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# IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2021: all accepted papers

1,667 papers · page 11 of 17 · the most cited first · [← IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2021](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2021/)

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1001. **[Teachers Do More Than Teach: Compressing Image-to-Image Models ↗](https://doi.org/10.1109/cvpr46437.2021.01339)**Qing Jin, Jian Ren, Oliver J. Woodford et al.*54 citations*
1002. **[TransNAS-Bench-101: Improving transferability and Generalizability of Cross-Task Neural Architecture Search ↗](https://doi.org/10.1109/cvpr46437.2021.00521)**Yawen Duan, Xin Chen, Hang Xu et al.*54 citations*
1003. **[A Multiplexed Network for End-to-End, Multilingual OCR ↗](https://doi.org/10.1109/cvpr46437.2021.00452)**Jing Huang, Guan Pang, Rama Kovvuri et al.*53 citations*
1004. **[Bi-GCN: Binary Graph Convolutional Network ↗](https://doi.org/10.1109/cvpr46437.2021.00161)**Junfu Wang, Yunhong Wang, Zhen Yang et al.*53 citations*
1005. **[Relation-aware Instance Refinement for Weakly Supervised Visual Grounding ↗](https://doi.org/10.1109/cvpr46437.2021.00556)**Yongfei Liu, Bo Wan, Lin Ma et al.*53 citations*
1006. **[Shot Contrastive Self-Supervised Learning for Scene Boundary Detection ↗](https://doi.org/10.1109/cvpr46437.2021.00967)**Shixing Chen, Xiaohan Nie, David Fan et al.*53 citations*
1007. **[Turning Frequency to Resolution: Video Super-resolution via Event Cameras ↗](https://doi.org/10.1109/cvpr46437.2021.00768)**Yongcheng Jing, Yiding Yang, Xinchao Wang et al.*53 citations*
1008. **[Body2Hands: Learning to Infer 3D Hands from Conversational Gesture Body Dynamics ↗](https://doi.org/10.1109/cvpr46437.2021.01169)**Evonne Ng, Shiry Ginosar, Trevor Jackson Darrell et al.*52 citations*
1009. **[DSC-PoseNet: Learning 6DoF Object Pose Estimation via Dual-scale Consistency ↗](https://doi.org/10.1109/cvpr46437.2021.00390)**Zongxin Yang, Xin Feng Yu, Yi Ping Yang*52 citations*
1010. **[DeFMO: Deblurring and Shape Recovery of Fast Moving Objects ↗](https://doi.org/10.1109/cvpr46437.2021.00346)**Denys Rozumnyi, Martin R. Oswald, Vittorio Ferrari et al.*52 citations*
1011. **[Fine-grained Angular Contrastive Learning with Coarse Labels ↗](https://doi.org/10.1109/cvpr46437.2021.00862)**Guy Bukchin, Eli Schwartz, Kate Saenko et al.*52 citations*
1012. **[HDR Environment Map Estimation for Real-Time Augmented Reality ↗](https://doi.org/10.1109/cvpr46437.2021.01114)**Gowri Somanath, Daniel Kurz*52 citations*
1013. **[Image Inpainting with External-internal Learning and Monochromic Bottleneck ↗](https://doi.org/10.1109/cvpr46437.2021.00508)**Tengfei Wang, Hao Ouyang, Qifeng Chen*52 citations*
1014. **[Inferring CAD Modeling Sequences Using Zone Graphs ↗](https://doi.org/10.1109/cvpr46437.2021.00600)**Xianghao Xu, Wenzhe Peng, Chin-Yi Cheng et al.*52 citations*
1015. **[Interpretable Social Anchors for Human Trajectory Forecasting in Crowds ↗](https://doi.org/10.1109/cvpr46437.2021.01530)**Parth Kothari, Brian Sifringer, Alexandre Alahi*52 citations*
1016. **[Pixel-aligned Volumetric Avatars ↗](https://doi.org/10.1109/cvpr46437.2021.01156)**Amit Raj, Michael Zollhöfer, Tomas Simon et al.*52 citations*
1017. **[The Lottery Ticket Hypothesis for Object Recognition ↗](https://doi.org/10.1109/cvpr46437.2021.00082)**Sharath Girish, Shishira R Maiya, Kamal Gupta et al.*52 citations*
1018. **[Generalizing to the Open World: Deep Visual Odometry with Online Adaptation ↗](https://doi.org/10.1109/cvpr46437.2021.01298)**Shunkai Li, Xin Wu, Yingdian Cao et al.*51 citations*
1019. **[Image Change Captioning by Learning from an Auxiliary Task ↗](https://doi.org/10.1109/cvpr46437.2021.00275)**Mehrdad Hosseinzadeh, Yang Wang*51 citations*
1020. **[KeypointDeformer: Unsupervised 3D Keypoint Discovery for Shape Control ↗](https://doi.org/10.1109/cvpr46437.2021.01259)**Tomáš Jakab, Richard P. Tucker, Ameesh Makadia et al.*51 citations*
1021. **[Notice of Removal: Multiresolution Knowledge Distillation for Anomaly Detection ↗](https://doi.org/10.1109/cvpr46437.2021.01466)**Mohammadreza Salehi, Niousha Sadjadi, Soroosh Baselizadeh et al.*51 citations*
1022. **[Rethinking Graph Neural Architecture Search from Message-passing ↗](https://doi.org/10.1109/cvpr46437.2021.00659)**Shaofei Cai, Liang Li, Jincan Deng et al.*51 citations*
1023. **[Riggable 3D Face Reconstruction via In-Network Optimization ↗](https://doi.org/10.1109/cvpr46437.2021.00615)**Ziqian Bai, Zhaopeng Cui, Xiaoming Liu et al.*51 citations*
1024. **[Rotation Equivariant Siamese Networks for Tracking ↗](https://doi.org/10.1109/cvpr46437.2021.01218)**Deepak K. Gupta, Devanshu Arya, Efstratios Gavves*51 citations*
1025. **[S2R-DepthNet: Learning a Generalizable Depth-specific Structural Representation ↗](https://doi.org/10.1109/cvpr46437.2021.00305)**Xiaotian Chen, Yuwang Wang, Xuejin Chen et al.*51 citations*
1026. **[Spatial Feature Calibration and Temporal Fusion for Effective One-stage Video Instance Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.01106)**Minghan Li, Shuai Li, Lida Li et al.*51 citations*
1027. **[AlphaMatch: Improving Consistency for Semi-supervised Learning with Alpha-divergence ↗](https://doi.org/10.1109/cvpr46437.2021.01347)**Chengyue Gong, Dilin Wang, Qiang Liu*50 citations*
1028. **[Content-Aware GAN Compression ↗](https://doi.org/10.1109/cvpr46437.2021.01198)**Yuchen Liu, Zhixin Shu, Yijun Li et al.*50 citations*
1029. **[DeFlow: Learning Complex Image Degradations from Unpaired Data with Conditional Flows ↗](https://doi.org/10.1109/cvpr46437.2021.00016)**Valentin Wolf, Andreas Lugmayr, Martin Danelljan et al.*50 citations*
1030. **[Differentiable SLAM-net: Learning Particle SLAM for Visual Navigation ↗](https://doi.org/10.1109/cvpr46437.2021.00284)**Péter Karkus, Shaojun Cai, David Hsu*50 citations*
1031. **[Generative Interventions for Causal Learning ↗](https://doi.org/10.1109/cvpr46437.2021.00394)**Chengzhi Mao, Augustine Cha, Amogh Gupta et al.*50 citations*
1032. **[Linguistic Structures as Weak Supervision for Visual Scene Graph Generation ↗](https://doi.org/10.1109/cvpr46437.2021.00819)**Keren Ye, Adriana Kovashka*50 citations*
1033. **[Neural Auto-Exposure for High-Dynamic Range Object Detection ↗](https://doi.org/10.1109/cvpr46437.2021.00762)**Emmanuel Onzon, Fahim Mannan, Felix Heide*50 citations*
1034. **[Part-aware Panoptic Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.00544)**Daan de Geus, Panagiotis Meletis, Chenyang Lu et al.*50 citations*
1035. **[Regularizing Neural Networks via Adversarial Model Perturbation ↗](https://doi.org/10.1109/cvpr46437.2021.00806)**Yaowei Zheng, Richong Zhang, Yongyi Mao*50 citations*
1036. **[SRDAN: Scale-aware and Range-aware Domain Adaptation Network for Cross-dataset 3D Object Detection ↗](https://doi.org/10.1109/cvpr46437.2021.00670)**Weichen Zhang, Wen Li, Dong Xu*50 citations*
1037. **[Self-attention based Text Knowledge Mining for Text Detection ↗](https://doi.org/10.1109/cvpr46437.2021.00592)**Qi Wan, Haoqin Ji, Linlin Shen*50 citations*
1038. **[Unsupervised Hyperbolic Metric Learning ↗](https://doi.org/10.1109/cvpr46437.2021.01228)**Jiexi Yan, Lei Luo, Cheng Dan Deng et al.*50 citations*
1039. **[Gaussian Context Transformer ↗](https://doi.org/10.1109/cvpr46437.2021.01488)**Dongsheng Ruan, Daiyin Wang, Yuan Zheng et al.*49 citations*
1040. **[Generative PointNet: Deep Energy-Based Learning on Unordered Point Sets for 3D Generation, Reconstruction and Classification ↗](https://doi.org/10.1109/cvpr46437.2021.01473)**Jianwen Xie, Yifei Xu, Zilong Zheng et al.*49 citations*
1041. **[Generic Perceptual Loss for Modeling Structured Output Dependencies ↗](https://doi.org/10.1109/cvpr46437.2021.00538)**Yifan Liu, Hao Chen, Yu Chen et al.*49 citations*
1042. **[Holistic 3D Human and Scene Mesh Estimation from Single View Images ↗](https://doi.org/10.1109/cvpr46437.2021.00040)**Zhenzhen Weng, Serena Y. Yeung*49 citations*
1043. **[ReAgent: Point Cloud Registration using Imitation and Reinforcement Learning ↗](https://doi.org/10.1109/cvpr46437.2021.01435)**Dominik Bauer, Timothy Patten, Markus Vincze*49 citations*
1044. **[Scale-aware Automatic Augmentation for Object Detection ↗](https://doi.org/10.1109/cvpr46437.2021.00944)**Yukang Chen, Yanwei Li, Tao Kong et al.*49 citations*
1045. **[Self-Supervised 3D Mesh Reconstruction from Single Images ↗](https://doi.org/10.1109/cvpr46437.2021.00594)**Tao Hu, Liwei Wang, Xiaogang Xu et al.*49 citations*
1046. **[Skip-Convolutions for Efficient Video Processing ↗](https://doi.org/10.1109/cvpr46437.2021.00272)**Amirhossein Habibian, Davide Abati, Taco Cohen et al.*49 citations*
1047. **[Uncalibrated Neural Inverse Rendering for Photometric Stereo of General Surfaces ↗](https://doi.org/10.1109/cvpr46437.2021.00380)**Berk Kaya, Suryansh Kumar, Carlos Eduardo Porto de Oliveira et al.*49 citations*
1048. **[VS-Net: Voting with Segmentation for Visual Localization ↗](https://doi.org/10.1109/cvpr46437.2021.00604)**Zhaoyang Huang, Han Zhou, Yijin Li et al.*49 citations*
1049. **[A Peek Into the Reasoning of Neural Networks: Interpreting with Structural Visual Concepts ↗](https://doi.org/10.1109/cvpr46437.2021.00223)**Yunhao Ge, Yao Xiao, Zhi Xu et al.*48 citations*
1050. **[CGA-Net: Category Guided Aggregation for Point Cloud Semantic Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.01152)**Tao Lu, Limin Wang, Gangshan Wu*48 citations*
1051. **[Clusformer: A Transformer based Clustering Approach to Unsupervised Large-scale Face and Visual Landmark Recognition ↗](https://doi.org/10.1109/cvpr46437.2021.01070)**Xuan-Bac Nguyen, Duc Toan Bui, Chi Nhan Duong et al.*48 citations*
1052. **[Coarse-Fine Networks for Temporal Activity Detection in Videos ↗](https://doi.org/10.1109/cvpr46437.2021.00828)**Kumara Kahatapitiya, Michael S. Ryoo*48 citations*
1053. **[Collaborative Spatial-Temporal Modeling for Language-Queried Video Actor Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.00417)**Tianrui Hui, Shaofei Huang, Si Liu et al.*48 citations*
1054. **[Convolutional Dynamic Alignment Networks for Interpretable Classifications ↗](https://doi.org/10.1109/cvpr46437.2021.00990)**Moritz Böhle, Mario Fritz, Bernt Schiele*48 citations*
1055. **[DECOR-GAN: 3D Shape Detailization by Conditional Refinement ↗](https://doi.org/10.1109/cvpr46437.2021.01548)**Zhiqin Chen, Vladimir G. Kim, Matthew Fisher et al.*48 citations*
1056. **[Deep Compositional Metric Learning ↗](https://doi.org/10.1109/cvpr46437.2021.00920)**Wenzhao Zheng, Chengkun Wang, Jiwen Lu et al.*48 citations*
1057. **[Image De-raining via Continual Learning ↗](https://doi.org/10.1109/cvpr46437.2021.00487)**Man Zhou, Jie Xiao, Yifan Chang et al.*48 citations*
1058. **[LED2-Net: Monocular 360° Layout Estimation via Differentiable Depth Rendering ↗](https://doi.org/10.1109/cvpr46437.2021.01276)**Fu-En Wang, Yu-Hsuan Yeh, Min Sun et al.*48 citations*
1059. **[LOHO: Latent Optimization of Hairstyles via Orthogonalization ↗](https://doi.org/10.1109/cvpr46437.2021.00202)**Rohit Saha, Brendan Duke, Florian Shkurti et al.*48 citations*
1060. **[Learning Camera Localization via Dense Scene Matching ↗](https://doi.org/10.1109/cvpr46437.2021.00187)**Shitao Tang, Chengzhou Tang, Rui Huang et al.*48 citations*
1061. **[Neural Architecture Search with Random Labels ↗](https://doi.org/10.1109/cvpr46437.2021.01076)**Xuanyang Zhang, Pengfei Hou, Xiangyu Zhang et al.*48 citations*
1062. **[OSTeC: One-Shot Texture Completion ↗](https://doi.org/10.1109/cvpr46437.2021.00754)**Barış Geçer, Jiankang Deng, Stefanos P. Zafeiriou*48 citations*
1063. **[Partial Person Re-identification with Part-Part Correspondence Learning ↗](https://doi.org/10.1109/cvpr46437.2021.00899)**Tianyu He, Xu Shen, Jianqiang Huang et al.*48 citations*
1064. **[Reinforced Attention for Few-Shot Learning and Beyond ↗](https://doi.org/10.1109/cvpr46437.2021.00097)**Jie Hong, Pengfei Fang, Weihao Li et al.*48 citations*
1065. **[The Blessings of Unlabeled Background in Untrimmed Videos ↗](https://doi.org/10.1109/cvpr46437.2021.00611)**Yuan Liu, Jingyuan Chen, Zhenfang Chen et al.*48 citations*
1066. **[Towards Improving the Consistency, Efficiency, and Flexibility of Differentiable Neural Architecture Search ↗](https://doi.org/10.1109/cvpr46437.2021.00660)**Yibo Yang, Shan You, Hongyang Li et al.*48 citations*
1067. **[Understanding the Robustness of Skeleton-based Action Recognition under Adversarial Attack ↗](https://doi.org/10.1109/cvpr46437.2021.01442)**He Wang, Feixiang He, Zhexi Peng et al.*48 citations*
1068. **[Blind Deblurring for Saturated Images ↗](https://doi.org/10.1109/cvpr46437.2021.00624)**Liang Chen, Jiawei Zhang, Songnan Lin et al.*47 citations*
1069. **[Cross-View Regularization for Domain Adaptive Panoptic Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.01000)**Jiaxing Huang, Dayan Guan, Aoran Xiao et al.*47 citations*
1070. **[Deep Multi-Task Learning for Joint Localization, Perception, and Prediction ↗](https://doi.org/10.1109/cvpr46437.2021.00465)**John Phillips, Julieta Martínez, Ioan Andrei Bârsan et al.*47 citations*
1071. **[Iso-Points: Optimizing Neural Implicit Surfaces with Hybrid Representations ↗](https://doi.org/10.1109/cvpr46437.2021.00044)**Yifan Wang, Shihao Wu, Cengiz Öztireli et al.*47 citations*
1072. **[Learning Scene Structure Guidance via Cross-Task Knowledge Transfer for Single Depth Super-Resolution ↗](https://doi.org/10.1109/cvpr46437.2021.00770)**Baoli Sun, Xinchen Ye, Baopu Li et al.*47 citations*
1073. **[Monocular 3D Multi-Person Pose Estimation by Integrating Top-Down and Bottom-Up Networks ↗](https://doi.org/10.1109/cvpr46437.2021.00756)**Yu Cheng, Bo Wang, Bo Yang et al.*47 citations*
1074. **[NeuralHumanFVV: Real-Time Neural Volumetric Human Performance Rendering using RGB Cameras ↗](https://doi.org/10.1109/cvpr46437.2021.00616)**Xin Suo, Yuheng Jiang, Pei Lin et al.*47 citations*
1075. **[Robust Instance Segmentation through Reasoning about Multi-Object Occlusion ↗](https://doi.org/10.1109/cvpr46437.2021.01099)**Xiaoding Yuan, Adam Kortylewski, Yihong Sun et al.*47 citations*
1076. **[StablePose: Learning 6D Object Poses from Geometrically Stable Patches ↗](https://doi.org/10.1109/cvpr46437.2021.01497)**Yifei Shi, Junwen Huang, Xin Xu et al.*47 citations*
1077. **[Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution ↗](https://doi.org/10.1109/cvpr46437.2021.00961)**Chi Zhang, Baoxiong Jia, Song Chun Zhu et al.*46 citations*
1078. **[Composing Photos Like a Photographer ↗](https://doi.org/10.1109/cvpr46437.2021.00698)**Chaoyi Hong, Shuaiyuan Du, Ke Xian et al.*46 citations*
1079. **[DeepACG: Co-Saliency Detection via Semantic-aware Contrast Gromov-Wasserstein Distance ↗](https://doi.org/10.1109/cvpr46437.2021.01349)**Kaihua Zhang, Mingliang Dong, Бо Лю et al.*46 citations*
1080. **[DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images ↗](https://doi.org/10.1109/cvpr46437.2021.00718)**Meng Ye, Mikael Kanski, Dong Yang et al.*46 citations*
1081. **[Ensembling with Deep Generative Views ↗](https://doi.org/10.1109/cvpr46437.2021.01475)**Lucy Chai, Jun-Yan Zhu, Eli Shechtman et al.*46 citations*
1082. **[From Semantic Categories to Fixations: A Novel Weakly-supervised Visual-auditory Saliency Detection Approach ↗](https://doi.org/10.1109/cvpr46437.2021.01487)**Guotao Wang, Chenglizhao Chen, Deng-Ping Fan et al.*46 citations*
1083. **[HCRF-Flow: Scene Flow from Point Clouds with Continuous High-order CRFs and Position-aware Flow Embedding ↗](https://doi.org/10.1109/cvpr46437.2021.00043)**Ruibo Li, Guosheng Lin, Tong He et al.*46 citations*
1084. **[Improved Handling of Motion Blur in Online Object Detection ↗](https://doi.org/10.1109/cvpr46437.2021.00175)**Mohamed Sayed, Gabriel Brostow*46 citations*
1085. **[Keypoint-graph-driven learning framework for object pose estimation ↗](https://doi.org/10.1109/cvpr46437.2021.00112)**Shaobo Zhang, Wanqing Zhao, Ziyu Guan et al.*46 citations*
1086. **[No frame left behind: Full Video Action Recognition ↗](https://doi.org/10.1109/cvpr46437.2021.01465)**Xin Liu, Silvia L. Pintea, Fatemeh Karimi Nejadasl et al.*46 citations*
1087. **[QAIR: Practical Query-efficient Black-Box Attacks for Image Retrieval ↗](https://doi.org/10.1109/cvpr46437.2021.00334)**Xiaodan Li, Jinfeng Li, Yuefeng Chen et al.*46 citations*
1088. **[Scene Text Retrieval via Joint Text Detection and Similarity Learning ↗](https://doi.org/10.1109/cvpr46437.2021.00453)**Hao Wang, Xiang Bai, Mingkun Yang et al.*46 citations*
1089. **[Style-Aware Normalized Loss for Improving Arbitrary Style Transfer ↗](https://doi.org/10.1109/cvpr46437.2021.00020)**Jiaxin Cheng, Ayush Jaiswal, Yue Wu et al.*46 citations*
1090. **[Target-Aware Object Discovery and Association for Unsupervised Video Multi-Object Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.00691)**Tianfei Zhou, Jianwu Li, Xueyi Li et al.*46 citations*
1091. **[FESTA: Flow Estimation via Spatial-Temporal Attention for Scene Point Clouds ↗](https://doi.org/10.1109/cvpr46437.2021.01395)**Haiyan Wang, Jiahao Pang, Muhammad Asad Lodhi et al.*45 citations*
1092. **[GMOT-40: A Benchmark for Generic Multiple Object Tracking ↗](https://doi.org/10.1109/cvpr46437.2021.00665)**Hexin Bai, Wensheng Cheng, Peng Chu et al.*45 citations*
1093. **[Generalization on Unseen Domains via Inference-time Label-Preserving Target Projections ↗](https://doi.org/10.1109/cvpr46437.2021.01273)**Prashant Pandey, Mrigank Raman, Sumanth Varambally et al.*45 citations*
1094. **[HDMapGen: A Hierarchical Graph Generative Model of High Definition Maps ↗](https://doi.org/10.1109/cvpr46437.2021.00421)**Mi Lu, Hang Zhao, Charlie Nash et al.*45 citations*
1095. **[Inception Convolution with Efficient Dilation Search ↗](https://doi.org/10.1109/cvpr46437.2021.01132)**Jie Liu, Chuming Li, Feng Liang et al.*45 citations*
1096. **[Learning Asynchronous and Sparse Human-Object Interaction in Videos ↗](https://doi.org/10.1109/cvpr46437.2021.01578)**Romero F.A.B. de Morais, Vuong Le, Svetha Venkatesh et al.*45 citations*
1097. **[Looking into Your Speech: Learning Cross-modal Affinity for Audio-visual Speech Separation ↗](https://doi.org/10.1109/cvpr46437.2021.00139)**Jiyoung Lee, Soo-Whan Chung, Sunok Kim et al.*45 citations*
1098. **[Normalized Avatar Synthesis Using StyleGAN and Perceptual Refinement ↗](https://doi.org/10.1109/cvpr46437.2021.01149)**Huiwen Luo, Koki Nagano, Han-Wei Kung et al.*45 citations*
1099. **[Rectification-based Knowledge Retention for Continual Learning ↗](https://doi.org/10.1109/cvpr46437.2021.01503)**Pravendra Pratap Singh, Pratik Mazumder, Piyush Rai et al.*45 citations*
1100. **[SIPSA-Net: Shift-Invariant Pan Sharpening with Moving Object Alignment for Satellite Imagery ↗](https://doi.org/10.1109/cvpr46437.2021.01003)**Jaehyup Lee, Soomin Seo, Munchurl Kim*45 citations*

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