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

1,667 papers · page 6 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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501. **[MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain Adaptation ↗](https://doi.org/10.1109/cvpr46437.2021.01637)**Guoqiang Wei, Cuiling Lan, Wenjun Zeng et al.*122 citations*
502. **[Neural Lumigraph Rendering ↗](https://doi.org/10.1109/cvpr46437.2021.00427)**Petr Kellnhofer, Lars Jebe, Andrew Jones et al.*122 citations*
503. **[Towards Long-Form Video Understanding ↗](https://doi.org/10.1109/cvpr46437.2021.00192)**Chao-Yuan Wu, Philipp Krähenbühl*122 citations*
504. **[FBNetV3: Joint Architecture-Recipe Search using Predictor Pretraining ↗](https://doi.org/10.1109/cvpr46437.2021.01601)**Xiaoliang Dai, Alvin Wan, Peizhao Zhang et al.*121 citations*
505. **[Network Pruning via Performance Maximization ↗](https://doi.org/10.1109/cvpr46437.2021.00915)**Shangqian Gao, Feihu Huang, Weidong Cai et al.*121 citations*
506. **[On Learning the Geodesic Path for Incremental Learning ↗](https://doi.org/10.1109/cvpr46437.2021.00164)**Christian Simon, Piotr Koniusz, Mehrtash Tafazzoli Harandi*121 citations*
507. **[Positive Sample Propagation along the Audio-Visual Event Line ↗](https://doi.org/10.1109/cvpr46437.2021.00833)**Jinxing Zhou, Liang Zheng, Yiran Zhong et al.*121 citations*
508. **[Synthesizing Long-Term 3D Human Motion and Interaction in 3D Scenes ↗](https://doi.org/10.1109/cvpr46437.2021.00928)**Jiashun Wang, Huazhe Xu, Jingwei Xu et al.*121 citations*
509. **[i3DMM: Deep Implicit 3D Morphable Model of Human Heads ↗](https://doi.org/10.1109/cvpr46437.2021.01261)**Tarun Yenamandra, Ayush Tewari, Florian Bernard et al.*121 citations*
510. **[Back-tracing Representative Points for Voting-based 3D Object Detection in Point Clouds ↗](https://doi.org/10.1109/cvpr46437.2021.00885)**Bowen Cheng, Lu Sheng, Shaoshuai Shi et al.*120 citations*
511. **[Cycle4Completion: Unpaired Point Cloud Completion using Cycle Transformation with Missing Region Coding ↗](https://doi.org/10.1109/cvpr46437.2021.01288)**Xin Wen, Zhizhong Han, Yan‐Pei Cao et al.*120 citations*
512. **[Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.00684)**Youngmin Oh, Beom‐Jun Kim, Bumsub Ham*119 citations*
513. **[UV-Net: Learning from Boundary Representations ↗](https://doi.org/10.1109/cvpr46437.2021.01153)**Pradeep Kumar Jayaraman, Aditya Sanghi, Joseph G. Lambourne et al.*119 citations*
514. **[Affordance Transfer Learning for Human-Object Interaction Detection ↗](https://doi.org/10.1109/cvpr46437.2021.00056)**Zhi Hou, Baosheng Yu, Yu Qiao et al.*118 citations*
515. **[Hallucination Improves Few-Shot Object Detection ↗](https://doi.org/10.1109/cvpr46437.2021.01281)**Weilin Zhang, Yu-Xiong Wang*118 citations*
516. **[Kaleido-BERT: Vision-Language Pre-training on Fashion Domain ↗](https://doi.org/10.1109/cvpr46437.2021.01246)**Mingchen Zhuge, Dehong Gao, Deng-Ping Fan et al.*118 citations*
517. **[Model-based 3D Hand Reconstruction via Self-Supervised Learning ↗](https://doi.org/10.1109/cvpr46437.2021.01031)**Yujin Chen, Zhigang Tu, Di Kang et al.*118 citations*
518. **[CoCosNet v2: Full-Resolution Correspondence Learning for Image Translation ↗](https://doi.org/10.1109/cvpr46437.2021.01130)**Xingran Zhou, Bo Zhang, Ting Zhang et al.*117 citations*
519. **[Cross Modal Focal Loss for RGBD Face Anti-Spoofing ↗](https://doi.org/10.1109/cvpr46437.2021.00779)**Anjith George, Sébastien Marcel*117 citations*
520. **[Fair Attribute Classification through Latent Space De-biasing ↗](https://doi.org/10.1109/cvpr46437.2021.00918)**V. Ramaswamy, Sunnie S. Y. Kim, Olga Russakovsky*117 citations*
521. **[MR Image Super-Resolution with Squeeze and Excitation Reasoning Attention Network ↗](https://doi.org/10.1109/cvpr46437.2021.01322)**Yulun Zhang, Kai Li, Kunpeng Li et al.*117 citations*
522. **[3D-MAN: 3D Multi-frame Attention Network for Object Detection ↗](https://doi.org/10.1109/cvpr46437.2021.00190)**Zetong Yang, Yin Zhou, Zhifeng Chen et al.*116 citations*
523. **[Image Inpainting Guided by Coherence Priors of Semantics and Textures ↗](https://doi.org/10.1109/cvpr46437.2021.00647)**Liang Liao, Jing Xiao, Zheng Wang et al.*116 citations*
524. **[Learning Position and Target Consistency for Memory-based Video Object Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.00413)**Li Hu, Peng Zhang, Bang Zhang et al.*116 citations*
525. **[Structured Scene Memory for Vision-Language Navigation ↗](https://doi.org/10.1109/cvpr46437.2021.00835)**Hanqing Wang, Wenguan Wang, Wei Liang et al.*116 citations*
526. **[Training Networks in Null Space of Feature Covariance for Continual Learning ↗](https://doi.org/10.1109/cvpr46437.2021.00025)**Shipeng Wang, Xiaorong Li, Jian Sun et al.*116 citations*
527. **[Adaptive Consistency Regularization for Semi-Supervised Transfer Learning ↗](https://doi.org/10.1109/cvpr46437.2021.00685)**Abulikemu Abuduweili, Xingjian Li, Humphrey Shi et al.*115 citations*
528. **[BiCnet-TKS: Learning Efficient Spatial-Temporal Representation for Video Person Re-Identification ↗](https://doi.org/10.1109/cvpr46437.2021.00205)**Ruibing Hou, Hong Chang, Bingpeng Ma et al.*115 citations*
529. **[DeepI2P: Image-to-Point Cloud Registration via Deep Classification ↗](https://doi.org/10.1109/cvpr46437.2021.01570)**Jiaxin Li, Gim Hee Lee*115 citations*
530. **[Glance and Gaze: Inferring Action-aware Points for One-Stage Human-Object Interaction Detection ↗](https://doi.org/10.1109/cvpr46437.2021.01303)**Xubin Zhong, Xian Qu, Changxing Ding et al.*115 citations*
531. **[Augmentation Strategies for Learning with Noisy Labels ↗](https://doi.org/10.1109/cvpr46437.2021.00793)**Kento Nishi, Yi Ding, Alex Rich et al.*114 citations*
532. **[Graph-based High-Order Relation Discovery for Fine-grained Recognition ↗](https://doi.org/10.1109/cvpr46437.2021.01483)**Yifan Zhao, Ke Yan, Feiyue Huang et al.*114 citations*
533. **[Bidirectional Projection Network for Cross Dimension Scene Understanding ↗](https://doi.org/10.1109/cvpr46437.2021.01414)**Wenbo Hu, Hengshuang Zhao, Li Jiang et al.*113 citations*
534. **[Fast and Accurate Model Scaling ↗](https://doi.org/10.1109/cvpr46437.2021.00098)**Piotr Dollár, Mannat Singh, Ross Girshick*113 citations*
535. **[Memory Oriented Transfer Learning for Semi-Supervised Image Deraining ↗](https://doi.org/10.1109/cvpr46437.2021.00764)**Huaibo Huang, Aijing Yu, Ran He*113 citations*
536. **[PointFlow: Flowing Semantics Through Points for Aerial Image Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.00420)**Xiangtai Li, Hao He, Xia Li et al.*113 citations*
537. **[RPN Prototype Alignment For Domain Adaptive Object Detector ↗](https://doi.org/10.1109/cvpr46437.2021.01224)**Yixin Zhang, Zilei Wang, Yushi Mao*113 citations*
538. **[Topological Planning with Transformers for Vision-and-Language Navigation ↗](https://doi.org/10.1109/cvpr46437.2021.01112)**Kevin Yanjun Chen, Junshen K. Chen, Jo Chuang et al.*113 citations*
539. **[Adaptive Class Suppression Loss for Long-Tail Object Detection ↗](https://doi.org/10.1109/cvpr46437.2021.00312)**Tong Wang, Yousong Zhu, Chaoyang Zhao et al.*112 citations*
540. **[BRepNet: A topological message passing system for solid models ↗](https://doi.org/10.1109/cvpr46437.2021.01258)**Joseph G. Lambourne, Karl D. D. Willis, Pradeep Kumar Jayaraman et al.*112 citations*
541. **[Deep Analysis of CNN-based Spatio-temporal Representations for Action Recognition ↗](https://doi.org/10.1109/cvpr46437.2021.00610)**Chun-Fu Richard Chen, Rameswar Panda, Kandan Ramakrishnan et al.*112 citations*
542. **[Detecting Human-Object Interaction via Fabricated Compositional Learning ↗](https://doi.org/10.1109/cvpr46437.2021.01441)**Zhi Hou, Baosheng Yu, Yu Qiao et al.*112 citations*
543. **[Instance Localization for Self-supervised Detection Pretraining ↗](https://doi.org/10.1109/cvpr46437.2021.00398)**Ceyuan Yang, Zhirong Wu, Bolei Zhou et al.*112 citations*
544. **[Cross-Iteration Batch Normalization ↗](https://doi.org/10.1109/cvpr46437.2021.01215)**Zhuliang Yao, Yue Cao, Shuxin Zheng et al.*111 citations*
545. **[Deep Implicit Templates for 3D Shape Representation ↗](https://doi.org/10.1109/cvpr46437.2021.00148)**Zerong Zheng, Tao Yu, Qionghai Dai et al.*111 citations*
546. **[Holistic 3D Scene Understanding from a Single Image with Implicit Representation ↗](https://doi.org/10.1109/cvpr46437.2021.00872)**Cheng Zhang, Zhaopeng Cui, Yinda Zhang et al.*111 citations*
547. **[Learning Cross-Modal Retrieval with Noisy Labels ↗](https://doi.org/10.1109/cvpr46437.2021.00536)**Peng Hu, Xi Peng, Hongyuan Zhu et al.*111 citations*
548. **[Robust Reference-based Super-Resolution via C 2 -Matching ↗](https://doi.org/10.1109/cvpr46437.2021.00214)**Yuming Jiang, Kelvin C. K. Chan, Xintao Wang et al.*111 citations*
549. **[Complementary Relation Contrastive Distillation ↗](https://doi.org/10.1109/cvpr46437.2021.00914)**Jinguo Zhu, Shixiang Tang, Dapeng Chen et al.*110 citations*
550. **[Depth Completion with Twin Surface Extrapolation at Occlusion Boundaries ↗](https://doi.org/10.1109/cvpr46437.2021.00261)**Saif Imran, Xiaoming Liu, Daniel Morris*110 citations*
551. **[StyleMix: Separating Content and Style for Enhanced Data Augmentation ↗](https://doi.org/10.1109/cvpr46437.2021.01462)**Minui Hong, Jinwoo Choi, Gunhee Kim*110 citations*
552. **[Watching You: Global-guided Reciprocal Learning for Video-based Person Re-identification ↗](https://doi.org/10.1109/cvpr46437.2021.01313)**Xuehu Liu, Pingping Zhang, Chenyang Yu et al.*110 citations*
553. **[Learning to Restore Hazy Video: A New Real-World Dataset and A New Method ↗](https://doi.org/10.1109/cvpr46437.2021.00912)**Xinyi Zhang, Hang Dong, Jinshan Pan et al.*109 citations*
554. **[Multi-Label Learning from Single Positive Labels ↗](https://doi.org/10.1109/cvpr46437.2021.00099)**Elijah Cole, Oisin Mac Aodha, Titouan Lorieul et al.*109 citations*
555. **[Network Quantization with Element-wise Gradient Scaling ↗](https://doi.org/10.1109/cvpr46437.2021.00638)**Junghyup Lee, Dohyung Kim, Bumsub Ham*109 citations*
556. **[Pixel Codec Avatars ↗](https://doi.org/10.1109/cvpr46437.2021.00013)**Shugao Ma, Tomas Simon, Jason Saragih et al.*109 citations*
557. **[SOLD 2 : Self-supervised Occlusion-aware Line Description and Detection ↗](https://doi.org/10.1109/cvpr46437.2021.01121)**Rémi Pautrat, Juan-Ting Lin, Viktor Larsson et al.*109 citations*
558. **[StyleMeUp: Towards Style-Agnostic Sketch-Based Image Retrieval ↗](https://doi.org/10.1109/cvpr46437.2021.00840)**Aneeshan Sain, Ayan Kumar Bhunia, Yongxin Yang et al.*109 citations*
559. **[The Translucent Patch: A Physical and Universal Attack on Object Detectors ↗](https://doi.org/10.1109/cvpr46437.2021.01498)**Alon Zolfi, Moshe Kravchik, Yuval Elovici et al.*109 citations*
560. **[CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild ↗](https://doi.org/10.1109/cvpr46437.2021.01309)**Bastian Wandt, Marco Rudolph, Petrissa Zell et al.*108 citations*
561. **[OpenMix: Reviving Known Knowledge for Discovering Novel Visual Categories in an Open World ↗](https://doi.org/10.1109/cvpr46437.2021.00934)**Zhun Zhong, Linchao Zhu, Zhiming Luo et al.*108 citations*
562. **[Robust Representation Learning with Feedback for Single Image Deraining ↗](https://doi.org/10.1109/cvpr46437.2021.00765)**Chenghao Chen, Hao Li*108 citations*
563. **[VSPW: A Large-scale Dataset for Video Scene Parsing in the Wild ↗](https://doi.org/10.1109/cvpr46437.2021.00412)**Jiaxu Miao, Yunchao Wei, Yu Wu et al.*108 citations*
564. **[Fully Convolutional Scene Graph Generation ↗](https://doi.org/10.1109/cvpr46437.2021.01138)**Hengyue Liu, Ning Yan, Masood Mortazavi et al.*107 citations*
565. **[Learning High Fidelity Depths of Dressed Humans by Watching Social Media Dance Videos ↗](https://doi.org/10.1109/cvpr46437.2021.01256)**Yasamin Jafarian, Hyun Soo Park*107 citations*
566. **[RSG: A Simple but Effective Module for Learning Imbalanced Datasets ↗](https://doi.org/10.1109/cvpr46437.2021.00378)**Jianfeng Wang, Thomas Lukasiewicz, Xiaolin Hu et al.*107 citations*
567. **[Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels ↗](https://doi.org/10.1109/cvpr46437.2021.00237)**Sangdoo Yun, Seong Joon Oh, Byeongho Heo et al.*107 citations*
568. **[Robust Audio-Visual Instance Discrimination ↗](https://doi.org/10.1109/cvpr46437.2021.01274)**Pedro M. Morgado, Ishan Misra, Nuno M. Vasconcelos*107 citations*
569. **[TAP: Text-Aware Pre-training for Text-VQA and Text-Caption ↗](https://doi.org/10.1109/cvpr46437.2021.00864)**Zhengyuan Yang, Yijuan Lu, Jianfeng Wang et al.*107 citations*
570. **[Open-book Video Captioning with Retrieve-Copy-Generate Network ↗](https://doi.org/10.1109/cvpr46437.2021.00971)**Ziqi Zhang, Zhongang Qi, Chunfeng Yuan et al.*106 citations*
571. **[Self-Supervised Collision Handling via Generative 3D Garment Models for Virtual Try-On ↗](https://doi.org/10.1109/cvpr46437.2021.01159)**Igor Santesteban, Nils Thuerey, Miguel Á. Otaduy et al.*106 citations*
572. **[Temporal Modulation Network for Controllable Space-Time Video Super-Resolution ↗](https://doi.org/10.1109/cvpr46437.2021.00632)**Gang Xu, Jun Xu, Zhen Li et al.*106 citations*
573. **[Uncertainty Guided Collaborative Training for Weakly Supervised Temporal Action Detection ↗](https://doi.org/10.1109/cvpr46437.2021.00012)**Wenfei Yang, Tianzhu Zhang, Xiaoyuan Yu et al.*106 citations*
574. **[Uncertainty Reduction for Model Adaptation in Semantic Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.00949)**Prabhu Teja Sivaprasad, François Fleuret*106 citations*
575. **[iMiGUE: An Identity-free Video Dataset for Micro-Gesture Understanding and Emotion Analysis ↗](https://doi.org/10.1109/cvpr46437.2021.01049)**Xin Liu, Henglin Shi, Haoyu Chen et al.*106 citations*
576. **[Disentangled Cycle Consistency for Highly-realistic Virtual Try-On ↗](https://doi.org/10.1109/cvpr46437.2021.01665)**Chongjian Ge, Yibing Song, Yuying Ge et al.*105 citations*
577. **[Face Forgery Detection by 3D Decomposition ↗](https://doi.org/10.1109/cvpr46437.2021.00295)**Xiangyu Zhu, Hao Wang, Hongyan Fei et al.*105 citations*
578. **[Group Collaborative Learning for Co-Salient Object Detection ↗](https://doi.org/10.1109/cvpr46437.2021.01211)**Qi Fan, Deng-Ping Fan, Huazhu Fu et al.*105 citations*
579. **[MOST: A Multi-Oriented Scene Text Detector with Localization Refinement ↗](https://doi.org/10.1109/cvpr46437.2021.00870)**Minghang He, Minghui Liao, Zhibo Yang et al.*105 citations*
580. **[What If We Only Use Real Datasets for Scene Text Recognition? Toward Scene Text Recognition With Fewer Labels ↗](https://doi.org/10.1109/cvpr46437.2021.00313)**Jeonghun Baek, Yusuke Matsui, Kiyoharu Aizawa*105 citations*
581. **[DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.01374)**Xiong Zhang, Hongmin Xu, Hong Mo et al.*104 citations*
582. **[Hierarchical Layout-Aware Graph Convolutional Network for Unified Aesthetics Assessment ↗](https://doi.org/10.1109/cvpr46437.2021.00837)**Dongyu She, Yu‐Kun Lai, Gaoxiong Yi et al.*104 citations*
583. **[Manifold Regularized Dynamic Network Pruning ↗](https://doi.org/10.1109/cvpr46437.2021.00498)**Yehui Tang, Yunhe Wang, Yixing Xu et al.*104 citations*
584. **[SuperMix: Supervising the Mixing Data Augmentation ↗](https://doi.org/10.1109/cvpr46437.2021.01358)**Ali Dabouei, Sobhan Soleymani, Fariborz Taherkhani et al.*104 citations*
585. **[AIFit: Automatic 3D Human-Interpretable Feedback Models for Fitness Training ↗](https://doi.org/10.1109/cvpr46437.2021.00979)**Mihai Fieraru, Mihai Zanfir, Silviu Cristian Pirlea et al.*103 citations*
586. **[Nearest Neighbor Matching for Deep Clustering ↗](https://doi.org/10.1109/cvpr46437.2021.01348)**Zhiyuan Dang, Cheng Dan Deng, Xu Yang et al.*103 citations*
587. **[Siamese Natural Language Tracker: Tracking by Natural Language Descriptions with Siamese Trackers ↗](https://doi.org/10.1109/cvpr46437.2021.00579)**Qi Feng, Vitaly Ablavsky, Qinxun Bai et al.*103 citations*
588. **[CDFI: Compression-Driven Network Design for Frame Interpolation ↗](https://doi.org/10.1109/cvpr46437.2021.00791)**Tianyu Ding, Luming Liang, Zhihui Zhu et al.*102 citations*
589. **[Differentiable Patch Selection for Image Recognition ↗](https://doi.org/10.1109/cvpr46437.2021.00238)**Jean-Baptiste Cordonnier, Aravindh Mahendran, Alexey Dosovitskiy et al.*102 citations*
590. **[Drafting and Revision: Laplacian Pyramid Network for Fast High-Quality Artistic Style Transfer ↗](https://doi.org/10.1109/cvpr46437.2021.00510)**Tianwei Lin, Zhuoqi Ma, Fu Li et al.*102 citations*
591. **[Facial Action Unit Detection With Transformers ↗](https://doi.org/10.1109/cvpr46437.2021.00759)**Geethu Miriam Jacob, Björn Stenger*102 citations*
592. **[GrooMeD-NMS: Grouped Mathematically Differentiable NMS for Monocular 3D Object Detection ↗](https://doi.org/10.1109/cvpr46437.2021.00886)**Abhinav Kumar, Garrick Brazil, Xiaoming Liu*102 citations*
593. **[Guided Integrated Gradients: an Adaptive Path Method for Removing Noise ↗](https://doi.org/10.1109/cvpr46437.2021.00501)**Andrei Kapishnikov, Subhashini Venugopalan, Besim Avci et al.*102 citations*
594. **[Improving the Transferability of Adversarial Samples with Adversarial Transformations ↗](https://doi.org/10.1109/cvpr46437.2021.00891)**Weibin Wu, Yuxin Su, Michael Rung-Tsong Lyu et al.*102 citations*
595. **[Neural Parts: Learning Expressive 3D Shape Abstractions with Invertible Neural Networks ↗](https://doi.org/10.1109/cvpr46437.2021.00322)**Despoina Paschalidou, Angelos Katharopoulos, Andreas Geiger et al.*102 citations*
596. **[Rethinking and Improving the Robustness of Image Style Transfer ↗](https://doi.org/10.1109/cvpr46437.2021.00019)**Pei Wang, Yijun Li, Nuno M. Vasconcelos*102 citations*
597. **[Bridge to Answer: Structure-aware Graph Interaction Network for Video Question Answering ↗](https://doi.org/10.1109/cvpr46437.2021.01527)**Jungin Park, Jiyoung Lee, Kwanghoon Sohn*101 citations*
598. **[LipSync3D: Data-Efficient Learning of Personalized 3D Talking Faces from Video using Pose and Lighting Normalization ↗](https://doi.org/10.1109/cvpr46437.2021.00278)**Avisek Lahiri, Vivek Kwatra, Christian Frueh et al.*101 citations*
599. **[On Self-Contact and Human Pose ↗](https://doi.org/10.1109/cvpr46437.2021.00986)**Lea Müller, Ahmed A. A. Osman, Siyu Tang et al.*101 citations*
600. **[Rich features for perceptual quality assessment of UGC videos ↗](https://doi.org/10.1109/cvpr46437.2021.01323)**Yilin Wang, Junjie Ke, Hossein Talebi et al.*101 citations*

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