Transfer Meta Learning (Englisch)
- Neue Suche nach: Zengeler, Nico
- Neue Suche nach: Glasmachers, Tobias
- Neue Suche nach: Handmann, Uwe
- Neue Suche nach: Zengeler, Nico
- Neue Suche nach: Glasmachers, Tobias
- Neue Suche nach: Handmann, Uwe
In:
2022 26th International Conference on Pattern Recognition (ICPR)
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4471-4478
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2022
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ISBN:
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ISSN:
- Aufsatz (Konferenz) / Elektronische Ressource
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Titel:Transfer Meta Learning
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Beteiligte:
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Erschienen in:
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Verlag:
- Neue Suche nach: IEEE
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Erscheinungsdatum:21.08.2022
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Format / Umfang:1095066 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.
- 1
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Borrowing from yourself: Faster future video segmentation with partial channel updateCourdier, Evann / Fleuret, Francois et al. | 2022
- 1
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DSPOTE: Density-induced Selection Probability-based Oversampling TEchnique for Imbalanced LearningWei, Zhen / Zhang, Li / Zhao, Lei et al. | 2022
- 1
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Deep Appearance Consistent Human Pose TransferTiwari, Ashish / Khan, Zeeshan / Vora, Aditya / Rama Rao, Manjuprakash / Raman, Shanmuganathan et al. | 2022
- 9
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The Sound of Bounding-BoxesOya, Takashi / Iwase, Shohei / Morishima, Shigeo et al. | 2022
- 16
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Detect Audio-Video Temporal Synchronization Errors in Advertisements (Ads)Liu, Zongyi Joe / Chen, Devin / Feng, Yarong / Ling, Yuan / Luo, Shunyan / Dong, Shujing / Ferry, Bruce et al. | 2022
- 23
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StyleVC: Non-Parallel Voice Conversion with Adversarial Style GeneralizationHwang, In-Sun / Lee, Sang-Hoon / Lee, Seong-Whan et al. | 2022
- 31
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Attention-based Broad Self-guided Network for Low-light Image EnhancementChen, Zilong / Liang, Yaling / Du, Minghui et al. | 2022
- 39
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CobNet: Cross Attention on Object and Background for Few-Shot SegmentationGuan, Haoyan / Michael, Spratling et al. | 2022
- 46
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Convolutional Transformer for Fast and Accurate Gravitational Wave DetectionJiang, Letian / Luo, Yuan et al. | 2022
- 54
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Se2NAS: Self-Semi-Supervised architecture optimization for Semantic SegmentationPauletto, Loic / Amini, Massih-Reza / Winckler, Nicolas et al. | 2022
- 61
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Speckle Image Restoration without Clean DataTai, Tsung-Ming / Jhang, Yun-Jie / Hwang, Wen-Jyi / Cheng, Chau-Jern et al. | 2022
- 68
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Backdoor Attacks against Deep Neural Networks by Personalized Audio SteganographyLiu, Peng / Zhang, Shuyi / Yao, Chuanjian / Ye, Wenzhe / Li, Xianxian et al. | 2022
- 75
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A Face Structure Attention Network for Face Super-ResolutionLi, Chengjie / Xiao, Nanfeng et al. | 2022
- 82
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Cooperation of Boundary Attention and Negative Matrix L1 Regularization Loss Function for Polyp SegmentationLiu, Guoqi / Zhao, Manqi / Bai, Lu / Guo, Zhengnan et al. | 2022
- 89
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Decoupled Frequency Learning for Dynamic Scene DeblurringLiu, Tao / Tan, Shan et al. | 2022
- 97
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MMINR: Multi-frame-to-Multi-frame Inference with Noise Resistance for Precipitation Nowcasting with RadarSun, Feng / Bai, Cong / Song, Yi / Zhang, Jinglin et al. | 2022
- 104
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Guided-Crop Image Augmentation for Small Defect ClassificationOrti, Joan / Moreno-Noguer, Francesc / Puig, Vicenc et al. | 2022
- 111
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Deep Attention-based Lightweight Network For Aerial Image DeblurringWang, Suhe / Liu, Bo et al. | 2022
- 119
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Dual-Illumination Weighting and EstimationXing, Xiaoyan / Feng, Sibo / Qian, Yanlin / Dong, Yuhan et al. | 2022
- 126
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Stereo Image Compression Using Recurrent Neural Network With A Convolutional Neural Network-Based Occlusion DetectionGul, M. Shahzeb Khan / Suleman, Hamid / Batz, Michel / Keinert, Joachim et al. | 2022
- 133
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Learning to Adapt to Domain Shifts with Few-shot Samples in Anomalous Sound DetectionChen, Bingqing / Bondi, Luca / Das, Samarjit et al. | 2022
- 140
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Boosting Camouflaged Object Detection with Dual-Task Interactive TransformerLiu, Zhengyi / Zhang, Zhili / Tan, Yacheng / Wu, Wei et al. | 2022
- 147
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Feature Fusion Super Resolution Network with Gradient GuidanceQin, Yeguang / Tuerxun, Palidan / Tang, Fengxiao / Qian, Yurong / Zhao, Ming / Zhu, Yusen et al. | 2022
- 154
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MHASAN: Multi-Head Angular Self Attention Network for Spoof DetectionHasan, Md / Roy, Koushik / Rupty, Labiba / Hossain, Md. Sourave / Sengupta, Shirshajit / Taus, Shehzad Noor / Mohammed, Nabeel et al. | 2022
- 161
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Multi-Scale Detail Enhancement Network for Image Super-ResolutionWang, Sen / Zheng, Jin et al. | 2022
- 168
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Interactive Image Inpainting Using Semantic GuidanceYu, Wangbo / Du, Jinhao / Liu, Ruixin / Li, Yixuan / Zhu, Yuesheng et al. | 2022
- 175
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Efficient and Flexible Sublabel-Accurate Energy MinimizationNurlanov, Zhakshylyk / Cremers, Daniel / Bernard, Florian et al. | 2022
- 182
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A Low-Complexity Approach to Rate-Distortion Optimized Variable Bit-Rate Compression for Split DNN ComputingDatta, Parual / Ahuja, Nilesh / Somayazulu, V. Srinivasa / Tickoo, Omesh et al. | 2022
- 189
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Manifold Learning-based Frequency Estimation for extracting ENF signal from digital videoJeon, Youngbae / Han, Hyekyung / Yoon, Ji Won et al. | 2022
- 196
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Projection of semi-shapes for rotational symmetry detectionNguyen, Thanh Phuong / Nguyen, Thanh Tuan / Tran, Thanh-Hai et al. | 2022
- 203
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Low Light Image Enhancement by Multispectral Fusion and Convolutional Neural NetworksMei, Lin / Jung, Cheolkon et al. | 2022
- 210
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AdaDeId: Adjust Your Identity Attribute FreelyMa, Tianxiang / Li, Dongze / Wang, Wei / Dong, Jing et al. | 2022
- 217
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Attention W-Net: Improved Skip Connections for Better RepresentationsMohan, Shikhar / Bhattacharya, Saumik / Ghosh, Sayantari et al. | 2022
- 223
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Automatic Detection and Fitting of Ellipse Markers Using EllipseNetQian, Zhengda / Tang, Fulin / Liu, Bingxi / Fu, Yujie / Wu, Shaohuan / Jia, Xiaohong / Wu, Yihong et al. | 2022
- 230
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Semi-supervised Dual-Domain Adaptation for Semantic SegmentationChen, Ying / Ouyang, Xu / Zhu, Kaiyue / Agam, Gady et al. | 2022
- 238
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A lightweight multi-scale context network for salient object detection in optical remote sensing imagesLin, Yuhan / Sun, Han / Liu, Ningzhong / Bian, Yetong / Cen, Jun / Zhou, Huiyu et al. | 2022
- 245
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A Novel Image Descriptor with Aggregated Semantic Skeleton Representation for Long-term Visual Place RecognitionNie, Jiwei / Feng, Joe-Mei / Xue, Dingyu / Pan, Feng / Liu, Wei / Hu, Jun / Cheng, Shuai et al. | 2022
- 252
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Accelerating the creation of instance segmentation training sets through bounding box annotationSayez, Niels / Vleeschouwer, Christophe De et al. | 2022
- 259
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Coarse to Fine: Image Restoration Boosted by Multi-Scale Low-Rank Tensor CompletionLin, Rui / Chen, Cong / Wong, Ngai et al. | 2022
- 266
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Image Inpainting with Multi-scale Consistent FeaturesChen, Peifu / Zhang, Jianwei / Han, Guoqiang / Ruan, Zhihui et al. | 2022
- 274
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Audio-Driven Deformation Flow for Effective Lip ReadingFeng, Dalu / Yang, Shuang / Shan, Shiguang / Chen, Xilin et al. | 2022
- 281
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Active Short-Long Exposure DeblurringYang, Dan / Koskinen, Samu / Kamarainen, Joni-Kristian et al. | 2022
- 288
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GraSens: A Gabor Residual Anti-aliasing Sensing Framework for Action Recognition using WiFiHao, Yanling / Shi, Zhiyuan / Mu, Xidong / Liu, Yuanwei et al. | 2022
- 296
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Multi-feature Co-learning for Image InpaintingLin, Jiayu / Wang, Yuan-Gen / Tang, Wenzhi / Li, Aifeng et al. | 2022
- 303
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Context-aware Deformable Alignment for Video Object SegmentationYang, Jie / Xia, Mingfu / Zhou, Xue et al. | 2022
- 310
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Embedding Spatial Relations in Visual Question Answering for Remote SensingFaure, Maxime / Lobry, Sylvain / Kurtz, Camille / Wendling, Laurent et al. | 2022
- 317
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Extremely Low-Light Image Enhancement with Scene Text RestorationHsu, Po-Hao / Lin, Che-Tsung / Ng, Chun Chet / Long Kew, Jie / Tan, Mei Yih / Lai, Shang-Hong / Chan, Chee Seng / Zach, Christopher et al. | 2022
- 324
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AutoLC: Search Lightweight and Top-Performing Architecture for Remote Sensing Image Land-Cover ClassificationZheng, Chenyu / Wang, Junjue / Ma, Ailong / Zhong, Yanfei et al. | 2022
- 331
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Improving Multiple Machine Vision Tasks in the Compressed DomainLiu, Jinming / Sun, Heming / Katto, Jiro et al. | 2022
- 338
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Compressed Video Quality Enhancement with Motion Approximation and Blended AttentionHan, Xiaohao / Zhang, Wei / Pu, Jian et al. | 2022
- 345
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Hybrid Adaptive Enhanced Network for Single Image Super ResolutionZhang, Wenwei / Wang, Xiaofeng / Chen, Dongfang / Zhang, Xuan et al. | 2022
- 352
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MTKDSR: Multi-Teacher Knowledge Distillation for Super Resolution Image ReconstructionYao, Gengqi / Li, Zhan / Bhanu, Bir / Kang, Zhiqing / Zhong, Ziyi / Zhang, Qingfeng et al. | 2022
- 359
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Audio Signal-based Depression Level Prediction Combining Temporal and Spectral FeaturesFu, Xiaoyan / Li, Jinming / Liu, Honghong / Zhang, Miaomiao / Xin, Ge et al. | 2022
- 366
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On the Robustness of Cross-lingual Speaker Recognition using Transformer-based ApproachesLiao, Wen-Hung / Chen, Wei-Yu / Wu, Yi-Chieh et al. | 2022
- 379
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Generating Spatial-aware Captions for TextCapsWang, Yehuan / Shang, Lin et al. | 2022
- 386
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Swin-CasUNet: Cascaded U-Net with Swin Transformer for Masked Face RestorationZeng, Chengbin / Liu, Yi / Song, Chunli et al. | 2022
- 393
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A circular shifting binary descriptor for efficient rotation invariant image matchingSoleimani, Parastoo / Li, Kin Fun / Capson, David W. et al. | 2022
- 400
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Exploring Spatiotemporal Relationships for Improving Compressed Video QualityHan, Xiaohao / Zhang, Wei / Pu, Jian et al. | 2022
- 407
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A multi-stage restoration method for degraded images with light scattering and absorptionCai, Ye / Gao, Hongxia / Niu, Shicheng / Qi, Tian / Yang, Weipeng et al. | 2022
- 414
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Dual-Path Geometry-Aware Network for Semantic Segmentation of High-Resolution Aerial ImagesXian, Zhenglin / Wang, Jiaying / Yang, Junli / Wang, Bin / Feng, Zideng / Huang, Yifei et al. | 2022
- 421
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Towards Quality Assessment of Blind Deconvolution with Shift CompensationLaribi, Ghada / Welk, Martin et al. | 2022
- 428
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Estimation of the noise level function for color images using mathematical morphology and non-parametric statisticsEsteban, Baptiste / Tochon, Guillaume / Carlinet, Edwin / Verna, Didier et al. | 2022
- 435
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Leveraging Vector-Quantized Variational Autoencoder Inner Metrics for Anomaly DetectionGangloff, Hugo / Pham, Minh-Tan / Courtrai, Luc / Lefevre, Sebastien et al. | 2022
- 442
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Weakly Supervised Fire and Smoke Segmentation in Forest Images with CAM and CRFAmaral, Bernardo / Niknejad, Milad / Barata, Catarina / Bernardino, Alexandre et al. | 2022
- 449
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Resolution Transfer for Object Detection from Satellite ImageryYellin, Florence / Smith, Eric / Albright, Michael / McCloskey, Scott et al. | 2022
- 457
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Unsupervised Low-light Image Enhancement with Decoupled NetworksXiong, Wei / Liu, Ding / Shen, Xiaohui / Fang, Chen / Luo, Jiebo et al. | 2022
- 464
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Multi-Band Texture Modeling Using Finite Mixtures of Multivariate Generalized Gaussian DistributionsYapi, Daniel / Allili, Mohand Said et al. | 2022
- 470
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Unsupervised Hierarchical Disentanglement for Video PredictionMotallebi, Mohammad Reza / Westfechtel, Thomas / Li, Yang / Harada, Tatsuya et al. | 2022
- 477
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Light-weight Frequency Information Aware Neural Network Architecture for Voice Spoofing DetectionChoi, Sunmook / Oh, Seungsang / Yang, Jonghoon / Lee, Yerin / Kwak, Il-Youp et al. | 2022
- 484
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Adversarial Attack on Semantic Segmentation Preprocessed with Super ResolutionLim, Gyeongsup / Kim, Minjae / Hur, Junbeom et al. | 2022
- 491
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Learning Speaker-specific Lip-to-Speech GenerationVarshney, Munender / Yadav, Ravindra / Namboodiri, Vinay P. / Hegde, Rajesh M et al. | 2022
- 499
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Group Delay based Methods for Detection and Recognition of Whispered SpeechVedvyasan, Kishore / Nathwani, Karan / Hegde, Rajesh M. et al. | 2022
- 506
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Deep Speaker Embedding Using Hybrid Network of Multi-Feature Aggregation and Multi-Loss Fusion for TI-SVLi, Xiao / Hu, Xiao / Chen, Xiao / Pan, Hang / Niu, Kun et al. | 2022
- 513
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Dual-network Multi-attention Collaborative Classification Based on Fine-grained VisionZhu, Qiangxi / Kuang, WenLan / Li, Zhixin et al. | 2022
- 521
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OPEN: Order-preserving Pointcloud Encoder Decoder Network for Body Shape RefinementZhu, Haidong / Yuan, Ye / Zhu, Yiheng / Yang, Xiao / Nevatia, Ram et al. | 2022
- 528
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Points to Patches: Enabling the Use of Self-Attention for 3D Shape RecognitionBerg, Axel / Oskarsson, Magnus / O'Connor, Mark et al. | 2022
- 535
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Learning Sequential Contexts using Transformer for 3D Hand Pose EstimationKhaleghi, Leyla / Marshall, Joshua / Etemad, Ali et al. | 2022
- 542
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DenseGAP: Graph-Structured Dense Correspondence Learning with Anchor PointsKuang, Zhengfei / Li, Jiaman / He, Mingming / Wang, Tong / Zhao, Yajie et al. | 2022
- 550
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MeFirst ranking and multiple dichotomies : Via Linear Programming and Neural NetworksNagy, George / Krishnamoorthy, Mukkai et al. | 2022
- 557
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A Curvature based Isometric Feature MappingLevada, Alexandre L. M. et al. | 2022
- 564
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Efficient Dynamic Texture Classification with Probabilistic MotifsNguyen, Luong Phat / Mille, Julien / Li, Dominique H. / Conte, Donatello / Ragot, Nicolas et al. | 2022
- 571
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Learning to Aggregate and Refine Noisy Labels for Visual Sentiment AnalysisZhu, Wei / Zheng, Zihe / Zheng, Haitian / Lyu, Hanjia / Luo, Jiebo et al. | 2022
- 578
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Robust 3D rotation invariant local binary pattern for volumetric texture classificationLu, Shengyu / Mahmoodi, Sasan / Niranjan, Mahesan et al. | 2022
- 585
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Scene Aware Semantic Crack Segmentation from Oblique Drone ImageryTian, Yaolin / Wan, Xue / Wu, Aodi / Zhao, Guangyuan et al. | 2022
- 593
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Text-guided visual representation learning for medical image retrieval systemsSerieys, Guillaume / Kurtz, Camille / Fournier, Laure / Cloppet, Florence et al. | 2022
- 599
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PRNU-Net: a Deep Learning Approach for Source Camera Model Identification based on Videos Taken with SmartphoneAkbari, Younes / Almaadeed, Noor / Al-Maadeed, Somaya / Khelifi, Fouad / Bouridane, Ahmed et al. | 2022
- 606
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KPI-BERT: A Joint Named Entity Recognition and Relation Extraction Model for Financial ReportsHillebrand, Lars / Deuser, Tobias / Dilmaghani, Tim / Kliem, Bernd / Loitz, Rudiger / Bauckhage, Christian / Sifa, Rafet et al. | 2022
- 613
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Entity-Driven Fact-Aware Abstractive Summarization of Biomedical LiteratureAlambo, Amanuel / Banerjee, Tanvi / Thirunarayan, Krishnaprasad / Raymer, Michael et al. | 2022
- 621
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GAIM: Graph-aware Feature Interactional Model for Spam Movie Review DetectionZhang, Lei / Song, Xueqiang / Zhao, Xiaoming / Fang, Yuwei / Li, Dong / Wang, Haizhou et al. | 2022
- 629
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Who wants to be a Click-Millionaire? On the Influence of Thumbnails and CaptionsKoller, Thomas / Grabner, Helmut et al. | 2022
- 636
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Natural Gas Leakage Detection: a Deep Learning Framework on IR Video DataSpatafora, Maria Ausilia Napoli / Allegra, Dario / Giudice, Oliver / Stanco, Filippo / Battiato, Sebastiano et al. | 2022
- 643
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Deep Residual Network with Multi-Image Attention for Imputing Under Clouds in Satellite ImageryYang, Xian / Zhao, Yifan / Vatsavai, Ranga Raju et al. | 2022
- 650
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Towards Synthesizing Realistic Data for Efficient On-Device Image DeblurringDas, Saikat Kumar / Shashavali, D / Lee, Soohyeong / Shukla, Alok / Bajpai, Pankaj Kumar et al. | 2022
- 657
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Average Activation Network for Weakly Supervised Semantic SegmentationFan, Zhenkun / Sun, Xin / Dong, Junyu et al. | 2022
- 663
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U-Former: Improving Monaural Speech Enhancement with Multi-head Self and Cross AttentionXu, Xinmeng / Hao, Jianjun et al. | 2022
- 670
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RFNet: A Refinement Network for Semantic SegmentationZhu, Guilin / Wang, Runmin / Han, Chang / Liu, Yingying / Ding, Yajun / Liu, Minghao / Liu, Li / Sang, Nong et al. | 2022
- 677
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PyNet-V2 Mobile: Efficient On-Device Photo Processing With Neural NetworksIgnatov, Andrey / Malivenko, Grigory / Timofte, Radu / Tseng, Yu / Xu, Yu-Syuan / Yu, Po-Hsiang / Chiang, Cheng-Ming / Kuo, Hsien-Kai / Chen, Min-Hung / Cheng, Chia-Ming et al. | 2022
- 685
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FIPHN: Feature-Integrated Patch-Hierarchical Network for Single Image Reflection RemovalWang, Wei / Yu, Dongyu / Li, Yue et al. | 2022
- 692
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ARawNet: A Lightweight Solution for Leveraging Raw Waveforms in Spoof Speech DetectionTeng, Zhongwei / Fu, Quchen / White, Jules / Powell, Maria E. / Schmidt, Douglas C. et al. | 2022
- 699
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A Learning Method for Feature Correspondence with OutliersYang, Xu / Zeng, Shao-Feng / Han, Yu / Lu, Yu-Chen / Liu, Zhi-Yong et al. | 2022
- 706
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Comparison of Methodologies for Detecting Feeding Activity in Aquatic EnvironmentAdolfo, Goncalo / Bernardino, Alexandre / Baylina, Nuria / Pinto, H. Sofia et al. | 2022
- 713
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Low-light Image Enhancement Using Chain-consistent Adversarial NetworksLiu, Minghao / Luo, Jiahao / Zhang, Xiaohan / Liu, Yang / Davis, James et al. | 2022
- 720
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Unsupervised Feature Selection via Feature-Grouping and Orthogonal ConstraintYuan, Aihong / Huang, Jiahao / Wei, Chen / Zhang, Wenjie / Zhang, Naidan / You, Mengbo et al. | 2022
- 727
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Multi-Branch with Attention Network for Hand-Based Person RecognitionBaisa, Nathanael L. / Williams, Bryan / Rahmani, Hossein / Angelov, Plamen / Black, Sue et al. | 2022
- 733
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MOST-Net: A Memory Oriented Style Transfer Network for Face Sketch SynthesisJi, Fan / Sun, Muyi / Qi, Xingqun / Li, Qi / Sun, Zhenan et al. | 2022
- 740
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VCL-PL:Semi-Supervised Learning from Noisy Web Data with Variational Contrastive LearningYavuz, Mehmet Can / Yanikoglu, Berrin et al. | 2022
- 748
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FaceQAN: Face Image Quality Assessment Through Adversarial Noise ExplorationBabnik, Ziga / Peer, Peter / Struc, Vitomir et al. | 2022
- 755
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Hardware-Efficient Ultrasonic Entrance Counting: Comparing Different Machine Learning ApproachesLanger, Tim / Waschneck, Bernd / Partzsch, Johannes / Kelber, Florian / Mayr, Christian et al. | 2022
- 762
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Dyadic Movement Synchrony Estimation Under Privacy-preserving ConditionsLi, Jicheng / Bhat, Anjana / Barmaki, Roghayeh et al. | 2022
- 770
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A Joint Cascaded Framework for Simultaneous Eye State, Eye Center, and Gaze EstimationZhu, Jie / Li, Mengtang / Yu, Yuezhao / Gou, Chao et al. | 2022
- 777
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Uncertain Label Correction via Auxiliary Action Unit Graphs for Facial Expression RecognitionLiu, Yang / Zhang, Xingming / Kauttonen, Janne / Zhao, Guoying et al. | 2022
- 791
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A Deep Dilated Convolutional Self-attention Model for Multimodal Human Activity RecognitionWang, Shengzhi / Xiao, Shuo / Wang, Yu / Jiang, Haifeng / Zhang, Guopeng et al. | 2022
- 798
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CorrLoss: Integrating Co-Occurrence Domain Knowledge for Affect RecognitionRieger, Ines / Pahl, Jaspar / Finzel, Bettina / Schmid, Ute et al. | 2022
- 805
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Towards cumulative race time regression in sports: I3D ConvNet transfer learning in ultra-distance running eventsFreire-Obregon, David / Lorenzo-Navarro, Javier / Santana, Oliverio J. / Hernandez-Sosa, Daniel / Castrillon-Santana, Modesto et al. | 2022
- 812
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Conditional Multimodal Biometrics Embedding Learning For Periocular and Face in the WildNg, Tiong-Sik / Low, Cheng-Yaw / Long Chai, Jacky Chen / Beng Jin Teoh, Andrew et al. | 2022
- 819
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Shakespeer: Verifying the Co-presence of Smart Devices and Users via VibrationWang, Gucheng / Prakash, Jay / Sim, Terence / Han, Jun et al. | 2022
- 826
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SRNet: Structural Relation-aware Network for Head Pose EstimationZeng, Zhaoxiang / Zhu, Dongchen / Zhang, Guanghui / Shi, Wenjun / Wang, Lei / Zhang, Xiaolin / Li, Jiamao et al. | 2022
- 833
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A Secure and Practical Sample-then-lock Scheme for Iris RecognitionZhu, Feng / Shen, Peisong / Chen, Kaini / Ma, Yucheng / Chen, Chi et al. | 2022
- 840
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Spectral Embedding and Novel Low-rank Approximation Based Multi-view ClusteringLiu, Xiaobo / Long, Yin / Nomikos, Yiannis et al. | 2022
- 847
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Primitive Contrastive Learning for Handwritten Mathematical Expression RecognitionGuo, Hong-Yu / Wang, Chuang / Yin, Fei / Liu, Heng-Ye / Wu, Jin-Wen / Liu, Cheng-Lin et al. | 2022
- 855
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QuantFace: Towards Lightweight Face Recognition by Synthetic Data Low-bit QuantizationBoutros, Fadi / Damer, Naser / Kuijper, Arjan et al. | 2022
- 863
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Cross-Resolution Person Re-Identification via Deep Group-Aware Representation LearningYe, Xiang / Gao, Guangwei et al. | 2022
- 870
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Transformer based Fingerprint Feature ExtractionTandon, Saraansh / Namboodiri, Anoop et al. | 2022
- 877
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Neural Architecture Searching for Facial Attributes-based Depression RecognitionChen, Mingzhe / Xiao, Xi / Zhang, Bin / Liu, Xinyu / Lu, Runiu et al. | 2022
- 885
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Sensor Data Simulation with Wandering Behavior for the Elderly Living AloneTanaka, Kai / Kudo, Mineichi / Kimura, Keigo et al. | 2022
- 892
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Utilizing CNNs for Cryptanalysis of Selective Biometric Face Sample EncryptionHofbauer, Heinz / Martinez-Diaz, Yoanna / Luevano, Luis Santiago / Mendez-Vazquez, Heydi / Uhl, Andreas et al. | 2022
- 900
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Label-based Multiple Object Ensemble Tracking with Randomized Frame DroppingKawanishi, Yasutomo et al. | 2022
- 907
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Learning Bi-directional Feature Propagation with Latent Layout Modeling for Group Re-identificationWang, Yuan / Zhang, Quan / Lai, Jianhuang / Xie, Xiaohua / Dong, Junhao et al. | 2022
- 914
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Incremental Training of Face Morphing DetectorsBorghi, Guido / Graffieti, Gabriele / Franco, Annalisa / Maltoni, Davide et al. | 2022
- 922
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Neuromorphic Event-based Face Identity RecognitionMoreira, Goncalo / Graca, Andre / Silva, Bruno / Martins, Pedro / Batista, Jorge et al. | 2022
- 930
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3D Face Reconstruction for Forensic Recognition - A SurveyLa Cava, Simone Maurizio / Orru, Giulia / Goldmann, Tomas / Drahansky, Martin / Marcialis, Gian Luca et al. | 2022
- 938
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Verification of Sitter Identity Across Historical Portrait Paintings by Confidence-aware Face RecognitionHuber, Marco / Terhorst, Philipp / Luu, Anh Thi / Kirchbuchner, Florian / Damer, Naser et al. | 2022
- 945
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What makes you, you? Analyzing Recognition by Swapping Face PartsFerrari, Claudio / Serpentoni, Matteo / Berretti, Stefano / Del Bimbo, Alberto et al. | 2022
- 952
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The Lognometer : A New Normalized and Computerized Device for Assessing the Neurodevelopment of Fine Motor Control in ChildrenO'Reilly, Christian / Plamondon, Rejean / Faci, Nadir et al. | 2022
- 959
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Alcohol Consumption Detection from Periocular NIR Images Using Capsule NetworkTapia, Juan / Droguett, Enrique Lopez / Busch, Christoph et al. | 2022
- 967
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Contact Versus Noncontact Detection of Driver’s DrowsinessSharak, Salem / Das, Kapotaksha / Riani, Kais / Abouelenien, Mohamed / Burzo, Mihai / Mihalcea, Rada et al. | 2022
- 975
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Cross-Session Motor Imagery EEG Classification using Self-Supervised Contrastive LearningLotey, Taveena / Keserwani, Prateek / Wasnik, Gaurav / Roy, Partha Pratim et al. | 2022
- 982
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On Missing Scores in Evolving Multibiometric SystemsDale, Melissa R / Jain, Anil / Ross, Arun et al. | 2022
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Interpretable Gait Recognition by Granger CausalityBalazia, Michal / Hlavackova-Schindler, Katerina / Sojka, Petr / Plant, Claudia et al. | 2022
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AACP: Model Compression by Accurate and Automatic Channel PruningLin, Lanbo / Chen, Shengjie / Yang, Yujiu / Guo, Zhenhua et al. | 2022
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Class Incremental Learning based on Local Structure Constraints in Feature SpaceLi, Yinan / Luo, Ronghua / Huang, Zhenming et al. | 2022
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Exploiting Diversity of Unlabeled Data for Label-Efficient Semi-Supervised Active LearningBuchert, Felix / Navab, Nassir / Kim, Seong Tae et al. | 2022
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Class-Discriminative CNN CompressionLiu, Yuchen / Wentzlaff, David / Kung, S. Y. et al. | 2022
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Efficient Gaussian Process Model on Class-Imbalanced Datasets for Generalized Zero-Shot LearningYe, Changkun / Barnes, Nick / Petersson, Lars / Tsuchida, Russell et al. | 2022
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MultiPoseSeg: Feedback Knowledge Transfer for Multi-Person Pose Estimation and Instance SegmentationAhmad, Niaz / Khan, Jawad / Kim, Jeremy Yuhyun / Lee, Youngmoon et al. | 2022
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Convolutional Attribute Mask with Two-step Attention for Fashion Image RetrievalSong, Chull Hwan / Joo Han, Hye et al. | 2022
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Genetic-based Joint Dynamic Pruning and Learning Algorithm to Boost DNN PerformanceFamili, Azadeh / Lao, Yingjie et al. | 2022
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Non-uniform Piecewise Linear Activation Functions in Deep Neural NetworksZhu, Zezhou / Dong, Yuan et al. | 2022
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A Novel Predictor with Optimized Sampling Method for Hardware-aware NASHu, Yue / Shen, Chongfei / Yang, Lixin / Wu, Zhipeng / Liu, Yu et al. | 2022
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Multi-view Based 3D Point Cloud Completion Algorithm for VehiclesIbrahim, Yahya / Nagy, Balazs / Benedek, Csaba et al. | 2022
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Lightweight Conditional Model Extrapolation for Streaming Data under Class-Prior ShiftTomaszewska, Paulina / Lampert, Christoph H. et al. | 2022
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LDGAN: Latent Determined Ensemble Helps Removing IID Data Assumption and Cross-node Sampling in Distributed GANsWang, Wei / Wu, Ziwen / Xiang, Xueshuang / Li, Yue et al. | 2022
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Look Beyond Bias with Entropic Adversarial Data AugmentationDuboudin, Thomas / Dellandrea, Emmanuel / Abgrall, Corentin / Henaff, Gilles / Chen, Liming et al. | 2022
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Domain Generalization via Selective Consistency Regularization for Time Series ClassificationZhang, Wenyu / Ragab, Mohamed / Foo, Chuan-Sheng et al. | 2022
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Extended StyleGAN Encoder for Image RestorationLin, Kaitong / Cai, Qingling et al. | 2022
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Temporal Alignment for History Representation in Reinforcement LearningErmolov, Aleksandr / Sangineto, Enver / Sebe, Nicu et al. | 2022
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Quantization of Generative Adversarial Networks for Efficient Inference: A Methodological StudyAndreev, Pavel / Fritzler, Alexander et al. | 2022
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Discriminative Neural Variational Model for Unbalanced Classification Tasks in Knowledge GraphRiera, Carlos Boned / Terrades, Oriol Ramos et al. | 2022
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Kernel Modulation: A Parameter-Efficient Method for Training Convolutional Neural NetworksHu, Yuhuang / Liu, Shih-Chii et al. | 2022
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PBGAN: Path Based Graph Attention Network for HeterophilyGuan, Xiangshuo / Wang, Dan / Xiong, Congcong / Li, Shangrong / Chen, Youning et al. | 2022
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Efficient Fall Detection for a Healthcare Robot System Based on 3-Axis Accelerometer and Depth Sensor Fusion with LSTM NetworksKim, Kijung / Yun, Guhnoo / Park, Sung-Kee / Kim, Dong Hwan et al. | 2022
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Multi-View Graph Autoencoder for Unsupervised Graph Representation LearningLi, Jingci / Lu, Guangquan / Wu, Zhengtian et al. | 2022
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GCN2CAPS: Graph Convolutional Network to Capsule Network For Wide-Field Robust Graph LearningNiu, Shuyi / Sun, Junxiao / Kong, Youyong / Shu, Huazhong et al. | 2022
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Learning to Active Learn by Gradient Variation based on Instance ImportanceFlesca, Sergio / Mandaglio, Domenico / Scala, Francesco / Tagarelli, Andrea et al. | 2022
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Towards Robust Community Detection via Extreme Adversarial AttacksChen, Chunchun / Zhu, Wenjie / Peng, Bo / Lu, Huijuan et al. | 2022
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Aspect-based Sentiment Analysis with Graph Convolutional Networks over Dependency AwarenessWang, Xue / Liu, Peiyu / Zhu, Zhenfang / Lu, Ran et al. | 2022
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Combinatorial optimization for low bit-width neural networksZhou, Han / Ashrafi, Aida / Blaschko, Matthew B. et al. | 2022
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Interaction and Alignment for Visible-Infrared Person Re-IdentificationGong, Jiahao / Zhao, Sanyuan / Lam, Kin-Man et al. | 2022
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NEWSFARM: A Large-Scale Chinese Corpus of Long News SummarizationZang, Shunan / Zhang, Chuang / Liu, Xiaojun / Chen, Xiaojun / Zhang, Peng / Liu, Jie et al. | 2022
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Question Classification Based on Weak Supervision and Interrogative Pronouns Attention MechanismHaisa, Gulizada / Altenbek, Gulila et al. | 2022
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Pixel to Binary Embedding Towards Robustness for CNNsKishida, Ikki / Nakayama, Hideki et al. | 2022
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Improving weight clipping in Wasserstein GANsMassart, Estelle et al. | 2022
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Accelerating DNN Training with Structured Data Gradient PruningMcDanel, Bradley / Dinh, Helia / Magallanes, John et al. | 2022
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Efficient Hybrid Network: Inducting Scattering FeaturesMinskiy, Dmitry / Bober, Miroslaw et al. | 2022
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Automatic Adjustment of Fourier Embedding Parametrizations for Implicit Neural RepresentationsHofer, Timon / Zell, Andreas et al. | 2022
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Fast Model-based Policy Search for Universal Policy NetworksSemage, Buddhika Laknath / George Karimpanal, Thommen / Rana, Santu / Venkatesh, Svetha et al. | 2022
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Uncertainty Aware System Identification with Universal PoliciesSemage, Buddhika Laknath / George Karimpanal, Thommen / Rana, Santu / Venkatesh, Svetha et al. | 2022
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Neural Network Decision-Making Criteria Consistency Analysis via Inputs SensitivityXing, Eric / Liu, Liangliang / Xing, Xin / Qu, Yunni / Jacobs, Nathan / Liang, Gongbo et al. | 2022
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GGViT:Multistream Vision Transformer Network in Face2Face Facial Reenactment DetectionWu, Haotian / Wang, Peipei / Wang, Xin / Xiang, Ji / Gong, Rui et al. | 2022
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Predicting Team Performance with Spatial Temporal Graph Convolutional NetworksHu, Shengnan / Sukthankar, Gita et al. | 2022
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Boundary Defense Against Black-box Adversarial AttacksAithal, Manjushree B. / Li, Xiaohua et al. | 2022
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Frustratingly Easy Knowledge Distillation via Attentive Similarity MatchingChen, Dingyao / Tan, Huibin / Lan, Long / Zhang, Xiang / Liang, Tianyi / Luo, Zhigang et al. | 2022
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Curse of co-Dimensionality: Explaining Adversarial Examples by Embedding Geometry of Data ManifoldTasaki, Hajime / Kaneko, Yuji / Chao, Jinhui et al. | 2022
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Refining Design Spaces in Knowledge Distillation for Deep Collaborative LearningIwata, Sachi / Minami, Soma / Hirakawa, Tsubasa / Yamashita, Takayoshi / Fujiyoshi, Hironobu et al. | 2022
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A Hybrid Spectrum Prediction Model Based on Deep LearningXia, Jing / Dou, Zheng / Qi, Lin / Si, Guangzhen et al. | 2022
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Cascaded Video Generation for Videos In-the-WildCastrejon, Lluis / Ballas, Nicolas / Courville, Aaron et al. | 2022
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Neural Architecture Adaptation for Object Detection by Searching Channel Dimensions and Mapping Pre-trained ParametersJung, Harim / Oh, Myeong-Seok / Yang, Cheoljong / Lee, Seong-Whan et al. | 2022
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AID-Purifier: A Light Auxiliary Network for Boosting Adversarial DefenseHwang, Duhun / Lee, Eunjung / Rhee, Wonjong et al. | 2022
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KSRG:Knowledge-Aware Sequential Recommendation with Graph Neural NetworksYuan, Yuan / Tang, Yan / Yan, Zhiqiang / Hu, Min / Du, Luomin et al. | 2022
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Deep Surface Reconstruction from Point Clouds with Visibility InformationSulzer, Raphael / Landrieu, Loic / Boulch, Alexandre / Marlet, Renaud / Vallet, Bruno et al. | 2022
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Supervised Contrastive Learning for Robust and Efficient Multi-modal Emotion and Sentiment AnalysisGomaa, Ahmed / Maier, Andreas / Kosti, Ronak et al. | 2022
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Data-Efficient Deep Reinforcement Learning with Symmetric ConsistencyZhang, Xianchao / Yang, Wentao / Zhang, Xiaotong / Liu, Han / Wang, Guanglu et al. | 2022
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2-D latent space models: Layer-wise perceptual training and spatial groundingGrujicic, Dusan / Blaschko, Matthew et al. | 2022
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Backward recursive Class Activation Map refinement for high resolution saliency mapEnglebert, Alexandre / Cornu, Olivier / de Vleeschouwer, Christophe et al. | 2022
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WeStcoin: Weakly-Supervised Contextualized Text Classification with Imbalance and Noisy LabelsZhang, Yupei / Zhou, Yaya / Liu, Shuhui / Zhang, Wenxin / Xiao, Min / Shang, Xuequn et al. | 2022
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MSCE-Net: Multi-scale Spatial and Channel Enhancing Net based on Attention for Cloud Image ClassificationLin, Chih-Wei / Jin, Lingjie et al. | 2022
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Performance Prediction Under Dataset ShiftMaggio, Simona / Bouvier, Victor / Dreyfus-Schmidt, Leo et al. | 2022
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Fused Pruning based Robust Deep Neural Network Watermark EmbeddingLi, Tengfei / Wang, Shuo / Jing, Huiyun / Lian, Zhichao / Meng, Shunmei / Li, Qianmu et al. | 2022
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Learning the Space of Deep ModelsBerardi, Gianluca / De Luigi, Luca / Salti, Samuele / Di Stefano, Luigi et al. | 2022
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Learning Consistent Global-Local Representation for Cross-Domain Facial Expression RecognitionXie, Yuhao / Gao, Yuefang / Lin, Jiantao / Chen, Tianshui et al. | 2022
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Mimicking the immune system to diagnose Parkinson's disease from handwritingParziale, Antonio / Cioppa, Antonio Della / Marcelli, Angelo et al. | 2022
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Metamorphic Testing-based Adversarial Attack to Fool Deepfake DetectorsLim, Nyee Thoang / Yi Kuan, Meng / Pu, Muxin / Lim, Mei Kuan / Yong Chong, Chun et al. | 2022
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Towards Sentiment and Emotion aided Intent DetectionTrivedi, Ashutosh Kumar / Tiwari, Abhishek / Saha, Sriparna / Maitra, Anutosh / Ramnani, Roshni / Sengupta, Shubhashis et al. | 2022
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Characterizing Cell Shape Distributions Using k-Mode Kernel MixturesDeng, Ximu / Srivastava, Anuj / Sarkar, Rituparna / Labruyere, Elisabeth / Olivo-Marin, Jean-Christophe et al. | 2022
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A Channel-Spatial Hybrid Attention Mechanism using Channel Weight Transfer StrategyPan, Jie / Hu, Haigen / Liu, Aizhu / Zhou, Qianwei / Guan, Qiu et al. | 2022
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PETA: Photo Albums Event Recognition using Transformers AttentionGlaser, Tamar / Ben-Baruch, Emanuel / Sharir, Gilad / Zamir, Nadav / Noy, Asaf / Zelnik-Manor, Lihi et al. | 2022
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A hybrid multi-modal visual data cross fusion network for indoor and outdoor scene segmentationHu, Sijie / Bonardi, Fabien / Bouchafa, Samia / Sidibe, Desire et al. | 2022
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Focus and Adjust: Progressive Refinement Network for Human Object Interaction DetectionYang, Baixiang / Gao, Wei / Li, Ge et al. | 2022
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Autoencoder Attractors for Uncertainty EstimationDa Cruz, Steve Dias / Taetz, Bertram / Stifter, Thomas / Stricker, Didier et al. | 2022
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Automatic Pruning Rate Derivation for Structured Pruning of Deep Neural NetworksSakai, Yasufumi / Iwakawa, Akinori / Tabaru, Tsuguchika / Inoue, Atsuki / Kawaguchi, Hiroshi et al. | 2022
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AutoCoMet: Smart Neural Architecture Search via Co-Regulated Shaping ReinforcementDas, Mayukh / Singh, Brijraj / Chheda, Harsh K. / Sharma, Pawan / NS, Pradeep et al. | 2022
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I-SPLIT: Deep Network Interpretability for Split ComputingCunico, Federico / Capogrosso, Luigi / Setti, Francesco / Carra, Damiano / Fummi, Franco / Cristani, Marco et al. | 2022
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Audio and Video-based Emotion Recognition using Multimodal TransformersJohn, Vijay / Kawanishi, Yasutomo et al. | 2022
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Multimodal Emotion Recognition with Modality-Pairwise Unsupervised Contrastive LossFranceschini, Riccardo / Fini, Enrico / Beyan, Cigdem / Conti, Alessandro / Arrigoni, Federica / Ricci, Elisa et al. | 2022
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Face Value: On the Impact of Annotation (In-)Consistencies and Label Ambiguity in Facial Data on Emotion RecognitionGebele, Jens / Brune, Philipp / Fauser, Stefan et al. | 2022
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Transformer-Based Self-Supervised Learning for Emotion RecognitionVazquez-Rodriguez, Juan / Lefebvre, Gregoire / Cumin, Julien / Crowley, James L. et al. | 2022
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Learning Feature Fusion for Unsupervised Domain Adaptive Person Re-identificationDing, Jin / Zhou, Xue et al. | 2022
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Learning Multi-Context Dynamic Listwise Relation for Generalizable Person Re-IdentificationLin, Chengzhi / Wu, Ancong / Zheng, Wei-Shi et al. | 2022
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Decoupled Contrastive Learning for Intra-Camera Supervised Person Re-identificationHu, Shiteng / Zhang, Xin / Xie, Xiaohua et al. | 2022
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Multi-Class Hypersphere Anomaly DetectionKirchheim, Konstantin / Filax, Marco / Ortmeier, Frank et al. | 2022
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Effortless Training of Joint Energy-Based Models with Sliced Score MatchingLiu, Xixi / Staudt, D. / Lin, Che-Tsung / Zach, Christopher et al. | 2022
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Online Deep Clustering with Video Track ConsistencyAlfani, Alessandra / Becattini, Federico / Seidenari, Lorenzo / Del Bimbo, Alberto et al. | 2022
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Complexity of Representations in Deep LearningKam Ho, Tin et al. | 2022
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Semi-Supervised Anomaly Detection with Contrastive RegularizationJezequel, Loic / Vu, Ngoc-Son / Beaudet, Jean / Histace, Aymeric et al. | 2022
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SHERLock: Self-Supervised Hierarchical Event Representation LearningRoychowdhury, S / Sontakke, S A / Itti, L / Sarkar, M / Aggarwal, M / Badjatiya, P / Puri, N / Krishnamurthy, B et al. | 2022
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Narrowing Attention in Capsule NetworksThiele, Sebastian / Risse, Benjamin et al. | 2022
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Efficient Dense-Graph Convolutional Network with Inductive Prior Augmentations for Unsupervised Micro-Gesture RecognitionShah, Atif / Chen, Haoyu / Shi, Henglin / Zhao, Guoying et al. | 2022
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Energy-based Models for Deep Probabilistic RegressionLiu, Xixi / Lin, Che-Tsung / Zach, Christopher et al. | 2022
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HPGNN: Using Hierarchical Graph Neural Networks for Outdoor Point Cloud ProcessingThieshanthan, Arulmolivarman / Niwarthana, Amashi / Somarathne, Pamuditha / Wickremasinghe, Tharindu / Rodrigo, Ranga et al. | 2022
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Custom Weighted Balanced Loss function for Covid 19 Detection from an Imbalanced CXR DatasetTyagi, Mrinal / Roy, Santanu / Bansal, Vibhuti et al. | 2022
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Leaf Vocabulary: Fine-Grained Leaf Image Retrieval Using Bag-of-Visual-Words RepresentationChen, Xin / Wang, Bin / Gao, Yongsheng et al. | 2022
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Adaptive Soft Contrastive LearningFeng, Chen / Patras, Ioannis et al. | 2022
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Closing the Domain Gap for Cross-modal Visible-Infrared Vehicle Re-identificationKamenou, Eleni / del Rincon, Jesus Martinez / Miller, Paul / Devlin-Hill, Patricia et al. | 2022
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Analysis of Different Deep Learning Architectures to Learn Generalised Classifier Stacking on Riemannian and Grassmann ManifoldsTayanov, Vitaliy / Krzyzak, Adam / Suen, Ching Y. et al. | 2022
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Hierarchical Segmentation of Human Manipulation MovementsGutzeit, Lisa et al. | 2022
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AmsterTime: A Visual Place Recognition Benchmark Dataset for Severe Domain ShiftYildiz, Burak / Khademi, Seyran / Siebes, Ronald Maria / Van Gemert, Jan et al. | 2022
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End-to-End Task-Guided Refinement of Synthetic Images for Data Efficient Cerebral Microbleed DetectionNikseresht, Grant / Agam, Gady / Arfanakis, Konstantinos et al. | 2022
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Scene Aware Person Image Generation through Global Contextual ConditioningRoy, Prasun / Ghosh, Subhankar / Bhattacharya, Saumik / Pal, Umapada / Blumenstein, Michael et al. | 2022
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Rethinking Task-Incremental Learning BaselinesSazzad Hossain, Md / Saha, Pritom / Faisal Chowdhury, Townim / Rahman, Shafin / Rahman, Fuad / Mohammed, Nabeel et al. | 2022
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Pooling Transformer for Detection of Risk Events in In-The-Wild Video Ego DataMallick, Rupayan / Benois-Pineau, Jenny / Zemmari, Akka / Yebda, Thinhinane / Pech, Marion / Amieva, Helene / Middleton, Laura et al. | 2022
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Multi-view Knowledge Graph for Explainable Course Content Recommendation in Course Discussion PostsDas Bhattacharjee, Sreyasee / Sai Abhishek Varma Gokaraju, Jnana / Yuan, Junsong / Kalwa, Abhilash et al. | 2022
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Exploring the Open World Using Incremental Extreme Value MachinesKoch, Tobias / Liebezeit, Felix / Riess, Christian / Christlein, Vincent / Kohler, Thomas et al. | 2022
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Image Augmentations in Planetary Science: Implications in Self-Supervised Learning and Weakly-Supervised Segmentation on MarsKosmann, Dominik / Matei, Arthur / Wilhelm, Thorsten / Fink, Gernot A. et al. | 2022
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Offline handwriting image analysis to predict Alzheimer’s disease via deep learningDalia Cilia, Nicole / D'Alessandro, Tiziana / De Stefano, Claudio / Fontanella, Francesco et al. | 2022
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Deep-Disaster: Unsupervised Disaster Detection and Localization Using Visual DataShekarizadeh, Soroor / Rastgoo, Razieh / Al-Kuwari, Saif / Sabokrou, Mohammad et al. | 2022
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Self-attention fusion for audiovisual emotion recognition with incomplete dataChumachenko, Kateryna / Iosifidis, Alexandros / Gabbouj, Moncef et al. | 2022
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Occlusion-Robustness of Convolutional Neural Networks via Inverted CutoutKorschens, Matthias / Bodesheim, Paul / Denzler, Joachim et al. | 2022
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Explanation-based Graph Neural Networks for Graph ClassificationSeo, Sangwoo / Jung, Seungjun / Kim, Changick et al. | 2022
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Detecting Compromised Architecture/Weights of a Deep ModelBeetham, James / Kardan, Navid / Mian, Ajmal / Shah, Mubarak et al. | 2022
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OTAdapt: Optimal Transport-based Approach For Unsupervised Domain AdaptationTruong, Thanh-Dat / Chappa, Ravi Teja Nvs / Nguyen, Xuan-Bac / Le, Ngan / Dowling, Ashley P.G. / Luu, Khoa et al. | 2022
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Boosting Source-free Domain Adaptation via Confidence-based Subsets Feature AlignmentYeh, Hao-Wei / Westfechtel, Thomas / Huang, Jia-Bin / Harada, Tatsuya et al. | 2022
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Partitioning Image Representation in Contrastive LearningLee, Hyunsub / Choi, Heeyoul et al. | 2022
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DoubleMatch: Improving Semi-Supervised Learning with Self-SupervisionWallin, Erik / Svensson, Lennart / Kahl, Fredrik / Hammarstrand, Lars et al. | 2022
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Critical Radical Analysis Network for Chinese Character RecognitionLuo, Guo-Feng / Yin, Hua-Yi / Wang, Da-Han / Zhang, Xu-Yao / Zhu, Shun-Zhi et al. | 2022
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Attentive Task Interaction Network for Multi-Task LearningSinodinos, Dimitrios / Armanfard, Narges et al. | 2022
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Backdoors in Neural Models of Source CodeRamakrishnan, Goutham / Albarghouthi, Aws et al. | 2022
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Discriminative Mutual Learning for Multi-target Domain AdaptationWang, Jie / Zhong, Chaoliang / Feng, Cheng / Zhang, Ying / Sun, Jun / Yokota, Yasuto et al. | 2022
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Solar Flare Forecasting with Deep Learning-based Time Series ClassifiersJi, Anli / Wen, Junzhi / Angryk, Rafal / Aydin, Berkay et al. | 2022
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Label Geometry Aware Discriminator for Conditional Generative Adversarial NetworksSapkota, Suman / Khanal, Bidur / Bhattarai, Binod / Khanal, Bishesh / Kim, Tae-Kyun et al. | 2022
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Jointly Learning Agent and Lane Information for Multimodal Trajectory PredictionWang, Jie / Guo, Caili / Guo, Minan / Chen, Jiujiu et al. | 2022
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Real-time Hierarchical Soft Attention-based 3D Object Detection in Point CloudsChen, Qiuxiao / Qi, Xiaojun / Song, Ziqi et al. | 2022
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Shuffle & Divide: Contrastive Learning for Long TextLee, Joonseok / Joe, Seongho / Park, Kyoungwon / Kim, Bogun / Kang, Hoyoung / Park, Jaeseon / Gwon, Youngjune et al. | 2022
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Remote Sensing Image Scene Classification via Multi-Level Representation LearningFu, Wei / Yang, Lishuang et al. | 2022
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Task-adaptive Few-shot Learning on Sphere ManifoldHe, Xi / Li, Fanzhang et al. | 2022
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Robust Training with Feature-Based Adversarial ExampleFu, Xuanming / Yang, Zhengfeng / Xue, Hao / Wang, Jianlin / Zeng, Zhenbing et al. | 2022
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TMN: Temporal-guided Multiattention Network for Action RecognitionZhang, Yongkang / Zhang, Han / Wu, Guoming / Xu, Yangfan / Shi, Zhiping / Li, Jun et al. | 2022
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Improving the accuracy of neural networks in analog computing-in-memory systems by analog weightDai, Lingjun / Zhang, Qingtian / Wu, Huaqiang et al. | 2022
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From SLAM to CAD Maps and Back Using Generative ModelsDaher, Rema / Chakhachiro, Theodor / Asmar, Daniel et al. | 2022
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When Few-Shot Learning Meets Video Object DetectionYu, Zhongjie / Wang, Gaoang / Chen, Lin / Raschka, Sebastian / Luo, Jiebo et al. | 2022
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Simple Yet Effective Approach to Repetitive Behavior Classification based on Siamese NetworkYoo, Cheol-Hwan / Yoo, Jang-Hee / Kim, Ho-Won / Han, ByungOk et al. | 2022
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Conditional entropy minimization principle for learning domain invariant representation featuresNguyen, Thuan / Lyu, Boyang / Ishwar, Prakash / Scheutz, Matthias / Aeron, Shuchin et al. | 2022
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Adaptive Projected Clustering with Graph RegularizationXue, Jiaqi / Zhang, Bin et al. | 2022
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Visual Transformers with Primal Object Queries for Multi-Label Image ClassificationYazici, Vacit Oguz / van de Weijer, Joost / Yu, Longlong et al. | 2022
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ABDPool: Attention-based Differentiable PoolingLiu, Yue / Cui, Lixin / Wang, Yue / Bai, Lu et al. | 2022
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Neural Network Pruning Through Constrained Reinforcement LearningMalik, Shehryar / Haider, Muhammad Umair / Iqbal, Omer / Taj, Murtaza et al. | 2022
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Dynamic Data Augmentation with Gating Networks for Time Series RecognitionOba, Daisuke / Matsuo, Shinnosuke / Iwana, Brian Kenji et al. | 2022
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Hierarchical Unified Spectral-Spatial Aggregated Transformer for Hyperspectral Image ClassificationZhou, Weilian / Kamata, Sei-Ichiro / Luo, Zhengbo / Chen, Xiaoyue et al. | 2022
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Domain Adaptors for Hyperspectral ImagesPerez, Gustavo / Maji, Subhransu et al. | 2022
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Discriminant Variance Criterion for Sentiment AnalysisJin, Lingbin / Zhang, Li et al. | 2022
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Improving Spectral Clustering Using Spectrum-Preserving Node AggregationWang, Yongyu et al. | 2022
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Introducing Diversity In Feature Scatter Adversarial Training Via SynthesisKumar, Satyadwyoom / Narayan, Apurva et al. | 2022
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Episodic Projection Network for Out-of-Distribution Detection in Few-shot LearningFan, Jiawei / Ou, Zhonghong / Yu, Xie / Yang, Junwei / Wang, Shigeng / Kang, Xiaoyang / Zhang, Hongxing / Song, Meina et al. | 2022
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Dual Self-Paced SMOTE for Imbalanced DataShao, Yangguang / Sun, Yingying / Guan, Hongjiao et al. | 2022
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Deep Hotel Recommender System Using Aspect-based Sentiment Analysis of Users’ ReviewsOzcan, Alper / Emiral, Bilgehan / Cetin, Ayse Betul et al. | 2022
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FitGAN: Fit- and Shape-Realistic Generative Adversarial Networks for FashionPecenakova, Sonia / Karessli, Nour / Shirvany, Reza et al. | 2022
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Deep Reinforcement Learning for Exact Combinatorial Optimization: Learning to BranchZhang, Tianyu / Banitalebi-Dehkordi, Amin / Zhang, Yong et al. | 2022
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Semi-supervised Learning via Multiple Layer Graph Regularized PerceptionXu, Haiyun / Huang, Lili / Jiang, Bo / Tang, Jin / Zhang, Shaojie et al. | 2022
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Cross-session Specific Emitter Identification using Adversarial Domain Adaptation with Wasserstein distanceYe, Yalan / Wang, Chunji / Dong, Hai / Lu, Li / Zhao, Qiang et al. | 2022
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Deep Discriminative Hashing Networks on Point-wise Labels for Image RetrievalChen, Zhenchao / Zhong, Guoqiang / Qu, Jianzhang / Wang, Haizhen et al. | 2022
- 3131
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Table information extraction and analysis: A robust geometric approach based on GatedGCNLiu, Ying / Liang, Xiaoyun / Chen, Shaoqiong / Diao, Liang / Tang, Xin / Fang, Rui / Chen, Weifu et al. | 2022
- 3138
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Data-driven Latent Graph Structure Learning for Diagnosis of Alzheimer’s SyndromeWang, Jianjia / Wu, Chong et al. | 2022
- 3145
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Temporal Shift and Attention Modules for Graphical Skeleton Action RecognitionZhu, Haidong / Zheng, Zhaoheng / Nevatia, Ram et al. | 2022
- 3152
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Facial Tic Detection in Untrimmed Videos of Tourette Syndrome PatientsTang, Yutao / Bejar, Benjamin / Essoe, Joey K.-Y. / McGuire, Joseph F. / Vidal, Rene et al. | 2022
- 3160
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Image Aesthetics Assessment Using Graph Attention NetworkGhosal, Koustav / Smolic, Aljosa et al. | 2022
- 3168
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DMD-Net: Deep Mesh Denoising NetworkGangopadhyay, Aalok / Verma, Shashikant / Raman, Shanmuganathan et al. | 2022
- 3176
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Fast matrix multiplication for binary and ternary CNNs on ARM CPUTrusov, Anton / Limonova, Elena / Nikolaev, Dmitry / Arlazarov, Vladimir V. et al. | 2022
- 3183
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Action Spotting in Soccer Videos Using Multiple Scene EncodersShi, Yuzhi / Minoura, Hiroaki / Yamashita, Takayoshi / Hirakawa, Tsubasa / Fujiyoshi, Hironobu / Nakazawa, Mitsuru / Chae, Yeongnam / Stenger, Bjorn et al. | 2022
- 3190
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Structure-Preserving View-Invariant Skeleton Representation for Action DetectionQin, Hushan / Cheng, Jun / Song, Chengqun / Hao, Fusheng / Cheng, Qin et al. | 2022
- 3197
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(2+1)D Distilled ShuffleNet: A Lightweight Unsupervised Distillation Network for Human Action RecognitionVu, Duc-Quang / Le, Ngan T.H. / Wang, Jia-Ching et al. | 2022
- 3204
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Single-Channel Speech Separation Focusing on Attention DELi, Xinshu / Tan, Zhenhua / Xia, Zhenche / Wu, Danke / Zhang, Bin et al. | 2022
- 3210
-
Robust Representations for Keyword Spotting SystemsSmyth, Aidan / Lyons, Niall / Wada, Ted / Zopf, Robert / Pandey, Ashutosh / Santra, Avik et al. | 2022
- 3216
-
DesignerGAN: Sketch Your Own PhotoZhao, Binghao / Ma, Tianxiang / Peng, Bo / Dong, Jing et al. | 2022
- 3224
-
Localizing Fake Segments in SpeechZhang, Bowen / Sim, Terence et al. | 2022
- 3231
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Layer Separation via a Spatial-Attention GANCorring, John / Lee, Jinsol / Luisier, Florian / Florencio, Dinei et al. | 2022
- 3238
-
Arbitrary Shape Text Detection using TransformersRaisi, Zobeir / Younes, Georges / Zelek, John et al. | 2022
- 3246
-
Structural String Decoder for Handwritten Mathematical Expression RecognitionWu, Jiajia / Hu, Jinshui / Chen, Mingjun / Dai, Lirong / Niu, Xuejing / Wang, Ning et al. | 2022
- 3252
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TextSRNet: Scene Text Super-Resolution Based on Contour Prior and Atrous ConvolutionMa, Jizhao / Jin, Lianwen / Zhang, Jiaxin / Jiang, Jiajia / Xue, Yang / He, Mengchao et al. | 2022
- 3259
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Predicting Human Behavior Using 3D Loop ResNetKakamu, Yoshiki / Hotta, Kazuhiro et al. | 2022
- 3265
-
3D-FERNet: A Facial Expression Recognition Network utilizing 3D informationShang, Jiaxiang / Chen, Yajing et al. | 2022
- 3273
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Unified Recurrence Modeling for Video Action AnticipationTai, Tsung-Ming / Fiameni, Giuseppe / Lee, Cheng-Kuang / See, Simon / Lanz, Oswald et al. | 2022
- 3280
-
AutoENP: An Auto Rating Pipeline for Expressing Needs via Pointing ProtocolChen, Bowen / Ren, Weihong / Liu, Honghai / Li, Huiping / Xu, Xiu / Zhou, Bingrui / Xu, Qiong et al. | 2022
- 3287
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STIT: Spatio-Temporal Interaction Transformers for Human-Object Interaction Recognition in VideosAlmushyti, Muna / Li, Frederick W. B. et al. | 2022
- 3295
-
Classification-based Multi-task Learning for Efficient Pose Estimation NetworkKang, Dongoh / Roh, Myung-Cheol / Kim, Hansaem / Kim, Yonghyun / Lee, Seong-Whan et al. | 2022
- 3303
-
THORN: Temporal Human-Object Relation Network for Action RecognitionGuermal, Mohammed / Dai, Rui / Bremond, Francois et al. | 2022
- 3310
-
TwinLSTM: Two-channel LSTM Network for Online Action DetectionHan, Yunfei / Tan, Shan et al. | 2022
- 3318
-
TempNet: Temporal Attention Towards the Detection of Animal Behaviour in VideosMcIntosh, Declan / Marques, Tunai Porto / Branzan Albu, Alexandra / Rountree, Rodney / De Leo, Fabio et al. | 2022
- 3325
-
Memory-Token Transformer for Unsupervised Video Anomaly DetectionLi, Youyu / Song, Xiaoning / Xu, Tianyang / Feng, Zhenhua et al. | 2022
- 3333
-
Skeletal Human Action Recognition using Hybrid Attention based Graph Convolutional NetworkXing, Hao / Burschka, Darius et al. | 2022
- 3341
-
Gaze Estimation using TransformerCheng, Yihua / Lu, Feng et al. | 2022
- 3348
-
Skeleton-based Action Recognition with Graph Involution NetworkTang, Zhihao / Xia, Hailun / Gao, Xinkai / Gao, Feng / Feng, Chunyan et al. | 2022
- 3355
-
Global Positional Self-Attention for Skeleton-Based Action RecognitionKim, Jaehwan / Lee, Junsuk et al. | 2022
- 3362
-
Efficient Action Recognition Using Confidence DistillationShalmani, Shervin Manzuri / Chiang, Fei / Zheng, Rong et al. | 2022
- 3370
-
StrokeNet: Harmonizing Stoke Domains Between Sketches and Natural Images for Sketch-based Image RetrievalZhou, Gangqiang / Ji, Ziheng / Chen, Xin / Wang, Bin et al. | 2022
- 3376
-
Speeding up Heterogeneous Federated Learning with Sequentially Trained SuperclientsZaccone, Riccardo / Rizzardi, Andrea / Caldarola, Debora / Ciccone, Marco / Caputo, Barbara et al. | 2022
- 3383
-
Learning to Predict Keypoints and Structure of Articulated Objects without SupervisionAnciukevicius, Titas / Henderson, Paul / Bilen, Hakan et al. | 2022
- 3391
-
Towards Positive Jacobian: Learn to Postprocess for Diffeomorphic Image Registration with Matrix ExponentialPal, Soumyadeep / Tennant, Matthew / Ray, Nilanjan et al. | 2022
- 3399
-
Measuring Focus Quality in Vector Valued Images for Shape from FocusMahmood, Muhammad Tariq / Ali, Usman et al. | 2022
- 3406
-
Frequency-aware Deep Dual-path Feature Enhancement Network for Image DehazingLi, Ruyu / Dong, Hang / Wang, Li / Liang, Boyang / Guo, Yu / Wang, Fei et al. | 2022
- 3413
-
Dynamic Attention based Domain Generalization for Face Anti-SpoofingZhang, Sheng / Gao, Zhibin / Lin, Yunhao / Lu, Yuhang / Huang, Lianfen et al. | 2022
- 3422
-
Long-term Visual Place RecognitionAlijani, Farid / Peltomaki, Jukka / Puura, Jussi / Huttunen, Heikki / Kamarainen, Joni-Kristian / Rahtu, Esa et al. | 2022
- 3429
-
A Self-Supervised Solution for the Switch-Toggling Visual TaskHuang, Yuehong / Tseng, Yu-Chee et al. | 2022
- 3436
-
Channel-Spatial Mutual Attention Network for 360° Salient Object DetectionZhang, Yi / Hamidouche, Wassim / Deforges, Olivier et al. | 2022
- 3443
-
SE3: Sequential Semantic Segmentation of Large Images with Minimized MemoryCheng, Guo / Zheng, Jiang Yu et al. | 2022
- 3450
-
Towards Understanding the Behaviors of Pretrained Compressed Convolutional ModelsZee, Timothy / Lakshmana, Manohar / Nwogu, Ifeoma et al. | 2022
- 3457
-
Object Permanence in Object Detection Leveraging Temporal Priors at Inference TimeFurst, Michael / Bhugra, Priyash / Schuster, Rene / Stricker, Didier et al. | 2022
- 3464
-
Self-Supervised Cross-Video Temporal Learning for Unsupervised Video Domain AdaptationChoi, Jinwoo / Huang, Jia-Bin / Sharma, Gaurav et al. | 2022
- 3471
-
NoiseFlow: Learning Optical Flow from Low SNR Cryo-EM MovieChong, Xiaoya / Zhou, Niyun / Li, Qing / Leung, Howard et al. | 2022
- 3478
-
Diverse Probabilistic Trajectory Forecasting with Admissibility ConstraintsCalem, Laura / Ben-Younes, Hedi / Perez, Patrick / Thome, Nicolas et al. | 2022
- 3485
-
Fast Multi-Object Tracking with Feature Pyramid and Region Proposal NetworksVaquero, Lorenzo / Brea, Victor M. / Mucientes, Manuel et al. | 2022
- 3492
-
VPTR: Efficient Transformers for Video PredictionYe, Xi / Bilodeau, Guillaume-Alexandre et al. | 2022
- 3500
-
Head Point Positioning and Spatial-Channel Self-Attention Network for Multi-Object TrackingZhang, Xin / Gao, Song / Yang, Yuanzhe / Chu, Chengxiang / Zhou, Zhong et al. | 2022
- 3507
-
Self-Supervised Ground-Relative Pose EstimationMuller, Bruce R. / Smith, William A. P. et al. | 2022
- 3514
-
Online Feature Classification and Clustering for Transformer-based Visual TrackerZou, Zhuojun / Hao, Jie / Shu, Lin et al. | 2022
- 3522
-
Fully Deep Simple Online Real-time Tracking: Efficient Re-Identification by Attention without Explicit Similarity LearningBelmouhcine, Abdelbadie / Simon, Julien / Courtrai, Luc / Lefevre, Sebastien et al. | 2022
- 3529
-
Pedestrian Trajectory Prediction Using LSTM and Sparse Motion FieldsBilro, Pedro / Barata, Catarina / Marques, Jorge S. et al. | 2022
- 3536
-
Tag-Based Attention Guided Bottom-Up Approach for Video Instance SegmentationKini, Jyoti / Shah, Mubarak et al. | 2022
- 3543
-
Dynamic Collaboration Convolution for Robust RGBT TrackingLiu, Liang / Lu, Andong / Li, Chenglong / Huang, Yan / Wang, Liang et al. | 2022
- 3550
-
Re-identification Loss in Combination Spaces for Multiple Object TrackingBai, Guangming / Deng, Chunhua et al. | 2022
- 3557
-
ATLAS-MVSNet: Attention Layers for Feature Extraction and Cost Volume Regularization in Multi-View StereoWeilharter, Rafael / Fraundorfer, Friedrich et al. | 2022
- 3564
-
Leveraging Synthetic Data in Object Detection on Unmanned Aerial VehiclesKiefer, Benjamin / Ott, David / Zell, Andreas et al. | 2022
- 3572
-
Steel Defect Detection Based on Modified RetinaNetZhang, Yu / Gao, Yan / Shen, Li-Yong et al. | 2022
- 3580
-
TransMarker: A Pure Vision Transformer for Facial Landmark DetectionWu, Wenyan / Cai, Yici / Zhou, Qiang et al. | 2022
- 3588
-
Gaining Scale Invariance in UAV Bird’s Eye View Object Detection by Adaptive ResizingMessmer, Martin / Kiefer, Benjamin / Zell, Andreas et al. | 2022
- 3595
-
Edge Augmentation for Large-Scale Sketch Recognition without SketchesEfthymiadis, Nikos / Tolias, Giorgos / Chum, Ondrej et al. | 2022
- 3603
-
Flow-Based Line Detection and Segmentation for Neuromorphic Vision SensorsKhairallah, Mahmoud Z. / Bonardi, Fabien / Roussel, David / Bouchafa, Samia et al. | 2022
- 3611
-
Graph Laplacian Regularization based on the Differences of Neighboring Pixels for Conditional Convolutions for Instance SegmentationUchinoura, Shinji / Kurita, Takio et al. | 2022