / Cheng, Zuomin / Ren, Wenqi et al. | 2020
- 3808
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VDFlow: Joint Learning for Optical Flow and Video DeblurringYan, Yanyang / Wu, Qingbo / Xu, Bo / Zhang, Jingang / Ren, Wenqi et al. | 2020
- 3817
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A Point Light Source Interference Removal Method for Image DehazingYan, Yanyang / Zhang, Shengdong / Ju, Mingye / Ren, Wenqi / Wang, Rui / Guo, Yuanfang et al. | 2020
- 3826
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Utilizing Mask R-CNN for Waterline Detection in Canoe Sprint Video Analysisvon Braun, Marie-Sophie / Frenzel, Patrick / Kading, Christian / Fuchs, Mirco et al. | 2020
- 3836
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VR Alpine Ski Training Augmentation using Visual Cues of Leading SkierWu, Erwin / Nozawa, Takayuki / Perteneder, Florian / Koike, Hideki et al. | 2020
- 3846
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Multimodal and multiview distillation for real-time player detection on a football fieldCioppa, Anthony / Deliege, Adrien / Ul Huda, Noor / Gade, Rikke / Van Droogenbroeck, Marc / Moeslund, Thomas B. et al. | 2020
- 3856
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Event detection in coarsely annotated sports videos via parallel multi receptive field 1D convolutionsVats, Kanav / Fani, Mehrnaz / Walters, Pascale / Clausi, David A. / Zelek, John et al. | 2020
- 3866
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TTNet: Real-time temporal and spatial video analysis of table tennisVoeikov, Roman / Falaleev, Nikolay / Baikulov, Ruslan et al. | 2020
- 3875
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Using Player's Body-Orientation to Model Pass Feasibility in SoccerArbues-Sanguesa, A. / Martin, A. / Fernandez, J. / Ballester, C. / Haro, G. et al. | 2020
- 3885
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A Non-invasive Vision Based Approach to Velocity Measurement of Skeleton TrainingEvans, Murray / Needham, Laurie / Colyer, Steffi L. / Cosker, Darren P. et al. | 2020
- 3893
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A System for Acquisition and Modelling of Ice-Hockey Stick Shape Deformation from Player Shot VideosMendhurwar, Kaustubha / Handa, Gaurav / Zhu, Leixiao / Mudur, Sudhir / Beauchesne, Etienne / LeVangie, Marc / Hallihan, Aiden / Javadtalab, Abbas / Popa, Tiberiu et al. | 2020
- 3901
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Decoupling Video and Human Motion: Towards Practical Event Detection in Athlete RecordingsEinfalt, Moritz / Lienhart, Rainer et al. | 2020
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As Seen on TV: Automatic Basketball Video Production using Gaussian-based Actionness and Game States RecognitionQuiroga, Julian / Carrillo, Henry / Maldonado, Edisson / Ruiz, John / Zapata, Luis M. et al. | 2020
- 3921
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Improved Soccer Action Spotting using both Audio and Video StreamsVanderplaetse, Bastien / Dupont, Stephane et al. | 2020
- 3932
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Group Activity Detection from Trajectory and Video Data in SoccerSanford, Ryan / Gorji, Siavash / Hafemann, Luiz G. / Pourbabaee, Bahareh / Javan, Mehrsan et al. | 2020
- 3941
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FALCONS: FAst Learner-grader for CONtorted poses in SportsNekoui, Mahdiar / Tito Cruz, Fidel Omar / Cheng, Li et al. | 2020
- 3950
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Activity-aware Attributes for Zero-Shot Driver Behavior RecognitionReis, Simon / Roitberg, Alina / Haurilet, Monica / Stiefelhagen, Rainer et al. | 2020
- 3956
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Diagnosing Rarity in Human-object Interaction DetectionKilickaya, Mert / Smeulders, Arnold et al. | 2020
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Pose-Guided Knowledge Transfer for Object Part SegmentationNaha, Shujon / Xiao, Qingyang / Banik, Prianka / Reza, Md Alimoor / Crandall, David J. et al. | 2020
- 3966
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MA3: Model Agnostic Adversarial Augmentation for Few Shot learningJena, Rohit / Halder, Shirsendu Sukanta / Sycara, Katia et al. | 2020
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ePillID Dataset: A Low-Shot Fine-Grained Benchmark for Pill IdentificationUsuyama, Naoto / Delgado, Natalia Larios / Hall, Amanda K. / Lundin, Jessica et al. | 2020
- 3978
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Image2Audio: Facilitating Semi-supervised Audio Emotion Recognition with Facial Expression ImageHe, Gewen / Liu, Xiaofeng / Fan, Fangfang / You, Jane et al. | 2020
- 3984
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Auto-Annotation Quality Prediction for Semi-Supervised Learning with EnsemblesSimon, Dror / Farber, Miriam / Goldenberg, Roman et al. | 2020
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CLAREL: Classification via retrieval loss for zero-shot learningOreshkin, Boris N. / Rostamzadeh, Negar / Pinheiro, Pedro O. / Pal, Christopher et al. | 2020
- 3994
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Unsupervised Batch NormalizationKocyigit, Mustafa Taha / Sevilla-Lara, Laura / Hospedales, Timothy M. / Bilen, Hakan et al. | 2020
- 4000
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Take the Scenic Route: Improving Generalization in Vision-and-Language NavigationYu, Felix / Deng, Zhiwei / Narasimhan, Karthik / Russakovsky, Olga et al. | 2020
- 4005
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An Embarrassingly Simple Baseline to One-shot LearningLiu, Chen / Xu, Chengming / Wang, Yikai / Zhang, Li / Fu, Yanwei et al. | 2020
- 4010
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Towards Fine-grained Sampling for Active Learning in Object DetectionVikas Desai, Sai / Balasubramanian, Vineeth N et al. | 2020
- 4015
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Zero-Shot Learning in the Presence of Hierarchically Coarsened LabelsSamplawski, Colin / Learned-Miller, Erik / Kwon, Heesung / Marlin, Benjamin M. et al. | 2020
- 4020
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Cross-Domain Knowledge Transfer for Prediction of Chemosensitivity in Ovarian Cancer PatientsYaar, Asfand / Asif, Amina / Ahmed Raza, Shan E / Rajpoot, Nasir / Minhas, Fayyaz et al. | 2020
- 4026
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Selecting Auxiliary Data Using Knowledge Graphs for Image Classification with Limited LabelsRaisi, Elaheh / Bach, Stephen H. et al. | 2020
- 4032
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Relative Position and Map Networks in Few-shot Learning for Image ClassificationXue, Zhiyu / Xie, Zhenshan / Xing, Zheng / Duan, Lixin et al. | 2020
- 4037
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Any-Shot Sequential Anomaly Detection in Surveillance VideosDoshi, Keval / Yilmaz, Yasin et al. | 2020
- 4043
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Alleviating Semantic-level Shift: A Semi-supervised Domain Adaptation Method for Semantic SegmentationWang, Zhonghao / Wei, Yunchao / Feris, Rogerio / Xiong, Jinjun / Hwu, Wen-mei / Huang, Thomas S. / Shi, Honghui et al. | 2020
- 4048
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Self-Supervised Learning of Local Features in 3D Point CloudsThabet, Ali / Alwassel, Humam / Ghanem, Bernard et al. | 2020
- 4053
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A Simple Discriminative Dual Semantic Auto-encoder for Zero-shot ClassificationLiu, Yang / Li, Jin / Gao, Xinbo et al. | 2020
- 4058
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ViSeR: Visual Self-RegularizationIzadinia, Hamid / Garrigues, Pierre et al. | 2020
- 4064
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Context-Guided Super-Class Inference for Zero-Shot DetectionLi, Yanan / Shao, Yilan / Wang, Donghui et al. | 2020
- 4069
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Rethinking Segmentation Guidance for Weakly Supervised Object DetectionYang, Ke / Zhang, Peng / Qiao, Peng / Wang, Zhiyuan / Dai, Huadong / Shen, Tianlong / Li, Dongsheng / Dou, Yong et al. | 2020
- 4074
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CPARR: Category-based Proposal Analysis for Referring RelationshipsHe, Chuanzi / Zhu, Haidong / Gao, Jiyang / Chen, Kan / Nevatia, Ram et al. | 2020
- 4084
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Improved Active Speaker Detection based on Optical FlowHuang, Chong / Koishida, Kazuhito et al. | 2020
- 4091
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Interactive Video Retrieval with DialogMaeoki, Sho / Uehara, Kohei / Harada, Tatsuya et al. | 2020
- 4100
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Self-Supervised Object Detection and Retrieval Using Unlabeled VideosAmrani, Elad / Ben-Ari, Rami / Shapira, Inbar / Hakim, Tal / Bronstein, Alex et al. | 2020
- 4109
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Quality and Relevance Metrics for Selection of Multimodal Pretraining DataRao, Roshan / Rao, Sudha / Nouri, Elnaz / Dey, Debadeepta / Celikyilmaz, Asli / Dolan, Bill et al. | 2020
- 4117
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Multi-modal Dense Video Captioninglashin, Vladimir / Rahtu, Esa et al. | 2020
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Cross-modal Variational Alignment of Latent SpacesTheodoridis, Thomas / Chatzis, Theocharis / Solachidis, Vassilios / Dimitropoulos, Kosmas / Daras, Petros et al. | 2020
- 4137
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Exploring Phrase Grounding without Training: Contextualisation and Extension to Text-Based Image RetrievalParcalabescu, Letitia / Frank, Anette et al. | 2020
- 4147
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Classification-aware Semi-supervised Domain AdaptationHe, Gewen / Liu, Xiaofeng / Fan, Fangfang / You, Jane et al. | 2020
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Analyzing U-Net Robustness for Single Cell Nucleus Segmentation from Phase Contrast ImagesLing, Chenyi / Halter, Michael / Plant, Anne / Majurski, Michael / Stinson, Jeffrey / Chalfoun, Joe et al. | 2020
- 4164
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Celeganser: Automated Analysis of Nematode Morphology and AgeWang, Linfeng / Kong, Shu / Pincus, Zachary / Fowlkes, Charless et al. | 2020
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Estimation of Orientation and Camera Parameters from Cryo-Electron Microscopy Images with Variational Autoencoders and Generative Adversarial NetworksMiolane, Nina / Poitevin, Frederic / Li, Yee-Ting / Holmes, Susan et al. | 2020
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WISH: efficient 3D biological shape classification through Willmore flow and Spherical Harmonics decompositionAgus, Marco / Gobbetti, Enrico / Pintore, Giovanni / Cali, Corrado / Schneider, Jens et al. | 2020
- 4195
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Feedback U-net for Cell Image SegmentationShibuya, Eisuke / Hotta, Kazuhiro et al. | 2020
- 4204
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Multi-object Graph-based Segmentation with Non-overlapping SurfacesJensen, Patrick M. / Dahl, Anders B. / Dahl, Vedrana A. et al. | 2020
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Self-Supervised Feature Extraction for 3D Axon SegmentationKlinghoffer, Tzofi / Morales, Peter / Park, Young-Gyun / Evans, Nicholas / Chung, Kwanghun / Brattain, Laura J. et al. | 2020
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Detection and Classification of Pollen Grain Microscope ImagesBattiato, Sebastiano / Ortis, Alessandro / Trenta, Francesca / Ascari, Lorenzo / Politi, Mara / Siniscalco, Consolata et al. | 2020
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CTMC: Cell Tracking with Mitosis Detection Dataset ChallengeAnjum, Samreen / Gurari, Danna et al. | 2020
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A web-based intelligence platform for diagnosis of malaria in thick blood smear images: a case for a developing countryNakasi, Rose / Tusubira, Jeremy Francis / Zawedde, Aminah / Mansourian, Ali / Mwebaze, Ernest et al. | 2020
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A Topological Nomenclature for 3D Shape Analysis in ConnectomicsTalwar, Abhimanyu / Lin, Zudi / Wei, Donglai / Wu, Yuesong / Zheng, Bowen / Zhao, Jinglin / Jang, Won-Dong / Wang, Xueying / Lichtman, Jeff / Pfister, Hanspeter et al. | 2020
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Representation Learning of Histopathology Images using Graph Neural NetworksAdnan, Mohammed / Kalra, Shivam / Tizhoosh, Hamid R. et al. | 2020
- 4262
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A topological encoding convolutional neural network for segmentation of 3D multiphoton images of brain vasculature using persistent homologyHaft-Javaherian, Mohammad / Villiger, Martin / Schaffer, Chris B. / Nishimura, Nozomi / Golland, Polina / Bouma, Brett E. et al. | 2020
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Rapid Training Data Creation by Synthesizing Medical Images for Classification and LocalizationKushwaha, Abhishek / Gupta, Sarthak / Bhanushali, Anish / Dastidar, Tathagato Rai et al. | 2020
- 4280
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Content-based Propagation of User Markings for Interactive Segmentation of Patterned ImagesDahl, Vedrana A. / Emerson, Monica J. / Trinderup, Camilla H. / Dahl, Anders B. et al. | 2020
- 4289
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SMOKE: Single-Stage Monocular 3D Object Detection via Keypoint EstimationLiu, Zechen / Wu, Zizhang / Toth, Roland et al. | 2020
- 4299
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Wasserstein Loss based Deep Object DetectionHan, Yuzhuo / Liu, Xiaofeng / Sheng, Zhenfei / Ren, Yutao / Han, Xu / You, Jane / Liu, Risheng / Luo, Zhongxuan et al. | 2020