---
title: "ICCV 2021 — all accepted papers, page 10 — the most cited first"
description: "All 1,615 papers of ICCV 2021 · page 10 of 17, the most cited first; those with our summary link to it."
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# ICCV 2021: all accepted papers

1,615 papers · page 10 of 17 · the most cited first · [← ICCV 2021](https://md.research.elamur.ai/free/en/venues/ieee-cvf-international-conference-on-computer-vision-iccv/2021/)

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901. **[Sampling Network Guided Cross-Entropy Method for Unsupervised Point Cloud Registration ↗](https://doi.org/10.1109/iccv48922.2021.00607)**Haobo Jiang, Yaqi Shen, Jin Xie et al.*43 citations*
902. **[Self-Regulation for Semantic Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00687)**Dong liang Zhang, Hanwang Zhang, Jinhui Tang et al.*43 citations*
903. **[Triggering Failures: Out-Of-Distribution detection by learning from local adversarial attacks in Semantic Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.01541)**Victor Besnier, Andrei Bursuc, David Picard et al.*43 citations*
904. **[Visual Relationship Detection Using Part-and-Sum Transformers with Composite Queries ↗](https://doi.org/10.1109/iccv48922.2021.00353)**Qi Dong, Zhuowen Tu A, Haofu Liao et al.*43 citations*
905. **[Detecting Invisible People ↗](https://doi.org/10.1109/iccv48922.2021.00316)**Tarasha Khurana, Achal Dave, Deva Ramanan*42 citations*
906. **[Dynamic Network Quantization for Efficient Video Inference ↗](https://doi.org/10.1109/iccv48922.2021.00728)**Ximeng Sun, Rameswar Panda, Chun-Fu Richard Chen et al.*42 citations*
907. **[Exploiting Scene Graphs for Human-Object Interaction Detection ↗](https://doi.org/10.1109/iccv48922.2021.01568)**Tao He, Lianli Gao, Jingkuan Song et al.*42 citations*
908. **[HAA500: Human-Centric Atomic Action Dataset with Curated Videos ↗](https://doi.org/10.1109/iccv48922.2021.01321)**Jihoon Chung, Cheng-hsin Wuu, Hsuan-ru Yang et al.*42 citations*
909. **[ISD: Self-Supervised Learning by Iterative Similarity Distillation ↗](https://doi.org/10.1109/iccv48922.2021.00947)**Ajinkya Tejankar, Soroush Abbasi Koohpayegani, Vipin Pillai et al.*42 citations*
910. **[Learning Self-Similarity in Space and Time as Generalized Motion for Video Action Recognition ↗](https://doi.org/10.1109/iccv48922.2021.01282)**Heeseung Kwon, Manjin Kim, Suha Kwak et al.*42 citations*
911. **[Multi-Class Cell Detection Using Spatial Context Representation ↗](https://doi.org/10.1109/iccv48922.2021.00397)**Shahira Abousamra, David Belinsky, John Van Arnam et al.*42 citations*
912. **[Re-Aging GAN: Toward Personalized Face Age Transformation ↗](https://doi.org/10.1109/iccv48922.2021.00388)**Farkhod Makhmudkhujaev, Sungeun Hong, In Kyu Park*42 citations*
913. **[Reconcile Prediction Consistency for Balanced Object Detection ↗](https://doi.org/10.1109/iccv48922.2021.00361)**Keyang Wang, Lei Zhang*42 citations*
914. **[Semi-supervised Active Learning for Semi-supervised Models: Exploit Adversarial Examples with Graph-based Virtual Labels ↗](https://doi.org/10.1109/iccv48922.2021.00289)**Jiannan Guo, Haochen Shi, Yangyang Kang et al.*42 citations*
915. **[SurfaceNet: Adversarial SVBRDF Estimation from a Single Image ↗](https://doi.org/10.1109/iccv48922.2021.01260)**Giuseppe Vecchio, Simone Palazzo, Concetto Spampinato*42 citations*
916. **[Towards Interpretable Deep Metric Learning with Structural Matching ↗](https://doi.org/10.1109/iccv48922.2021.00974)**Wenliang Zhao, Yongming Rao, Ziyi Wang et al.*42 citations*
917. **[A Style and Semantic Memory Mechanism for Domain Generalization ↗](https://doi.org/10.1109/iccv48922.2021.00903)**Yang Chen, Yu Wang, Yingwei Pan et al.*41 citations*
918. **[Bayesian Triplet Loss: Uncertainty Quantification in Image Retrieval ↗](https://doi.org/10.1109/iccv48922.2021.01194)**Frederik Warburg, Martin Jørgensen, Javier Civera et al.*41 citations*
919. **[Bridging Unsupervised and Supervised Depth from Focus via All-in-Focus Supervision ↗](https://doi.org/10.1109/iccv48922.2021.01239)**Ning-Hsu Wang, Ren Wang, Yu-Lun Liu et al.*41 citations*
920. **[Continual Learning on Noisy Data Streams via Self-Purified Replay ↗](https://doi.org/10.1109/iccv48922.2021.00058)**Chris Dongjoo Kim, Jinseo Jeong, Sangwoo Moon et al.*41 citations*
921. **[Dual Transfer Learning for Event-based End-task Prediction via Pluggable Event to Image Translation ↗](https://doi.org/10.1109/iccv48922.2021.00214)**Lin Wang, Yujeong Chae, Kuk‐Jin Yoon*41 citations*
922. **[ELSD: Efficient Line Segment Detector and Descriptor ↗](https://doi.org/10.1109/iccv48922.2021.00296)**Haotian Zhang, Yicheng Luo, Fangbo Qin et al.*41 citations*
923. **[EM-POSE: 3D Human Pose Estimation from Sparse Electromagnetic Trackers ↗](https://doi.org/10.1109/iccv48922.2021.01131)**Manuel Kaufmann, Yi Zhao, Chengcheng Tang et al.*41 citations*
924. **[Event-Intensity Stereo: Estimating Depth by the Best of Both Worlds ↗](https://doi.org/10.1109/iccv48922.2021.00422)**Mohammad Mostafavi, Kuk‐Jin Yoon, Jonghyun Choi*41 citations*
925. **[Generative Adversarial Registration for Improved Conditional Deformable Templates ↗](https://doi.org/10.1109/iccv48922.2021.00390)**Neel Dey, Mengwei Ren, Adrian Vasile Dalca et al.*41 citations*
926. **[Meta Pairwise Relationship Distillation for Unsupervised Person Re-identification ↗](https://doi.org/10.1109/iccv48922.2021.00364)**Haoxuanye Ji, Le Wang, Sanping Zhou et al.*41 citations*
927. **[Multi-Expert Adversarial Attack Detection in Person Re-identification Using Context Inconsistency ↗](https://doi.org/10.1109/iccv48922.2021.01482)**Xueping Wang, Shasha Li, Min Liu et al.*41 citations*
928. **[Multiresolution Deep Implicit Functions for 3D Shape Representation ↗](https://doi.org/10.1109/iccv48922.2021.01284)**Zhang Chen, Yinda Zhang, Kyle Genova et al.*41 citations*
929. **[Parallel Rectangle Flip Attack: A Query-based Black-box Attack against Object Detection ↗](https://doi.org/10.1109/iccv48922.2021.00760)**Siyuan Liang, Baoyuan Wu, Yanbo Fan et al.*41 citations*
930. **[Pyramid Architecture Search for Real-Time Image Deblurring ↗](https://doi.org/10.1109/iccv48922.2021.00426)**Xiaobin Hu, Wenqi Ren, Kaicheng Yu et al.*41 citations*
931. **[Self-Supervised Video Representation Learning with Meta-Contrastive Network ↗](https://doi.org/10.1109/iccv48922.2021.00813)**Yuanze Lin, Xun Guo, Yan Lu*41 citations*
932. **[Single Image 3D Shape Retrieval via Cross-Modal Instance and Category Contrastive Learning ↗](https://doi.org/10.1109/iccv48922.2021.01121)**Ming-Xian Lin, Jie Yang, He Wang et al.*41 citations*
933. **[The Surprising Effectiveness of Visual Odometry Techniques for Embodied PointGoal Navigation ↗](https://doi.org/10.1109/iccv48922.2021.01582)**Xiaoming Zhao, Harsh Agrawal, Dhruv Batra et al.*41 citations*
934. **[Transductive Few-Shot Classification on the Oblique Manifold ↗](https://doi.org/10.1109/iccv48922.2021.00830)**Guodong Qi, Huimin Yu, Zhaohui Lu et al.*41 citations*
935. **[Auto Graph Encoder-Decoder for Neural Network Pruning ↗](https://doi.org/10.1109/iccv48922.2021.00630)**Sixing Yu, Arya Mazaheri, Ali Jannesari*40 citations*
936. **[CSG-Stump: A Learning Friendly CSG-Like Representation for Interpretable Shape Parsing ↗](https://doi.org/10.1109/iccv48922.2021.01225)**Daxuan Ren, Jianmin Zheng, Jianfei Cai et al.*40 citations*
937. **[Contextually Plausible and Diverse 3D Human Motion Prediction ↗](https://doi.org/10.1109/iccv48922.2021.01114)**Sadegh Aliakbarian, Fatemeh Sadat Saleh, Lars Petersson et al.*40 citations*
938. **[Meta Navigator: Search for a Good Adaptation Policy for Few-shot Learning ↗](https://doi.org/10.1109/iccv48922.2021.00930)**Chi Zhang, Henghui Ding, Guosheng Lin et al.*40 citations*
939. **[SOMA: Solving Optical Marker-Based MoCap Automatically ↗](https://doi.org/10.1109/iccv48922.2021.01093)**Nima Ghorbani, Michael J. Black*40 citations*
940. **[SUNet: Symmetric Undistortion Network for Rolling Shutter Correction ↗](https://doi.org/10.1109/iccv48922.2021.00450)**Bin Fan, Yuchao Dai, Mingyi He*40 citations*
941. **[Semantic Diversity Learning for Zero-Shot Multi-label Classification ↗](https://doi.org/10.1109/iccv48922.2021.00068)**Avi Ben-Cohen, Nadav Zamir, Emanuel Ben-Baruch et al.*40 citations*
942. **[Unified Graph Structured Models for Video Understanding ↗](https://doi.org/10.1109/iccv48922.2021.00801)**Anurag Arnab, Chen Sun, Cordelia Schmid*40 citations*
943. **[When do GANs replicate? On the choice of dataset size ↗](https://doi.org/10.1109/iccv48922.2021.00663)**Qianli Feng, Chenqi Guo, Fabian Benitez-Quiroz et al.*40 citations*
944. **[ALADIN: All Layer Adaptive Instance Normalization for Fine-grained Style Similarity ↗](https://doi.org/10.1109/iccv48922.2021.01171)**Dan Ruta, Saeid Motiian, Baldo Faieta et al.*39 citations*
945. **[Dense Deep Unfolding Network with 3D-CNN Prior for Snapshot Compressive Imaging ↗](https://doi.org/10.1109/iccv48922.2021.00485)**Zhuoyuan Wt, Jian Zhangt, Chong Mou*39 citations*
946. **[Differentiable Surface Rendering via Non-Differentiable Sampling ↗](https://doi.org/10.1109/iccv48922.2021.00603)**Forrester Cole, Kyle Genova, Avneesh Sud et al.*39 citations*
947. **[Divide and Conquer for Single-frame Temporal Action Localization ↗](https://doi.org/10.1109/iccv48922.2021.01320)**Chen Ju, Peisen Zhao, Siheng Chen et al.*39 citations*
948. **[End-to-End Trainable Trident Person Search Network Using Adaptive Gradient Propagation ↗](https://doi.org/10.1109/iccv48922.2021.00096)**Byeong-Ju Han, Kuhyeun Ko, Jae-Young Sim*39 citations*
949. **[Inverting a Rolling Shutter Camera: Bring Rolling Shutter Images to High Framerate Global Shutter Video ↗](https://doi.org/10.1109/iccv48922.2021.00419)**Bin Fan, Yuchao Dai*39 citations*
950. **[Long-Term Temporally Consistent Unpaired Video Translation from Simulated Surgical 3D Data ↗](https://doi.org/10.1109/iccv48922.2021.00333)**Dominik Rivoir, Micha Pfeiffer, Reuben Docea et al.*39 citations*
951. **[MonteFloor: Extending MCTS for Reconstructing Accurate Large-Scale Floor Plans ↗](https://doi.org/10.1109/iccv48922.2021.01573)**Sinisa Stekovic, Mahdi Rad, Friedrich Fraundorfer et al.*39 citations*
952. **[Move2Hear: Active Audio-Visual Source Separation ↗](https://doi.org/10.1109/iccv48922.2021.00034)**Sagnik Majumder, Ziad Al-Halah, Kristen Grauman*39 citations*
953. **[Rational Polynomial Camera Model Warping for Deep Learning Based Satellite Multi-View Stereo Matching ↗](https://doi.org/10.1109/iccv48922.2021.00609)**Jian Gao, Jin Liu, Shunping Ji*39 citations*
954. **[Self-Supervised Visual Representations Learning by Contrastive Mask Prediction ↗](https://doi.org/10.1109/iccv48922.2021.01000)**Yucheng Zhao, Guangting Wang, Chong Luo et al.*39 citations*
955. **[Self-supervised Domain Adaptation for Forgery Localization of JPEG Compressed Images ↗](https://doi.org/10.1109/iccv48922.2021.01476)**Yuan Rao, Jiangqun Ni*39 citations*
956. **[Unsupervised Layered Image Decomposition into Object Prototypes ↗](https://doi.org/10.1109/iccv48922.2021.00852)**Tom Monnier, Elliot Vincent, Jean Ponce et al.*39 citations*
957. **[WB-DETR: Transformer-Based Detector without Backbone ↗](https://doi.org/10.1109/iccv48922.2021.00297)**Fanfan Liu, Haoran Wei, Wenzhe Zhao et al.*39 citations*
958. **[Are we Missing Confidence in Pseudo-LiDAR Methods for Monocular 3D Object Detection? ↗](https://doi.org/10.1109/iccv48922.2021.00321)**Andrea Simonelli, Samuel Rota Bulò, Lorenzo Porzi et al.*38 citations*
959. **[Auto-Parsing Network for Image Captioning and Visual Question Answering ↗](https://doi.org/10.1109/iccv48922.2021.00220)**Xu Yang, Chongyang Gao, Hanwang Zhang et al.*38 citations*
960. **[CPFN: Cascaded Primitive Fitting Networks for High-Resolution Point Clouds ↗](https://doi.org/10.1109/iccv48922.2021.00736)**Eric-Tuan Lê, Minhyuk Sung, Duygu Ceylan et al.*38 citations*
961. **[Homogeneous Architecture Augmentation for Neural Predictor ↗](https://doi.org/10.1109/iccv48922.2021.01203)**Yuqiao Liu, Yehui Tang, Yanan Sun*38 citations*
962. **[Meta-Aggregator: Learning to Aggregate for 1-bit Graph Neural Networks ↗](https://doi.org/10.1109/iccv48922.2021.00525)**Yongcheng Jing, Yiding Yang, Xinchao Wang et al.*38 citations*
963. **[Multi-scale Matching Networks for Semantic Correspondence ↗](https://doi.org/10.1109/iccv48922.2021.00334)**Dongyang Zhao, Ziyang Song, Zhenghao Ji et al.*38 citations*
964. **[Planar Surface Reconstruction from Sparse Views ↗](https://doi.org/10.1109/iccv48922.2021.01275)**Linyi Jin, Shengyi Qian, Andrew Owens et al.*38 citations*
965. **[RAIN: Reinforced Hybrid Attention Inference Network for Motion Forecasting ↗](https://doi.org/10.1109/iccv48922.2021.01579)**Jiachen Li, Fan Yang, Hengbo Ma et al.*38 citations*
966. **[ReconfigISP: Reconfigurable Camera Image Processing Pipeline ↗](https://doi.org/10.1109/iccv48922.2021.00421)**Ke Yu, Zexian Li, Yue Peng et al.*38 citations*
967. **[Training Weakly Supervised Video Frame Interpolation with Events ↗](https://doi.org/10.1109/iccv48922.2021.01432)**Zhiyang Yu, Yu Zhang, Deyuan Liu et al.*38 citations*
968. **[Viewpoint Invariant Dense Matching for Visual Geolocalization ↗](https://doi.org/10.1109/iccv48922.2021.01195)**Gabriele Berton, Carlo Masone, Valerio Paolicelli et al.*38 citations*
969. **[Diverse Image Style Transfer via Invertible Cross-Space Mapping ↗](https://doi.org/10.1109/iccv48922.2021.01461)**Haibo Chen, Lei Zhao, Huiming Zhang et al.*37 citations*
970. **[Geometric Unsupervised Domain Adaptation for Semantic Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00842)**Vitor Guizilini, Jie Li, Rareş Ambruş et al.*37 citations*
971. **[Information-theoretic regularization for Multi-source Domain Adaptation ↗](https://doi.org/10.1109/iccv48922.2021.00908)**Geon Yeong Park, Sang Wan Lee*37 citations*
972. **[MultiSiam: Self-supervised Multi-instance Siamese Representation Learning for Autonomous Driving ↗](https://doi.org/10.1109/iccv48922.2021.00745)**Kai Chen, Lanqing Hong, Hang Xu et al.*37 citations*
973. **[Online Continual Learning with Natural Distribution Shifts: An Empirical Study with Visual Data ↗](https://doi.org/10.1109/iccv48922.2021.00817)**Zhipeng Cai, Ozan Şener, Vladlen Koltun*37 citations*
974. **[Scene Synthesis via Uncertainty-Driven Attribute Synchronization ↗](https://doi.org/10.1109/iccv48922.2021.00558)**Haitao Yang, Zaiwei Zhang, Siming Yan et al.*37 citations*
975. **[Task Switching Network for Multi-task Learning ↗](https://doi.org/10.1109/iccv48922.2021.00818)**Guolei Sun, Thomas Probst, Danda Pani Paudel et al.*37 citations*
976. **[Unsupervised Non-Rigid Image Distortion Removal via Grid Deformation ↗](https://doi.org/10.1109/iccv48922.2021.00252)**Nianyi Li, Simron Thapa, Cameron Whyte et al.*37 citations*
977. **[YouRefIt: Embodied Reference Understanding with Language and Gesture ↗](https://doi.org/10.1109/iccv48922.2021.00142)**Yixin Chen, Qing Li, Deqian Kong et al.*37 citations*
978. **[Benchmark Platform for Ultra-Fine-Grained Visual Categorization Beyond Human Performance ↗](https://doi.org/10.1109/iccv48922.2021.01012)**Xiaohan Yu, Yang Sheng Zhao, Yongsheng Gao et al.*36 citations*
979. **[BiMaL: Bijective Maximum Likelihood Approach to Domain Adaptation in Semantic Scene Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00843)**Thanh-Dat Truong, Chi Nhan Duong, Ngan Le et al.*36 citations*
980. **[Detecting Human-Object Relationships in Videos ↗](https://doi.org/10.1109/iccv48922.2021.00800)**Jingwei Ji, Rishi Desai, Juan Carlos Niebles*36 citations*
981. **[Direct Differentiable Augmentation Search ↗](https://doi.org/10.1109/iccv48922.2021.01200)**Aoming Liu, Zehao Huang, Zhiwu Huang et al.*36 citations*
982. **[End-to-end Piece-wise Unwarping of Document Images ↗](https://doi.org/10.1109/iccv48922.2021.00423)**Sagnik Das, Kunwar Yashraj Singh, Jon Wu et al.*36 citations*
983. **[Evolving Search Space for Neural Architecture Search ↗](https://doi.org/10.1109/iccv48922.2021.00659)**Yuanzheng Ci, Chen Lin, Ming Sun et al.*36 citations*
984. **[G-DetKD: Towards General Distillation Framework for Object Detectors via Contrastive and Semantic-guided Feature Imitation ↗](https://doi.org/10.1109/iccv48922.2021.00357)**Lewei Yao, Renjie Pi, Hang Xu et al.*36 citations*
985. **[GDP: Stabilized Neural Network Pruning via Gates with Differentiable Polarization ↗](https://doi.org/10.1109/iccv48922.2021.00519)**Yi Guo, Huan Yuan, Jianchao Tan et al.*36 citations*
986. **[Internal Video Inpainting by Implicit Long-range Propagation ↗](https://doi.org/10.1109/iccv48922.2021.01431)**Hao Ouyang, Tengfei Wang, Qifeng Chen*36 citations*
987. **[MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection ↗](https://doi.org/10.1109/iccv48922.2021.00047)**Cheng Zhang, Tai-Yu Pan, Yandong Li et al.*36 citations*
988. **[Neural Video Portrait Relighting in Real-time via Consistency Modeling ↗](https://doi.org/10.1109/iccv48922.2021.00084)**Longwen Zhang, Qixuan Zhang, Minye Wu et al.*36 citations*
989. **[Overfitting the Data: Compact Neural Video Delivery via Content-aware Feature Modulation ↗](https://doi.org/10.1109/iccv48922.2021.00459)**Jiaming Liu, Ming Lu, Kaixin Chen et al.*36 citations*
990. **[Reality Transform Adversarial Generators for Image Splicing Forgery Detection and Localization ↗](https://doi.org/10.1109/iccv48922.2021.01403)**Xiuli Bi, Zhipeng Zhang, Bin Xiao*36 citations*
991. **[Revealing the Reciprocal Relations between Self-Supervised Stereo and Monocular Depth Estimation ↗](https://doi.org/10.1109/iccv48922.2021.01524)**Zhi Chen, Xiaoqing Ye, Wei Yang et al.*36 citations*
992. **[The Right to Talk: An Audio-Visual Transformer Approach ↗](https://doi.org/10.1109/iccv48922.2021.00114)**Thanh-Dat Truong, Chi Nhan Duong, The De Vu et al.*36 citations*
993. **[Ultra-High-Definition Image HDR Reconstruction via Collaborative Bilateral Learning ↗](https://doi.org/10.1109/iccv48922.2021.00441)**Zhuoran Zheng, Wenqi Ren, Xiaochun Cao et al.*36 citations*
994. **[Adversarial Attacks are Reversible with Natural Supervision ↗](https://doi.org/10.1109/iccv48922.2021.00070)**Chengzhi Mao, Mia Chiquier, Hao Wang et al.*35 citations*
995. **[Adversarial Robustness for Unsupervised Domain Adaptation ↗](https://doi.org/10.1109/iccv48922.2021.00845)**Muhammad Awais, Fengwei Zhou, Hang Xu et al.*35 citations*
996. **[Continual Neural Mapping: Learning An Implicit Scene Representation from Sequential Observations ↗](https://doi.org/10.1109/iccv48922.2021.01549)**Zike Yan, Yuxin Tian, Xuesong Shi et al.*35 citations*
997. **[Cross-Encoder for Unsupervised Gaze Representation Learning ↗](https://doi.org/10.1109/iccv48922.2021.00368)**Yunjia Sun, Jiabei Zeng, Shiguang Shan et al.*35 citations*
998. **[Deep Edge-Aware Interactive Colorization against Color-Bleeding Effects ↗](https://doi.org/10.1109/iccv48922.2021.01440)**Eungyeup Kim, Sanghyeon Lee, Jeong-Hoon Park et al.*35 citations*
999. **[Distilling Global and Local Logits with Densely Connected Relations ↗](https://doi.org/10.1109/iccv48922.2021.00623)**Youmin Kim, Jin‐Bae Park, YounHo Jang et al.*35 citations*
1000. **[Enhancing Self-supervised Video Representation Learning via Multi-level Feature Optimization ↗](https://doi.org/10.1109/iccv48922.2021.00789)**Rui Qian, Yuxi Li, Huabin Liu et al.*35 citations*

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