Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation (Englisch)
- Neue Suche nach: Zhang, Linfeng
- Neue Suche nach: Song, Jiebo
- Neue Suche nach: Gao, Anni
- Neue Suche nach: Chen, Jingwei
- Neue Suche nach: Bao, Chenglong
- Neue Suche nach: Ma, Kaisheng
- Neue Suche nach: Zhang, Linfeng
- Neue Suche nach: Song, Jiebo
- Neue Suche nach: Gao, Anni
- Neue Suche nach: Chen, Jingwei
- Neue Suche nach: Bao, Chenglong
- Neue Suche nach: Ma, Kaisheng
In:
2019 IEEE/CVF International Conference on Computer Vision (ICCV)
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3712-3721
;
2019
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ISBN:
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ISSN:
- Aufsatz (Konferenz) / Elektronische Ressource
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Titel:Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation
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Beteiligte:Zhang, Linfeng ( Autor:in ) / Song, Jiebo ( Autor:in ) / Gao, Anni ( Autor:in ) / Chen, Jingwei ( Autor:in ) / Bao, Chenglong ( Autor:in ) / Ma, Kaisheng ( Autor:in )
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Erschienen in:
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Verlag:
- Neue Suche nach: IEEE
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Erscheinungsdatum:01.10.2019
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Format / Umfang:1481197 byte
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ISBN:
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ISSN:
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DOI:
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Medientyp:Aufsatz (Konferenz)
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Format:Elektronische Ressource
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Sprache:Englisch
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Datenquelle:
Inhaltsverzeichnis Konferenzband
Die Inhaltsverzeichnisse werden automatisch erzeugt und basieren auf den im Index des TIB-Portals verfügbaren Einzelnachweisen der enthaltenen Beiträge. Die Anzeige der Inhaltsverzeichnisse kann daher unvollständig oder lückenhaft sein.
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FaceForensics++: Learning to Detect Manipulated Facial ImagesRossler, Andreas / Cozzolino, Davide / Verdoliva, Luisa / Riess, Christian / Thies, Justus / Niessner, Matthias et al. | 2019
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[Title page i]| 2019
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[Title page iii]| 2019
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[Copyright notice]| 2019
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Table of Contents| 2019
- 12
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DeepVCP: An End-to-End Deep Neural Network for Point Cloud RegistrationLu, Weixin / Wan, Guowei / Zhou, Yao / Fu, Xiangyu / Yuan, Pengfei / Song, Shiyu et al. | 2019
- 22
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Shape Reconstruction Using Differentiable Projections and Deep PriorsGadelha, Matheus / Wang, Rui / Maji, Subhransu et al. | 2019
- 31
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Fine-Grained Segmentation Networks: Self-Supervised Segmentation for Improved Long-Term Visual LocalizationLarsson, Mans / Stenborg, Erik / Toft, Carl / Hammarstrand, Lars / Sattler, Torsten / Kahl, Fredrik et al. | 2019
- 42
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SANet: Scene Agnostic Network for Camera LocalizationYang, Luwei / Bai, Ziqian / Tang, Chengzhou / Li, Honghua / Furukawa, Yasutaka / Tan, Ping et al. | 2019
- 52
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Total Denoising: Unsupervised Learning of 3D Point Cloud CleaningCasajus, Pedro Hermosilla / Ritschel, Tobias / Ropinski, Timo et al. | 2019
- 61
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Hierarchical Self-Attention Network for Action Localization in VideosPramono, Rizard Renanda Adhi / Chen, Yie-Tarng / Fang, Wen-Hsien et al. | 2019
- 71
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Goal-Driven Sequential Data AbstractionMuhammad, Umar Riaz / Yang, Yongxin / Hospedales, Timothy / Xiang, Tao / Song, Yi-Zhe et al. | 2019
- 81
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Jointly Aligning Millions of Images With Deep Penalised Reconstruction CongealingAnnunziata, Roberto / Sagonas, Christos / Cali, Jacques et al. | 2019
- 91
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Drop to Adapt: Learning Discriminative Features for Unsupervised Domain AdaptationLee, Seungmin / Kim, Dongwan / Kim, Namil / Jeong, Seong-Gyun et al. | 2019
- 101
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NLNL: Negative Learning for Noisy LabelsKim, Youngdong / Yim, Junho / Yun, Juseung / Kim, Junmo et al. | 2019
- 110
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Message from the General and Program Chairs| 2019
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2019 Organizing Committee| 2019
- 111
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Adversarial Robustness vs. Model Compression, or Both?Ye, Shaokai / Lin, Xue / Xu, Kaidi / Liu, Sijia / Cheng, Hao / Lambrechts, Jan-Henrik / Zhang, Huan / Zhou, Aojun / Ma, Kaisheng / Wang, Yanzhi et al. | 2019
- 112
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2019 Area Chairs| 2019
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2019 Reviewers| 2019
- 121
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On the Design of Black-Box Adversarial Examples by Leveraging Gradient-Free Optimization and Operator Splitting MethodZhao, Pu / Liu, Sijia / Chen, Pin-Yu / Hoang, Nghia / Xu, Kaidi / Kailkhura, Bhavya / Lin, Xue et al. | 2019
- 131
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DewarpNet: Single-Image Document Unwarping With Stacked 3D and 2D Regression NetworksDas, Sagnik / Ma, Ke / Shu, Zhixin / Samaras, Dimitris / Shilkrot, Roy et al. | 2019
- 141
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Learning Robust Facial Landmark Detection via Hierarchical Structured EnsembleZou, Xu / Zhong, Sheng / Yan, Luxin / Zhao, Xiangyun / Zhou, Jiahuan / Wu, Ying et al. | 2019
- 151
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Remote Heart Rate Measurement From Highly Compressed Facial Videos: An End-to-End Deep Learning Solution With Video EnhancementYu, Zitong / Peng, Wei / Li, Xiaobai / Hong, Xiaopeng / Zhao, Guoying et al. | 2019
- 161
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Face-to-Parameter Translation for Game Character Auto-CreationShi, Tianyang / Yuan, Yi / Fan, Changjie / Zou, Zhengxia / Shi, Zhenwei / Liu, Yong et al. | 2019
- 171
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Visual Deprojection: Probabilistic Recovery of Collapsed DimensionsBalakrishnan, Guha / Dalca, Adrian / Zhao, Amy / Guttag, John / Durand, Fredo / Freeman, William et al. | 2019
- 181
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StructureFlow: Image Inpainting via Structure-Aware Appearance FlowRen, Yurui / Yu, Xiaoming / Zhang, Ruonan / Li, Thomas H / Liu, Shan / Li, Ge et al. | 2019
- 191
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Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation to Disease Detection and LocalizationSiddiquee, Md Mahfuzur Rahman / Zhou, Zongwei / Tajbakhsh, Nima / Feng, Ruibin / Gotway, Michael / Bengio, Yoshua / Liang, Jianming et al. | 2019
- 201
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Generative Adversarial Training for Weakly Supervised Cloud MattingZou, Zhengxia / Li, Wenyuan / Shi, Tianyang / Shi, Zhenwei / Ye, Jieping et al. | 2019
- 211
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PAMTRI: Pose-Aware Multi-Task Learning for Vehicle Re-Identification Using Highly Randomized Synthetic DataTang, Zheng / Naphade, Milind / Birchfield, Stan / Tremblay, Jonathan / Hodge, William / Kumar, Ratnesh / Wang, Shuo / Yang, Xiaodong et al. | 2019
- 221
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Generative Adversarial Networks for Extreme Learned Image CompressionAgustsson, Eirikur / Tschannen, Michael / Mentzer, Fabian / Timofte, Radu / Van Gool, Luc et al. | 2019
- 232
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Instance-Guided Context Rendering for Cross-Domain Person Re-IdentificationChen, Yanbei / Zhu, Xiatian / Gong, Shaogang et al. | 2019
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What Else Can Fool Deep Learning? Addressing Color Constancy Errors on Deep Neural Network PerformanceAfifi, Mahmoud / Brown, Michael et al. | 2019
- 253
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Beyond Cartesian Representations for Local DescriptorsEbel, Patrick / Trulls, Eduard / Yi, Kwang Moo / Fua, Pascal / Mishchuk, Anastasiia et al. | 2019
- 263
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Distilling Knowledge From a Deep Pose Regressor NetworkSaputra, Muhamad Risqi U. / Gusmao, Pedro / Almalioglu, Yasin / Markham, Andrew / Trigoni, Niki et al. | 2019
- 273
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Instance-Level Future Motion Estimation in a Single Image Based on Ordinal RegressionKim, Kyung-Rae / Choi, Whan / Koh, Yeong Jun / Jeong, Seong-Gyun / Kim, Chang-Su et al. | 2019
- 283
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Vision-Infused Deep Audio InpaintingZhou, Hang / Liu, Ziwei / Xu, Xudong / Luo, Ping / Wang, Xiaogang et al. | 2019
- 293
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HAWQ: Hessian AWare Quantization of Neural Networks With Mixed-PrecisionDong, Zhen / Yao, Zhewei / Gholami, Amir / Mahoney, Michael / Keutzer, Kurt et al. | 2019
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Evaluating Robustness of Deep Image Super-Resolution Against Adversarial AttacksChoi, Jun-Ho / Zhang, Huan / Kim, Jun-Hyuk / Hsieh, Cho-Jui / Lee, Jong-Seok et al. | 2019
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Overcoming Catastrophic Forgetting With Unlabeled Data in the WildLee, Kibok / Lee, Kimin / Shin, Jinwoo / Lee, Honglak et al. | 2019
- 322
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Symmetric Cross Entropy for Robust Learning With Noisy LabelsWang, Yisen / Ma, Xingjun / Chen, Zaiyi / Luo, Yuan / Yi, Jinfeng / Bailey, James et al. | 2019
- 331
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Few-Shot Learning With Embedded Class Models and Shot-Free Meta TrainingRavichandran, Avinash / Bhotika, Rahul / Soatto, Stefano et al. | 2019
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Dual Directed Capsule Network for Very Low Resolution Image RecognitionSingh, Maneet / Nagpal, Shruti / Singh, Richa / Vatsa, Mayank et al. | 2019
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Recognizing Part Attributes With Insufficient DataZhao, Xiangyun / Yang, Yi / Zhou, Feng / Tan, Xiao / Yuan, Yuchen / Bao, Yingze / Wu, Ying et al. | 2019
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USIP: Unsupervised Stable Interest Point Detection From 3D Point CloudsLi, Jiaxin / Lee, Gim Hee et al. | 2019
- 371
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Mixed High-Order Attention Network for Person Re-IdentificationChen, Binghui / Deng, Weihong / Hu, Jiani et al. | 2019
- 382
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Budget-Aware Adapters for Multi-Domain LearningBerriel, Rodrigo / Lathuillere, Stephane / Nabi, Moin / Klein, Tassilo / Oliveira-Santos, Thiago / Sebe, Nicu / Ricci, Elisa et al. | 2019
- 392
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Compact Trilinear Interaction for Visual Question AnsweringDo, Tuong / Tran, Huy / Do, Thanh-Toan / Tjiputra, Erman / Tran, Quang et al. | 2019
- 402
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Towards Latent Attribute Discovery From Triplet SimilaritiesNigam, Ishan / Tokmakov, Pavel / Ramanan, Deva et al. | 2019
- 411
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GeoStyle: Discovering Fashion Trends and EventsMall, Utkarsh / Matzen, Kevin / Hariharan, Bharath / Snavely, Noah / Bala, Kavita et al. | 2019
- 421
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Towards Adversarially Robust Object DetectionZhang, Haichao / Wang, Jianyu et al. | 2019
- 431
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Automatic and Robust Skull Registration Based on Discrete UniformizationZhao, Junli / Qi, Xin / Wen, Chengfeng / Lei, Na / Gu, Xianfeng et al. | 2019
- 441
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Few-Shot Image Recognition With Knowledge TransferPeng, Zhimao / Li, Zechao / Zhang, Junge / Li, Yan / Qi, Guo-Jun / Tang, Jinhui et al. | 2019
- 450
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Fine-Grained Action Retrieval Through Multiple Parts-of-Speech EmbeddingsWray, Michael / Csurka, Gabriela / Larlus, Diane / Damen, Dima et al. | 2019
- 460
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Vehicle Re-Identification in Aerial Imagery: Dataset and ApproachWang, Peng / Jiao, Bingliang / Yang, Lu / Yang, Yifei / Zhang, Shizhou / Wei, Wei / Zhang, Yanning et al. | 2019
- 470
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Bridging the Domain Gap for Ground-to-Aerial Image MatchingRegmi, Krishna / Shah, Mubarak et al. | 2019
- 480
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A Robust Learning Approach to Domain Adaptive Object DetectionKhodabandeh, Mehran / Vahdat, Arash / Ranjbar, Mani / Macready, William et al. | 2019
- 491
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Graph-Based Object Classification for Neuromorphic Vision SensingBi, Yin / Chadha, Aaron / Abbas, Alhabib / Bourtsoulatze, Eirina / Andreopoulos, Yiannis et al. | 2019
- 502
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Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous DrivingChoi, Jiwoong / Chun, Dayoung / Kim, Hyun / Lee, Hyuk-Jae et al. | 2019
- 512
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Sharpen Focus: Learning With Attention Separability and ConsistencyWang, Lezi / Wu, Ziyan / Karanam, Srikrishna / Peng, Kuan-Chuan / Singh, Rajat Vikram / Liu, Bo / Metaxas, Dimitris et al. | 2019
- 522
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Learning Semantic-Specific Graph Representation for Multi-Label Image RecognitionChen, Tianshui / Xu, Muxin / Hui, Xiaolu / Wu, Hefeng / Lin, Liang et al. | 2019
- 532
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DeceptionNet: Network-Driven Domain RandomizationZakharov, Sergey / Kehl, Wadim / Ilic, Slobodan et al. | 2019
- 542
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Pose-Guided Feature Alignment for Occluded Person Re-IdentificationMiao, Jiaxu / Wu, Yu / Liu, Ping / Ding, Yuhang / Yang, Yi et al. | 2019
- 552
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Robust Person Re-Identification by Modelling Feature UncertaintyYu, Tianyuan / Li, Da / Yang, Yongxin / Hospedales, Timothy / Xiang, Tao et al. | 2019
- 562
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Co-Segmentation Inspired Attention Networks for Video-Based Person Re-IdentificationSubramaniam, Arulkumar / Nambiar, Athira / Mittal, Anurag et al. | 2019
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A Delay Metric for Video Object Detection: What Average Precision Fails to TellMao, Huizi / Yang, Xiaodong / Dally, Bill et al. | 2019
- 583
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IL2M: Class Incremental Learning With Dual MemoryBelouadah, Eden / Popescu, Adrian et al. | 2019
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Asymmetric Non-Local Neural Networks for Semantic SegmentationZhu, Zhen / Xu, Mengdu / Bai, Song / Huang, Tengteng / Bai, Xiang et al. | 2019
- 603
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CCNet: Criss-Cross Attention for Semantic SegmentationHuang, Zilong / Wang, Xinggang / Huang, Lichao / Huang, Chang / Wei, Yunchao / Liu, Wenyu et al. | 2019
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Convex Shape Prior for Multi-Object Segmentation Using a Single Level Set FunctionLuo, Shousheng / Tai, Xue-Cheng / Huo, Limei / Wang, Yang / Glowinski, Roland et al. | 2019
- 622
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Feature Weighting and Boosting for Few-Shot SegmentationNguyen, Khoi / Todorovic, Sinisa et al. | 2019
- 632
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Surface Networks via General CoversHaim, Niv / Segol, Nimrod / Ben-Hamu, Heli / Maron, Haggai / Lipman, Yaron et al. | 2019
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SSAP: Single-Shot Instance Segmentation With Affinity PyramidGao, Naiyu / Shan, Yanhu / Wang, Yupei / Zhao, Xin / Yu, Yinan / Yang, Ming / Huang, Kaiqi et al. | 2019
- 652
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Learning Propagation for Arbitrarily-Structured DataLiu, Sifei / Li, Xueting / Jampani, Varun / Mello, Shalini / Kautz, Jan et al. | 2019
- 662
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MultiSeg: Semantically Meaningful, Scale-Diverse Segmentations From Minimal User InputLiew, Jun Hao / Cohen, Scott / Price, Brian / Mai, Long / Ong, Sim-Heng / Feng, Jiashi et al. | 2019
- 671
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Robust Motion Segmentation From Pairwise MatchesArrigoni, Federica / Pajdla, Tomas et al. | 2019
- 682
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InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-PastingFang, Hao-Shu / Sun, Jianhua / Wang, Runzhong / Gou, Minghao / Li, Yong-Lu / Lu, Cewu et al. | 2019
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Racial Faces in the Wild: Reducing Racial Bias by Information Maximization Adaptation NetworkWang, Mei / Deng, Weihong / Hu, Jiani / Tao, Xunqiang / Huang, Yaohai et al. | 2019
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Uncertainty Modeling of Contextual-Connections Between Tracklets for Unconstrained Video-Based Face RecognitionZheng, Jingxiao / Yu, Ruichi / Chen, Jun-Cheng / Lu, Boyu / Castillo, Carlos / Chellappa, Rama et al. | 2019
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Spatio-Temporal Fusion Based Convolutional Sequence Learning for Lip ReadingZhang, Xingxuan / Cheng, Feng / Shilin, Wang et al. | 2019
- 723
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Occlusion-Aware Networks for 3D Human Pose Estimation in VideoCheng, Yu / Yang, Bo / Wang, Bo / Wending, Yan / Tan, Robby et al. | 2019
- 733
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Context-Aware Feature and Label Fusion for Facial Action Unit Intensity Estimation With Partially Labeled DataZhang, Yong / Jiang, Haiyong / Wu, Baoyuan / Fan, Yanbo / Ji, Qiang et al. | 2019
- 743
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Distill Knowledge From NRSfM for Weakly Supervised 3D Pose LearningWang, Chaoyang / Kong, Chen / Lucey, Simon et al. | 2019
- 753
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MONET: Multiview Semi-Supervised Keypoint Detection via Epipolar DivergenceYao, Yuan / Jafarian, Yasamin / Park, Hyun Soo et al. | 2019
- 763
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Talking With Hands 16.2M: A Large-Scale Dataset of Synchronized Body-Finger Motion and Audio for Conversational Motion Analysis and SynthesisLee, Gilwoo / Deng, Zhiwei / Ma, Shugao / Shiratori, Takaaki / Srinivasa, Siddhartha / Sheikh, Yaser et al. | 2019
- 773
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Occlusion Robust Face Recognition Based on Mask Learning With Pairwise Differential Siamese NetworkSong, Lingxue / Gong, Dihong / Li, Zhifeng / Liu, Changsong / Liu, Wei et al. | 2019
- 783
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Teacher Supervises Students How to Learn From Partially Labeled Images for Facial Landmark DetectionDong, Xuanyi / Yang, Yi et al. | 2019
- 793
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A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation From a Single Depth ImageXiong, Fu / Zhang, Boshen / Xiao, Yang / Cao, Zhiguo / Yu, Taidong / Zhou, Joey Tianyi / Yuan, Junsong et al. | 2019
- 803
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TexturePose: Supervising Human Mesh Estimation With Texture ConsistencyPavlakos, Georgios / Kolotouros, Nikos / Daniilidis, Kostas et al. | 2019
- 813
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FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape From Single RGB ImagesZimmermann, Christian / Ceylan, Duygu / Yang, Jimei / Russell, Bryan / Argus, Max J. / Brox, Thomas et al. | 2019
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Markerless Outdoor Human Motion Capture Using Multiple Autonomous Micro Aerial VehiclesSaini, Nitin / Price, Eric / Tallamraju, Rahul / Enficiaud, Raffi / Ludwig, Roman / Martinovic, Igor / Ahmad, Aamir / Black, Michael et al. | 2019
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Toyota Smarthome: Real-World Activities of Daily LivingDas, Srijan / Dai, Rui / Koperski, Michal / Minciullo, Luca / Garattoni, Lorenzo / Bremond, Francois / Francesca, Gianpiero et al. | 2019
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Relation Parsing Neural Network for Human-Object Interaction DetectionZhou, Penghao / Chi, Mingmin et al. | 2019
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DistInit: Learning Video Representations Without a Single Labeled VideoGirdhar, Rohit / Tran, Du / Torresani, Lorenzo / Ramanan, Deva et al. | 2019
- 862
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Zero-Shot Anticipation for Instructional ActivitiesSener, Fadime / Yao, Angela et al. | 2019
- 872
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Making the Invisible Visible: Action Recognition Through Walls and OcclusionsLi, Tianhong / Fan, Lijie / Zhao, Mingmin / Liu, Yingcheng / Katabi, Dina et al. | 2019
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Recursive Visual Sound Separation Using Minus-Plus NetXu, Xudong / Dai, Bo / Lin, Dahua et al. | 2019
- 892
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Unsupervised Video Interpolation Using Cycle ConsistencyReda, Fitsum / Sun, Deqing / Dundar, Aysegul / Shoeybi, Mohammad / Liu, Guilin / Shih, Kevin / Tao, Andrew / Kautz, Jan / Catanzaro, Bryan et al. | 2019
- 901
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Deformable Surface Tracking by Graph MatchingWang, Tao / Ling, Haibin / Lang, Congyan / Feng, Songhe / Hou, Xiaohui et al. | 2019
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Deep Meta Learning for Real-Time Target-Aware Visual TrackingChoi, Janghoon / Kwon, Junseok / Lee, Kyoung Mu et al. | 2019
- 921
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Looking to Relations for Future Trajectory ForecastChoi, Chiho / Dariush, Behzad et al. | 2019
- 931
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Anchor Diffusion for Unsupervised Video Object SegmentationYang, Zhao / Wang, Qiang / Bertinetto, Luca / Bai, Song / Hu, Weiming / Torr, Philip et al. | 2019
- 941
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Tracking Without Bells and WhistlesBergmann, Philipp / Meinhardt, Tim / Leal-Taixe, Laura et al. | 2019
- 952
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Perspective-Guided Convolution Networks for Crowd CountingYan, Zhaoyi / Yuan, Yuchen / Zuo, Wangmeng / Tan, Xiao / Wang, Yezhen / Wen, Shilei / Ding, Errui et al. | 2019
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End-to-End Wireframe ParsingZhou, Yichao / Qi, Haozhi / Ma, Yi et al. | 2019
- 972
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Incremental Class Discovery for Semantic Segmentation With RGBD SensingNakajima, Yoshikatsu / Kang, Byeongkeun / Saito, Hideo / Kitani, Kris et al. | 2019
- 982
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SSF-DAN: Separated Semantic Feature Based Domain Adaptation Network for Semantic SegmentationDu, Liang / Tan, Jingang / Yang, Hongye / Feng, Jianfeng / Xue, Xiangyang / Zheng, Qibao / Ye, Xiaoqing / Zhang, Xiaolin et al. | 2019
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SpaceNet MVOI: A Multi-View Overhead Imagery DatasetWeir, Nicholas / Lindenbaum, David / Bastidas, Alexei / Etten, Adam / Kumar, Varun / Mcpherson, Sean / Shermeyer, Jacob / Tang, Hanlin et al. | 2019
- 1002
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Multi-Level Bottom-Top and Top-Bottom Feature Fusion for Crowd CountingSindagi, Vishwanath / Patel, Vishal et al. | 2019
- 1013
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Learning Lightweight Lane Detection CNNs by Self Attention DistillationHou, Yuenan / Ma, Zheng / Liu, Chunxiao / Loy, Chen Change et al. | 2019
- 1022
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SplitNet: Sim2Sim and Task2Task Transfer for Embodied Visual NavigationGordon, Daniel / Kadian, Abhishek / Parikh, Devi / Hoffman, Judy / Batra, Dhruv et al. | 2019
- 1032
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Cascaded Parallel Filtering for Memory-Efficient Image-Based LocalizationCheng, Wentao / Lin, Weisi / Chen, Kan / Zhang, Xinfeng et al. | 2019
- 1042
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Pixel2Mesh++: Multi-View 3D Mesh Generation via DeformationWen, Chao / Zhang, Yinda / Li, Zhuwen / Fu, Yanwei et al. | 2019
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A Differential Volumetric Approach to Multi-View Photometric StereoLogothetis, Fotios / Mecca, Roberto / Cipolla, Roberto et al. | 2019
- 1062
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Revisiting Radial Distortion Absolute PoseLarsson, Viktor / Sattler, Torsten / Kukelova, Zuzana / Pollefeys, Marc et al. | 2019
- 1072
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Estimating the Fundamental Matrix Without Point Correspondences With Application to Transmission ImagingWuerfl, Tobias / Aichert, Andre / Maass, Nicole / Dennerlein, Frank / Maier, Andreas et al. | 2019
- 1082
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QUARCH: A New Quasi-Affine Reconstruction Stratum From Vague Relative Camera Orientation KnowledgeAdlakha, Devesh / Habed, Adlane / Morbidi, Fabio / Demonceaux, Cedric / Mathelin, Michel De et al. | 2019
- 1091
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Homography From Two Orientation- and Scale-Covariant FeaturesBarath, Daniel / Kukelova, Zuzana et al. | 2019
- 1100
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Hiding Video in Audio via Reversible Generative ModelsYang, Hyukryul / Ouyang, Hao / Koltun, Vladlen / Chen, Qifeng et al. | 2019
- 1110
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GSLAM: A General SLAM Framework and BenchmarkZhao, Yong / Xu, Shibiao / Bu, Shuhui / Jiang, Hongkai / Han, Pengcheng et al. | 2019
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Elaborate Monocular Point and Line SLAM With Robust InitializationLee, Sang Jun / Hwang, Sung Soo et al. | 2019
- 1130
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Adaptive Density Map Generation for Crowd CountingWan, Jia / Chan, Antoni et al. | 2019
- 1140
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Attention-Aware Polarity Sensitive Embedding for Affective Image RetrievalYao, Xingxu / She, Dongyu / Zhao, Sicheng / Liang, Jie / Lai, Yu-Kun / Yang, Jufeng et al. | 2019
- 1151
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Zero-Shot Emotion Recognition via Affective Structural EmbeddingZhan, Chi / She, Dongyu / Zhao, Sicheng / Cheng, Ming-Ming / Yang, Jufeng et al. | 2019
- 1161
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FW-GAN: Flow-Navigated Warping GAN for Video Virtual Try-OnDong, Haoye / Liang, Xiaodan / Shen, Xiaohui / Wu, Bowen / Chen, Bing-Cheng / Yin, Jian et al. | 2019
- 1171
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Interactive Sketch & Fill: Multiclass Sketch-to-Image TranslationGhosh, Arnab / Zhang, Richard / Dokania, Puneet / Wang, Oliver / Efros, Alexei / Torr, Philip / Shechtman, Eli et al. | 2019
- 1181
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Attention-Based Autism Spectrum Disorder Screening With Privileged ModalityChen, Shi / Zhao, Qi et al. | 2019
- 1191
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Image Aesthetic Assessment Based on Pairwise Comparison A Unified Approach to Score Regression, Binary Classification, and PersonalizationLee, Jun-Tae / Kim, Chang-Su et al. | 2019
- 1201
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Delving Into Robust Object Detection From Unmanned Aerial Vehicles: A Deep Nuisance Disentanglement ApproachWu, Zhenyu / Suresh, Karthik / Narayanan, Priya / Xu, Hongyu / Kwon, Heesung / Wang, Zhangyang et al. | 2019
- 1211
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Bit-Flip Attack: Crushing Neural Network With Progressive Bit SearchRakin, Adnan Siraj / He, Zhezhi / Fan, Deliang et al. | 2019
- 1221
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Pushing the Frontiers of Unconstrained Crowd Counting: New Dataset and Benchmark MethodSindagi, Vishwanath / Yasarla, Rajeev / Patel, Vishal et al. | 2019
- 1232
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Employing Deep Part-Object Relationships for Salient Object DetectionLiu, Yi / Zhang, Qiang / Zhang, Dingwen / Han, Jungong et al. | 2019
- 1242
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Self-Supervised Deep Depth DenoisingSterzentsenko, Vladimiros / Saroglou, Leonidas / Chatzitofis, Anargyros / Thermos, Spiros / Zioulis, Nikolaos / Doumanoglou, Alexandros / Zarpalas, Dimitrios / Daras, Petros et al. | 2019
- 1252
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Cost-Aware Fine-Grained Recognition for IoTs Based on Sequential FixationsWang, Hanxiao / Saligrama, Venkatesh / Sclaroff, Stan / Ablavsky, Vitaly et al. | 2019
- 1262
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Layout-Induced Video Representation for Recognizing Agent-in-Place ActionsYu, Ruichi / Wang, Hongcheng / Li, Ang / Zheng, Jingxiao / Morariu, Vlad / Davis, Larry et al. | 2019
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Lifelong GAN: Continual Learning for Conditional Image GenerationZhai, Mengyao / Chen, Lei / Tung, Fred / He, Jiawei / Nawhal, Megha / Mori, Greg et al. | 2019
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Bayesian Relational Memory for Semantic Visual NavigationWu, Yi / Wu, Yuxin / Tamar, Aviv / Russell, Stuart / Gkioxari, Georgia / Tian, Yuandong et al. | 2019
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Mono-SF: Multi-View Geometry Meets Single-View Depth for Monocular Scene Flow Estimation of Dynamic Traffic ScenesBrickwedde, Fabian / Abraham, Steffen / Mester, Rudolf et al. | 2019
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Prior Guided Dropout for Robust Visual Localization in Dynamic EnvironmentsHuang, Zhaoyang / Xu, Yan / Shi, Jianping / Zhou, Xiaowei / Bao, Hujun / Zhang, Guofeng et al. | 2019
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Drive&Act: A Multi-Modal Dataset for Fine-Grained Driver Behavior Recognition in Autonomous VehiclesMartin, Manuel / Roitberg, Alina / Haurilet, Monica / Horne, Matthias / ReiB, Simon / Voit, Michael / Stiefelhagen, Rainer et al. | 2019
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Depth Completion From Sparse LiDAR Data With Depth-Normal ConstraintsXu, Yan / Zhu, Xinge / Shi, Jianping / Zhang, Guofeng / Bao, Hujun / Li, Hongsheng et al. | 2019
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PRECOG: PREdiction Conditioned on Goals in Visual Multi-Agent SettingsRhinehart, Nicholas / Mcallister, Rowan / Kitani, Kris / Levine, Sergey et al. | 2019
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LPD-Net: 3D Point Cloud Learning for Large-Scale Place Recognition and Environment AnalysisLiu, Zhe / Zhou, Shunbo / Suo, Chuanzhe / Yin, Peng / Chen, Wen / Wang, Hesheng / Li, Haoang / Liu, Yunhui et al. | 2019
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Local Supports Global: Deep Camera Relocalization With Sequence EnhancementXue, Fei / Wang, Xin / Yan, Zike / Wang, Qiuyuan / Wang, Junqiu / Zha, Hongbin et al. | 2019
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Sequential Adversarial Learning for Self-Supervised Deep Visual OdometryLi, Shunkai / Xue, Fei / Wang, Xin / Yan, Zike / Zha, Hongbin et al. | 2019
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TextPlace: Visual Place Recognition and Topological Localization Through Reading Scene TextsHong, Ziyang / Petillot, Yvan / Lane, David / Miao, Yishu / Wang, Sen et al. | 2019
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CamNet: Coarse-to-Fine Retrieval for Camera Re-LocalizationDing, Mingyu / Wang, Zhe / Sun, Jiankai / Shi, Jianping / Luo, Ping et al. | 2019
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Situational Fusion of Visual Representation for Visual NavigationShen, William / Xu, Danfei / Zhu, Yuke / Fei-Fei, Li / Guibas, Leonidas / Savarese, Silvio et al. | 2019
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Learning Aberrance Repressed Correlation Filters for Real-Time UAV TrackingHuang, Ziyuan / Fu, Changhong / Li, Yiming / Lin, Fuling / Lu, Peng et al. | 2019
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6-DOF GraspNet: Variational Grasp Generation for Object ManipulationMousavian, Arsalan / Eppner, Clemens / Fox, Dieter et al. | 2019
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DAGMapper: Learning to Map by Discovering Lane TopologyHomayounfar, Namdar / Liang, Justin / Ma, Wei-Chiu / Fan, Jack / Wu, Xinyu / Urtasun, Raquel et al. | 2019
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3D-LaneNet: End-to-End 3D Multiple Lane DetectionGarnett, Noa / Cohen, Rafi / Pe'er, Tomer / Lahav, Roee / Levi, Dan et al. | 2019
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Sampling-Free Epistemic Uncertainty Estimation Using Approximated Variance PropagationPostels, Janis / Ferroni, Francesco / Coskun, Huseyin / Navab, Nassir / Tombari, Federico et al. | 2019
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Universal Adversarial Perturbation via Prior Driven Uncertainty ApproximationLiu, Hong / Ji, Rongrong / Li, Jie / Zhang, Baochang / Gao, Yue / Wu, Yongjian / Huang, Feiyue et al. | 2019
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Understanding Deep Networks via Extremal Perturbations and Smooth MasksFong, Ruth / Patrick, Mandela / Vedaldi, Andrea et al. | 2019
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Unsupervised Pre-Training of Image Features on Non-Curated DataCaron, Mathilde / Bojanowski, Piotr / Mairal, Julien / Joulin, Armand et al. | 2019
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Learning Local Descriptors With a CDF-Based Dynamic Soft MarginZhang, Linguang / Rusinkiewicz, Szymon et al. | 2019
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Bayes-Factor-VAE: Hierarchical Bayesian Deep Auto-Encoder Models for Factor DisentanglementKim, Minyoung / Wang, Yuting / Sahu, Pritish / Pavlovic, Vladimir et al. | 2019
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Linearized Multi-Sampling for Differentiable Image TransformationJiang, Wei / Sun, Weiwei / Tagliasacchi, Andrea / Trulls, Eduard / Yi, Kwang Moo et al. | 2019
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AdaTransform: Adaptive Data TransformationTang, Zhiqiang / Peng, Xi / Li, Tingfeng / Zhu, Yizhe / Metaxas, Dimitris et al. | 2019
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CARAFE: Content-Aware ReAssembly of FEaturesWang, Jiaqi / Chen, Kai / Xu, Rui / Liu, Ziwei / Loy, Chen Change / Lin, Dahua et al. | 2019
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AFD-Net: Aggregated Feature Difference Learning for Cross-Spectral Image Patch MatchingQuan, Dou / Liang, Xuefeng / Wang, Shuang / Wei, Shaowei / Li, Yanfeng / Huyan, Ning / Jiao, Licheng et al. | 2019
- 3027
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Deep Joint-Semantics Reconstructing Hashing for Large-Scale Unsupervised Cross-Modal RetrievalSu, Shupeng / Zhong, Zhisheng / Zhang, Chao et al. | 2019
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Unsupervised Neural Quantization for Compressed-Domain Similarity SearchMorozov, Stanislav / Babenko, Artem et al. | 2019
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Siamese Networks: The Tale of Two ManifoldsRoy, Soumava / Harandi, Mehrtash / Nock, Richard / Hartley, Richard et al. | 2019
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Learning Combinatorial Embedding Networks for Deep Graph MatchingWang, Runzhong / Yan, Junchi / Yang, Xiaokang et al. | 2019
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Fashion Retrieval via Graph Reasoning Networks on a Similarity PyramidKuang, Zhanghui / Gao, Yiming / Li, Guanbin / Luo, Ping / Chen, Yimin / Lin, Liang / Zhang, Wayne et al. | 2019
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Wavelet Domain Style Transfer for an Effective Perception-Distortion Tradeoff in Single Image Super-ResolutionDeng, Xin / Yang, Ren / Xu, Mai / Dragotti, Pier Luigi et al. | 2019
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Toward Real-World Single Image Super-Resolution: A New Benchmark and a New ModelCai, Jianrui / Zeng, Hui / Yong, Hongwei / Cao, Zisheng / Zhang, Lei et al. | 2019
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RankSRGAN: Generative Adversarial Networks With Ranker for Image Super-ResolutionZhang, Wenlong / Liu, Yihao / Dong, Chao / Qiao, Yu et al. | 2019
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Progressive Fusion Video Super-Resolution Network via Exploiting Non-Local Spatio-Temporal CorrelationsYi, Peng / Wang, Zhongyuan / Jiang, Kui / Jiang, Junjun / Ma, Jiayi et al. | 2019
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Deep SR-ITM: Joint Learning of Super-Resolution and Inverse Tone-Mapping for 4K UHD HDR ApplicationsKim, Soo Ye / Oh, Jihyong / Kim, Munchurl et al. | 2019
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Dynamic PET Image Reconstruction Using Nonnegative Matrix Factorization Incorporated With Deep Image PriorYokota, Tatsuya / Kawai, Kazuya / Sakata, Muneyuki / Kimura, Yuichi / Hontani, Hidekata et al. | 2019
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DSIC: Deep Stereo Image CompressionLiu, Jerry / Wang, Shenlong / Urtasun, Raquel et al. | 2019
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Variable Rate Deep Image Compression With a Conditional AutoencoderChoi, Yoojin / El-Khamy, Mostafa / Lee, Jungwon et al. | 2019
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Real Image Denoising With Feature AttentionAnwar, Saeed / Barnes, Nick et al. | 2019
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Noise Flow: Noise Modeling With Conditional Normalizing FlowsAbdelhamed, Abdelrahman / Brubaker, Marcus / Brown, Michael et al. | 2019
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Bottleneck Potentials in Markov Random FieldsAbbas, Ahmed / Swoboda, Paul et al. | 2019
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Seeing Motion in the DarkChen, Chen / Chen, Qifeng / Do, Minh / Koltun, Vladlen et al. | 2019
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SENSE: A Shared Encoder Network for Scene-Flow EstimationJiang, Huaizu / Sun, Deqing / Jampani, Varun / Lv, Zhaoyang / Learned-Miller, Erik / Kautz, Jan et al. | 2019
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Adversarial Feedback LoopShama, Firas / Mechrez, Roey / Shoshan, Alon / Zelnik-Manor, Lihi et al. | 2019
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Dynamic-Net: Tuning the Objective Without Re-Training for Synthesis TasksShoshan, Alon / Mechrez, Roey / Zelnik-Manor, Lihi et al. | 2019
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AutoGAN: Neural Architecture Search for Generative Adversarial NetworksGong, Xinyu / Chang, Shiyu / Jiang, Yifan / Wang, Zhangyang et al. | 2019
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Co-Evolutionary Compression for Unpaired Image TranslationShu, Han / Wang, Yunhe / Jia, Xu / Han, Kai / Chen, Hanting / Xu, Chunjing / Tian, Qi / Xu, Chang et al. | 2019
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Self-Supervised Representation Learning From Multi-Domain DataFeng, Zeyu / Xu, Chang / Tao, Dacheng et al. | 2019
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Controlling Neural Networks via Energy DissipationMoeller, Michael / Moellenhoff, Thomas / Cremers, Daniel et al. | 2019
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Indices Matter: Learning to Index for Deep Image MattingLu, Hao / Dai, Yutong / Shen, Chunhua / Xu, Songcen et al. | 2019
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LAP-Net: Level-Aware Progressive Network for Image DehazingLi, Yunan / Miao, Qiguang / Ouyang, Wanli / Ma, Zhenxin / Fang, Huijuan / Dong, Chao / Quan, Yining et al. | 2019
- 3285
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Attention Augmented Convolutional NetworksBello, Irwan / Zoph, Barret / Le, Quoc / Vaswani, Ashish / Shlens, Jonathon et al. | 2019
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MetaPruning: Meta Learning for Automatic Neural Network Channel PruningLiu, Zechun / Mu, Haoyuan / Zhang, Xiangyu / Guo, Zichao / Yang, Xin / Cheng, Kwang-Ting / Sun, Jian et al. | 2019
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Accelerate CNN via Recursive Bayesian PruningZhou, Yuefu / Zhang, Ya / Wang, Yan-Feng / Tian, Qi et al. | 2019
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HBONet: Harmonious Bottleneck on Two Orthogonal DimensionsLi, Duo / Zhou, Aojun / Yao, Anbang et al. | 2019
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O2U-Net: A Simple Noisy Label Detection Approach for Deep Neural NetworksHuang, Jinchi / Qu, Lie / Jia, Rongfei / Zhao, Binqiang et al. | 2019
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Continual Learning by Asymmetric Loss Approximation With Single-Side OverestimationPark, Dongmin / Hong, Seokil / Han, Bohyung / Lee, Kyoung Mu et al. | 2019
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Label-PEnet: Sequential Label Propagation and Enhancement Networks for Weakly Supervised Instance SegmentationGe, Weifeng / Huang, Weilin / Guo, Sheng / Scott, Matthew et al. | 2019
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LIP: Local Importance-Based PoolingGao, Ziteng / Wang, Limin / Wu, Gangshan et al. | 2019
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Global Feature Guided Local PoolingKobayashi, Takumi et al. | 2019
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Conditional Coupled Generative Adversarial Networks for Zero-Shot Domain AdaptationWang, Jinghua / Jiang, Jianmin et al. | 2019
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Adversarial Defense by Restricting the Hidden Space of Deep Neural NetworksMustafa, Aamir / Khan, Salman / Hayat, Munawar / Goecke, Roland / Shen, Jianbing / Shao, Ling et al. | 2019
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Hyperpixel Flow: Semantic Correspondence With Multi-Layer Neural FeaturesMin, Juhong / Lee, Jongmin / Ponce, Jean / Cho, Minsu et al. | 2019
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Information Entropy Based Feature Pooling for Convolutional Neural NetworksWan, Weitao / Chen, Jiansheng / Li, Tianpeng / Huang, Yiqing / Tian, Jingqi / Yu, Cheng / Xue, Youze et al. | 2019
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Patchwork: A Patch-Wise Attention Network for Efficient Object Detection and Segmentation in Video StreamsChai, Yuning et al. | 2019
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AttentionRNN: A Structured Spatial Attention MechanismKhandelwal, Siddhesh / Sigal, Leonid et al. | 2019
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Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks With Octave ConvolutionChen, Yunpeng / Fan, Haoqi / Xu, Bing / Yan, Zhicheng / Kalantidis, Yannis / Rohrbach, Marcus / Shuicheng, Yan / Feng, Jiashi et al. | 2019
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Domain Intersection and Domain DifferenceBenaim, Sagie / Khaitov, Michael / Galanti, Tomer / Wolf, Lior et al. | 2019
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Learned Video CompressionRippel, Oren / Nair, Sanjay / Lew, Carissa / Branson, Steve / Anderson, Alexander / Bourdev, Lubomir et al. | 2019
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Local Relation Networks for Image RecognitionHu, Han / Zhang, Zheng / Xie, Zhenda / Lin, Stephen et al. | 2019
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DiscoNet: Shapes Learning on Disconnected Manifolds for 3D EditingMehr, Eloi / Jourdan, Ariane / Thome, Nicolas / Cord, Matthieu / Guitteny, Vincent et al. | 2019
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Deep Residual Learning in the JPEG Transform DomainEhrlich, Max / Davis, Larry et al. | 2019
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Approximated Bilinear Modules for Temporal ModelingZhu, Xinqi / Xu, Chang / Hui, Langwen / Lu, Cewu / Tao, Dacheng et al. | 2019
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Customizing Student Networks From Heterogeneous Teachers via Adaptive Knowledge AmalgamationShen, Chengchao / Xue, Mengqi / Wang, Xinchao / Song, Jie / Sun, Li / Song, Mingli et al. | 2019
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Data-Free Learning of Student NetworksChen, Hanting / Wang, Yunhe / Xu, Chang / Yang, Zhaohui / Liu, Chuanjian / Shi, Boxin / Xu, Chunjing / Xu, Chao / Tian, Qi et al. | 2019
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Deep Closest Point: Learning Representations for Point Cloud RegistrationWang, Yue / Solomon, Justin et al. | 2019
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Orientation-Aware Semantic Segmentation on Icosahedron SpheresZhang, Chao / Liwicki, Stephan / Smith, William / Cipolla, Roberto et al. | 2019
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Differentiable Learning-to-Group Channels via Groupable Convolutional Neural NetworksZhang, Zhaoyang / Li, Jingyu / Shao, Wenqi / Peng, Zhanglin / Zhang, Ruimao / Wang, Xiaogang / Luo, Ping et al. | 2019
- 3551
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HarDNet: A Low Memory Traffic NetworkChao, Ping / Kao, Chao-Yang / Ruan, Yushan / Huang, Chien-Hsiang / Lin, Youn-Long et al. | 2019
- 3561
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Dynamic Multi-Scale Filters for Semantic SegmentationHe, Junjun / Deng, Zhongying / Qiao, Yu et al. | 2019
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Online Model Distillation for Efficient Video InferenceMullapudi, Ravi Teja / Chen, Steven / Zhang, Keyi / Ramanan, Deva / Fatahalian, Kayvon et al. | 2019
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Rethinking Zero-Shot Learning: A Conditional Visual Classification PerspectiveLi, Kai / Min, Martin Renqiang / Fu, Yun et al. | 2019
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Task-Driven Modular Networks for Zero-Shot Compositional LearningPurushwalkam, Senthil / Nickel, Maximillian / Gupta, Abhinav / Ranzato, Marc'aurelio et al. | 2019
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Transductive Episodic-Wise Adaptive Metric for Few-Shot LearningQiao, Limeng / Shi, Yemin / Li, Jia / Tian, Yonghong / Huang, Tiejun / Wang, Yaowei et al. | 2019
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Deep Multiple-Attribute-Perceived Network for Real-World Texture RecognitionZhai, Wei / Cao, Yang / Zhang, Jing / Zha, Zheng-Jun et al. | 2019
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RGB-Infrared Cross-Modality Person Re-Identification via Joint Pixel and Feature AlignmentWang, Guan'an / Zhang, Tianzhu / Cheng, Jian / Liu, Si / Yang, Yang / Hou, Zengguang et al. | 2019
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EvalNorm: Estimating Batch Normalization Statistics for EvaluationSingh, Saurabh / Shrivastava, Abhinav et al. | 2019
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Beyond Human Parts: Dual Part-Aligned Representations for Person Re-IdentificationGuo, Jianyuan / Yuan, Yuhui / Huang, Lang / Zhang, Chao / Yao, Jin-Ge / Han, Kai et al. | 2019
- 3651
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Person Search by Text Attribute Query As Zero-Shot LearningDong, Qi / Zhu, Xiatian / Gong, Shaogang et al. | 2019
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Semantic-Aware Knowledge Preservation for Zero-Shot Sketch-Based Image RetrievalLiu, Qing / Xie, Lingxi / Wang, Huiyu / Yuille, Alan et al. | 2019
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Active Learning for Deep Detection Neural NetworksAghdam, Hamed H. / Gonzalez-Garcia, Abel / Lopez, Antonio / Weijer, Joost et al. | 2019
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One-Shot Neural Architecture Search via Self-Evaluated Template NetworkDong, Xuanyi / Yang, Yi et al. | 2019
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Batch DropBlock Network for Person Re-Identification and BeyondDai, Zuozhuo / Chen, Mingqiang / Gu, Xiaodong / Zhu, Siyu / Tan, Ping et al. | 2019
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Omni-Scale Feature Learning for Person Re-IdentificationZhou, Kaiyang / Yang, Yongxin / Cavallaro, Andrea / Xiang, Tao et al. | 2019
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Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self DistillationZhang, Linfeng / Song, Jiebo / Gao, Anni / Chen, Jingwei / Bao, Chenglong / Ma, Kaisheng et al. | 2019
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Diversity With Cooperation: Ensemble Methods for Few-Shot ClassificationDvornik, Nikita / Mairal, Julien / Schmid, Cordelia et al. | 2019
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Enhancing 2D Representation via Adjacent Views for 3D Shape RetrievalXu, Cheng / Li, Zhaoqun / Qiu, Qiang / Leng, Biao / Jiang, Jingfei et al. | 2019
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Adversarial Fine-Grained Composition Learning for Unseen Attribute-Object RecognitionWei, Kun / Yang, Muli / Wang, Hao / Deng, Cheng / Liu, Xianglong et al. | 2019
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Auto-ReID: Searching for a Part-Aware ConvNet for Person Re-IdentificationQuan, Ruijie / Dong, Xuanyi / Wu, Yu / Zhu, Linchao / Yang, Yi et al. | 2019
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Second-Order Non-Local Attention Networks for Person Re-IdentificationBryan, Bryan / Gong, Yuan / Zhang, Yizhe / Poellabauer, Christian et al. | 2019
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Fast Computation of Content-Sensitive Superpixels and Supervoxels Using Q-DistancesYe, Zipeng / Yi, Ran / Yu, Minjing / Liu, Yong-Jin / He, Ying et al. | 2019
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Progressive-X: Efficient, Anytime, Multi-Model Fitting AlgorithmBarath, Daniel / Matas, Jiri et al. | 2019
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Structured Modeling of Joint Deep Feature and Prediction Refinement for Salient Object DetectionXu, Yingyue / Xu, Dan / Hong, Xiaopeng / Ouyang, Wanli / Ji, Rongrong / Xu, Min / Zhao, Guoying et al. | 2019
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Selectivity or Invariance: Boundary-Aware Salient Object DetectionSu, Jinming / Li, Jia / Zhang, Yu / Xia, Changqun / Tian, Yonghong et al. | 2019
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Online Unsupervised Learning of the 3D Kinematic Structure of Arbitrary Rigid BodiesNunes, Urbano Miguel / Demiris, Yiannis et al. | 2019
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Few-Shot Generalization for Single-Image 3D Reconstruction via PriorsWallace, Bram / Hariharan, Bharath et al. | 2019
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Digging Into Self-Supervised Monocular Depth EstimationGodard, Clement / Aodha, Oisin Mac / Firman, Michael / Brostow, Gabriel et al. | 2019
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Learning Object-Specific Distance From a Monocular ImageZhu, Jing / Fang, Yi et al. | 2019
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Unsupervised 3D Reconstruction NetworksCha, Geonho / Lee, Minsik / Oh, Songhwai et al. | 2019
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3D Point Cloud Generative Adversarial Network Based on Tree Structured Graph ConvolutionsShu, Dongwook / Park, Sung Woo / Kwon, Junseok et al. | 2019
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Visualization of Convolutional Neural Networks for Monocular Depth EstimationHu, Junjie / Zhang, Yan / Okatani, Takayuki et al. | 2019
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Co-Separating Sounds of Visual ObjectsGao, Ruohan / Grauman, Kristen et al. | 2019
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BMN: Boundary-Matching Network for Temporal Action Proposal GenerationLin, Tianwei / Liu, Xiao / Li, Xin / Ding, Errui / Wen, Shilei et al. | 2019
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Weakly Supervised Temporal Action Localization Through Contrast Based Evaluation NetworksLiu, Ziyi / Wang, Le / Zhang, Qilin / Gao, Zhanning / Niu, Zhenxing / Zheng, Nanning / Hua, Gang et al. | 2019
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Progressive Sparse Local Attention for Video Object DetectionGuo, Chaoxu / Fan, Bin / Gu, Jie / Zhang, Qian / Xiang, Shiming / Prinet, Veronique / Pan, Chunhong et al. | 2019
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Reasoning About Human-Object Interactions Through Dual Attention NetworksXiao, Tete / Fan, Quanfu / Gutfreund, Danny / Monfort, Mathew / Oliva, Aude / Zhou, Bolei et al. | 2019
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DMM-Net: Differentiable Mask-Matching Network for Video Object SegmentationZeng, Xiaohui / Liao, Renjie / Gu, Li / Xiong, Yuwen / Fidler, Sanja / Urtasun, Raquel et al. | 2019
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Asymmetric Cross-Guided Attention Network for Actor and Action Video Segmentation From Natural Language QueryWang, Hao / Deng, Cheng / Yan, Junchi / Tao, Dacheng et al. | 2019
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AGSS-VOS: Attention Guided Single-Shot Video Object SegmentationLin, Huaijia / Qi, Xiaojuan / Jia, Jiaya et al. | 2019
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Global-Local Temporal Representations for Video Person Re-IdentificationLi, Jianing / Zhang, Shiliang / Wang, Jingdong / Gao, Wen / Tian, Qi et al. | 2019
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AdvIT: Adversarial Frames Identifier Based on Temporal Consistency in VideosXiao, Chaowei / Deng, Ruizhi / Li, Bo / Lee, Taesung / Edwards, Benjamin / Yi, Jinfeng / Song, Dawn / Liu, Mingyan / Molloy, Ian et al. | 2019
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RANet: Ranking Attention Network for Fast Video Object SegmentationWang, Ziqin / Xu, Jun / Liu, Li / Zhu, Fan / Shao, Ling et al. | 2019
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Spatial-Temporal Relation Networks for Multi-Object TrackingXu, Jiarui / Cao, Yue / Zhang, Zheng / Hu, Han et al. | 2019
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Bridging the Gap Between Detection and Tracking: A Unified ApproachHuang, Lianghua / Zhao, Xin / Huang, Kaiqi et al. | 2019
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Learning the Model Update for Siamese TrackersZhang, Lichao / Gonzalez-Garcia, Abel / Weijer, Joost Van De / Danelljan, Martin / Khan, Fahad Shahbaz et al. | 2019
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Fast-deepKCF Without Boundary EffectZheng, Linyu / Tang, Ming / Chen, Yingying / Wang, Jinqiao / Lu, Hanqing et al. | 2019
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Program-Guided Image ManipulatorsZhang, Xiuming / Mao, Jiayuan / Li, Yikai / Freeman, William / Tenenbaum, Joshua / Wu, Jiajun et al. | 2019
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Calibration of Axial Fisheye Cameras Through Generic Virtual Central ModelsBrousseau, Pierre-Andre / Roy, Sebastien et al. | 2019
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Micro-Baseline Structured LightVenkata, Vishwanath Saragadam Raja / Wang, Jian / Nayar, Shree / Gupta, Mohit et al. | 2019
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lambda-Net: Reconstruct Hyperspectral Images From a Snapshot MeasurementMiao, Xin / Yuan, Xin / Pu, Yunchen / Athitsos, Vassilis et al. | 2019
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Deep Depth From Aberration MapKashiwagi, Masako / Mishima, Nao / Kozakaya, Tatsuo / Hiura, Shinsaku et al. | 2019
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A Dataset of Multi-Illumination Images in the WildMurmann, Lukas / Gharbi, Michael / Aittala, Miika / Durand, Fredo et al. | 2019
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Monocular Neural Image Based Rendering With Continuous View ControlSong, Jie / Chen, Xu / Hilliges, Otmar et al. | 2019
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Multi-View Image FusionTrinidad, Marc Comino / Martin-Brualla, Ricardo / Kainz, Florian / Kontkanen, Janne et al. | 2019
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Enhancing Low Light Videos by Exploring High Sensitivity Camera NoiseWang, Wei / Chen, Xin / Yang, Cheng / Li, Xiang / Hu, Xuemei / Yue, Tao et al. | 2019
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Deep Restoration of Vintage Photographs From Scanned Halftone PrintsGao, Qifan / Shu, Xiao / Wu, Xiaolin et al. | 2019
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Context-Aware Image Matting for Simultaneous Foreground and Alpha EstimationHou, Qiqi / Liu, Feng et al. | 2019
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CFSNet: Toward a Controllable Feature Space for Image RestorationWang, Wei / Guo, Ruiming / Tian, Yapeng / Yang, Wenming et al. | 2019
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Deep Blind Hyperspectral Image FusionWang, Wu / Zeng, Weihong / Huang, Yue / Ding, Xinghao / Paisley, John et al. | 2019
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Fully Convolutional Pixel Adaptive Image DenoiserCha, Sungmin / Moon, Taesup et al. | 2019
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Coherent Semantic Attention for Image InpaintingLiu, Hongyu / Jiang, Bin / Xiao, Yi / Yang, Chao et al. | 2019
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Embedded Block Residual Network: A Recursive Restoration Model for Single-Image Super-ResolutionQiu, Yajun / Wang, Ruxin / Tao, Dapeng / Cheng, Jun et al. | 2019
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Fast Image Restoration With Multi-Bin Trainable Linear UnitsGu, Shuhang / Li, Wen / Van Gool, Luc / Timofte, Radu et al. | 2019
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Counting With Focus for FreeShi, Zenglin / Mettes, Pascal / Snoek, Cees et al. | 2019
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SynDeMo: Synergistic Deep Feature Alignment for Joint Learning of Depth and Ego-MotionBozorgtabar, Behzad / Rad, Mohammad Saeed / Mahapatra, Dwarikanath / Thiran, Jean-Philippe et al. | 2019
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Diverse Image Synthesis From Semantic Layouts via Conditional IMLELi, Ke / Zhang, Tianhao / Malik, Jitendra et al. | 2019
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Towards Bridging Semantic Gap to Improve Semantic SegmentationPang, Yanwei / Li, Yazhao / Shen, Jianbing / Shao, Ling et al. | 2019
- 4239
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Generating Diverse and Descriptive Image Captions Using Visual ParaphrasesLiu, Lixin / Tang, Jiajun / Wan, Xiaojun / Guo, Zongming et al. | 2019
- 4249
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Learning to Collocate Neural Modules for Image CaptioningYang, Xu / Zhang, Hanwang / Cai, Jianfei et al. | 2019
- 4260
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Sequential Latent Spaces for Modeling the Intention During Diverse Image CaptioningAneja, Jyoti / Agrawal, Harsh / Batra, Dhruv / Schwing, Alexander et al. | 2019
- 4270
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Why Does a Visual Question Have Different Answers?Bhattacharya, Nilava / Li, Qing / Gurari, Danna et al. | 2019
- 4280
-
G3raphGround: Graph-Based Language GroundingBajaj, Mohit / Wang, Lanjun / Sigal, Leonid et al. | 2019
- 4290
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Scene Text Visual Question AnsweringBiten, Ali Furkan / Tito, Ruben / Mafla, Andres / Gomez, Lluis / Rusinol, Marcal / Jawahar, C.V. / Valveny, Ernest / Karatzas, Dimosthenis et al. | 2019
- 4301
-
Unsupervised Collaborative Learning of Keyframe Detection and Visual Odometry Towards Monocular Deep SLAMSheng, Lu / Xu, Dan / Ouyang, Wanli / Wang, Xiaogang et al. | 2019
- 4311
-
MVSCRF: Learning Multi-View Stereo With Conditional Random FieldsXue, Youze / Chen, Jiansheng / Wan, Weitao / Huang, Yiqing / Yu, Cheng / Li, Tianpeng / Bao, Jiayu et al. | 2019
- 4321
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Neural-Guided RANSAC: Learning Where to Sample Model HypothesesBrachmann, Eric / Rother, Carsten et al. | 2019
- 4331
-
Efficient Learning on Point Clouds With Basis Point SetsProkudin, Sergey / Lassner, Christoph / Romero, Javier et al. | 2019
- 4341
-
Cross View Fusion for 3D Human Pose EstimationQiu, Haibo / Wang, Chunyu / Wang, Jingdong / Wang, Naiyan / Zeng, Wenjun et al. | 2019
- 4351
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Shape-Aware Human Pose and Shape Reconstruction Using Multi-View ImagesLiang, Junbang / Lin, Ming et al. | 2019
- 4362
-
Monocular Piecewise Depth Estimation in Dynamic Scenes by Exploiting Superpixel RelationsYan, Di / Morimitsu, Henrique / Gao, Shan / Ji, Xiangyang et al. | 2019
- 4372
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Is This the Right Place? Geometric-Semantic Pose Verification for Indoor Visual LocalizationTaira, Hajime / Rocco, Ignacio / Sedlar, Jiri / Okutomi, Masatoshi / Sivic, Josef / Pajdla, Tomas / Sattler, Torsten / Torii, Akihiko et al. | 2019
- 4383
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DeepPruner: Learning Efficient Stereo Matching via Differentiable PatchMatchDuggal, Shivam / Wang, Shenlong / Ma, Wei-Chiu / Hu, Rui / Urtasun, Raquel et al. | 2019
- 4393
-
Convolutional Sequence Generation for Skeleton-Based Action SynthesisYan, Sijie / Li, Zhizhong / Xiong, Yuanjun / Yan, Huahan / Lin, Dahua et al. | 2019
- 4402
-
Onion-Peel Networks for Deep Video CompletionOh, Seoung Wug / Lee, Sungho / Lee, Joon-Young / Kim, Seon Joo et al. | 2019
- 4412
-
Copy-and-Paste Networks for Deep Video InpaintingLee, Sungho / Oh, Seoung Wug / Won, Daeyeun / Kim, Seon Joo et al. | 2019
- 4421
-
Content and Style Disentanglement for Artistic Style TransferKotovenko, Dmytro / Sanakoyeu, Artsiom / Lang, Sabine / Ommer, Bjorn et al. | 2019
- 4431
-
Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space?Abdal, Rameen / Qin, Yipeng / Wonka, Peter et al. | 2019
- 4441
-
Controllable Artistic Text Style Transfer via Shape-Matching GANYang, Shuai / Wang, Zhangyang / Wang, Zhaowen / Xu, Ning / Liu, Jiaying / Guo, Zongming et al. | 2019
- 4451
-
Understanding Generalized Whitening and Coloring Transform for Universal Style TransferChiu, Tai-Yin et al. | 2019
- 4460
-
Learning Implicit Generative Models by Matching Perceptual FeaturesSantos, Cicero Nogueira Dos / Mroueh, Youssef / Padhi, Inkit / Dognin, Pierre et al. | 2019
- 4470
-
Free-Form Image Inpainting With Gated ConvolutionYu, Jiahui / Lin, Zhe / Yang, Jimei / Shen, Xiaohui / Lu, Xin / Huang, Thomas et al. | 2019
- 4480
-
FiNet: Compatible and Diverse Fashion Image InpaintingHan, Xintong / Wu, Zuxuan / Huang, Weilin / Scott, Matthew / Davis, Larry et al. | 2019
- 4491
-
InGAN: Capturing and Retargeting the “DNA” of a Natural ImageShocher, Assaf / Bagon, Shai / Isola, Phillip / Irani, Michal et al. | 2019
- 4501
-
Seeing What a GAN Cannot GenerateBau, David / Zhu, Jun-Yan / Wulff, Jonas / Peebles, William / Zhou, Bolei / Strobelt, Hendrik / Torralba, Antonio et al. | 2019
- 4511
-
COCO-GAN: Generation by Parts via Conditional CoordinatingLin, Chieh Hubert / Chang, Chia-Che / Chen, Yu-Sheng / Juan, Da-Cheng / Wei, Wei / Chen, Hwann-Tzong et al. | 2019
- 4521
-
Neural Turtle Graphics for Modeling City Road LayoutsChu, Hang / Li, Daiqing / Acuna, David / Kar, Amlan / Shugrina, Maria / Wei, Xinkai / Liu, Ming-Yu / Torralba, Antonio / Fidler, Sanja et al. | 2019
- 4530
-
Texture Fields: Learning Texture Representations in Function SpaceOechsle, Michael / Mescheder, Lars / Niemeyer, Michael / Strauss, Thilo / Geiger, Andreas et al. | 2019
- 4540
-
PointFlow: 3D Point Cloud Generation With Continuous Normalizing FlowsYang, Guandao / Huang, Xun / Hao, Zekun / Liu, Ming-Yu / Belongie, Serge / Hariharan, Bharath et al. | 2019
- 4550
-
Meta-Sim: Learning to Generate Synthetic DatasetsKar, Amlan / Prakash, Aayush / Liu, Ming-Yu / Cameracci, Eric / Yuan, Justin / Rusiniak, Matt / Acuna, David / Torralba, Antonio / Fidler, Sanja et al. | 2019
- 4560
-
Specifying Object Attributes and Relations in Interactive Scene GenerationAshual, Oron / Wolf, Lior et al. | 2019
- 4569
-
SinGAN: Learning a Generative Model From a Single Natural ImageShaham, Tamar Rott / Dekel, Tali / Michaeli, Tomer et al. | 2019
- 4580
-
VaTeX: A Large-Scale, High-Quality Multilingual Dataset for Video-and-Language ResearchWang, Xin / Wu, Jiawei / Chen, Junkun / Li, Lei / Wang, Yuan-Fang / Wang, William Yang et al. | 2019
- 4591
-
A Graph-Based Framework to Bridge Movies and SynopsesXiong, Yu / Huang, Qingqiu / Guo, Lingfeng / Zhou, Hang / Zhou, Bolei / Lin, Dahua et al. | 2019
- 4601
-
From Strings to Things: Knowledge-Enabled VQA Model That Can Read and ReasonSingh, Ajeet Kumar / Mishra, Anand / Shekhar, Shashank / Chakraborty, Anirban et al. | 2019
- 4612
-
Counterfactual Critic Multi-Agent Training for Scene Graph GenerationChen, Long / Zhang, Hanwang / Xiao, Jun / He, Xiangnan / Pu, Shiliang / Chang, Shih-Fu et al. | 2019
- 4623
-
Robust Change CaptioningPark, Dong Huk / Darrell, Trevor / Rohrbach, Anna et al. | 2019
- 4633
-
Attention on Attention for Image CaptioningHuang, Lun / Wang, Wenmin / Chen, Jie / Wei, Xiao-Yong et al. | 2019
- 4643
-
Dynamic Graph Attention for Referring Expression ComprehensionYang, Sibei / Li, Guanbin / Yu, Yizhou et al. | 2019
- 4653
-
Visual Semantic Reasoning for Image-Text MatchingLi, Kunpeng / Zhang, Yulun / Li, Kai / Li, Yuanyuan / Fu, Yun et al. | 2019
- 4662
-
Phrase Localization Without Paired Training ExamplesWang, Josiah / Specia, Lucia et al. | 2019
- 4672
-
Learning to Assemble Neural Module Tree Networks for Visual GroundingLiu, Daqing / Zhang, Hanwang / Zha, Zheng-Jun / Wu, Feng et al. | 2019
- 4682
-
A Fast and Accurate One-Stage Approach to Visual GroundingYang, Zhengyuan / Gong, Boqing / Wang, Liwei / Huang, Wenbing / Yu, Dong / Luo, Jiebo et al. | 2019
- 4693
-
Zero-Shot Grounding of Objects From Natural Language QueriesSadhu, Arka / Chen, Kan / Nevatia, Ram et al. | 2019
- 4703
-
Towards Unconstrained End-to-End Text SpottingQin, Siyang / Bissaco, Alessandro / Raptis, Michalis / Fujii, Yasuhisa / Xiao, Ying et al. | 2019
- 4714
-
What Is Wrong With Scene Text Recognition Model Comparisons? Dataset and Model AnalysisBaek, Jeonghun / Kim, Geewook / Lee, Junyeop / Park, Sungrae / Han, Dongyoon / Yun, Sangdoo / Oh, Seong Joon / Lee, Hwalsuk et al. | 2019
- 4723
-
Sparse and Imperceivable Adversarial AttacksCroce, Francesco / Hein, Matthias et al. | 2019
- 4732
-
Enhancing Adversarial Example Transferability With an Intermediate Level AttackHuang, Qian / Katsman, Isay / Gu, Zeqi / He, Horace / Belongie, Serge / Lim, Ser-Nam et al. | 2019
- 4742
-
Implicit Surface Representations As Layers in Neural NetworksMichalkiewicz, Mateusz / Pontes, Jhony Kaesemodel / Jack, Dominic / Baktashmotlagh, Mahsa / Eriksson, Anders et al. | 2019
- 4752
-
A Tour of Convolutional Networks Guided by Linear InterpretersMichelini, Pablo Navarrete / Liu, Hanwen / Lu, Yunhua / Jiang, Xingqun et al. | 2019
- 4762
-
Small Steps and Giant Leaps: Minimal Newton Solvers for Deep LearningHenriques, Joao / Ehrhardt, Sebastien / Albanie, Samuel / Vedaldi, Andrea et al. | 2019
- 4772
-
Semantic Adversarial Attacks: Parametric Transformations That Fool Deep ClassifiersJoshi, Ameya / Mukherjee, Amitangshu / Sarkar, Soumik / Hegde, Chinmay et al. | 2019
- 4783
-
Hilbert-Based Generative Defense for Adversarial ExamplesBai, Yang / Feng, Yan / Wang, Yisen / Dai, Tao / Xia, Shutao / Jiang, Yong et al. | 2019
- 4793
-
On the Efficacy of Knowledge DistillationCho, Jang Hyun / Hariharan, Bharath et al. | 2019
- 4802
-
Sym-Parameterized Dynamic Inference for Mixed-Domain Image TranslationChang, Simyung / Park, Seonguk / Yang, John / Kwak, Nojun et al. | 2019
- 4811
-
Better and Faster: Exponential Loss for Image Patch MatchingWang, Shuang / Li, Yanfeng / Liang, Xuefeng / Quan, Dou / Yang, Bowu / Wei, Shaowei / Jiao, Licheng et al. | 2019
- 4821
-
Physical Adversarial Textures That Fool Visual Object TrackingWiyatno, Rey / Xu, Anqi et al. | 2019
- 4831
-
Wasserstein GAN With Quadratic Transport CostLiu, Huidong / Gu, Xianfeng / Samaras, Dimitris et al. | 2019
- 4841
-
Scalable Verified Training for Provably Robust Image ClassificationGowal, Sven / Dvijotham, Krishnamurthy / Stanforth, Robert / Bunel, Rudy / Qin, Chongli / Uesato, Jonathan / Arandjelovic, Relja / Mann, Timothy Arthur / Kohli, Pushmeet et al. | 2019
- 4851
-
Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural NetworksGong, Ruihao / Liu, Xianglong / Jiang, Shenghu / Li, Tianxiang / Hu, Peng / Lin, Jiazhen / Yu, Fengwei / Yan, Junjie et al. | 2019
- 4861
-
The LogBarrier Adversarial Attack: Making Effective Use of Decision Boundary InformationFinlay, Chris / Pooladian, Aram-Alexandre / Oberman, Adam et al. | 2019
- 4870
-
Proximal Mean-Field for Neural Network QuantizationAjanthan, Thalaiyasingam / Dokania, Puneet / Hartley, Richard / Torr, Philip et al. | 2019
- 4880
-
Improving Adversarial Robustness via Guided Complement EntropyChen, Hao-Yun / Liang, Jhao-Hong / Chang, Shih-Chieh / Pan, Jia-Yu / Chen, Yu-Ting / Wei, Wei / Juan, Da-Cheng et al. | 2019
- 4889
-
A Geometry-Inspired Decision-Based AttackLiu, Yujia / Moosavi-Dezfooli, Seyed-Mohsen / Frossard, Pascal et al. | 2019
- 4898
-
Universal Perturbation Attack Against Image RetrievalLi, Jie / Ji, Rongrong / Liu, Hong / Hong, Xiaopeng / Gao, Yue / Tian, Qi et al. | 2019