---
title: "ICCV 2021 — all accepted papers, page 5 — the most cited first"
description: "All 1,615 papers of ICCV 2021 · page 5 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 5 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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401. **[ELF-VC: Efficient Learned Flexible-Rate Video Coding ↗](https://doi.org/10.1109/iccv48922.2021.01421)**Oren Rippel, Alexander G. Anderson, Kedar Tatwawadi et al.*112 citations*
402. **[Location-aware Single Image Reflection Removal ↗](https://doi.org/10.1109/iccv48922.2021.00497)**Zheng Dong, Ke Xu, Yin Yang et al.*112 citations*
403. **[MultiSports: A Multi-Person Video Dataset of Spatio-Temporally Localized Sports Actions ↗](https://doi.org/10.1109/iccv48922.2021.01328)**Yixuan Li, Lei Chen, Runyu He et al.*112 citations*
404. **[Online Pseudo Label Generation by Hierarchical Cluster Dynamics for Adaptive Person Re-identification ↗](https://doi.org/10.1109/iccv48922.2021.00826)**Yi Zheng, Shixiang Tang, Guolong Teng et al.*112 citations*
405. **[TACo: Token-aware Cascade Contrastive Learning for Video-Text Alignment ↗](https://doi.org/10.1109/iccv48922.2021.01136)**Jianwei Yang, Yonatan Bisk, Jianfeng Gao*112 citations*
406. **[Video-based Person Re-identification with Spatial and Temporal Memory Networks ↗](https://doi.org/10.1109/iccv48922.2021.01182)**Chanho Eom, Geon Lee, Junghyup Lee et al.*112 citations*
407. **[Frequency Domain Image Translation: More Photo-realistic, Better Identity-preserving ↗](https://doi.org/10.1109/iccv48922.2021.01367)**Mu Cai, Hong Zhang, Huijuan Huang et al.*111 citations*
408. **[Motion Deblurring with Real Events ↗](https://doi.org/10.1109/iccv48922.2021.00258)**Fang Xu, Lei Yu, Bishan Wang et al.*111 citations*
409. **[Enhanced Boundary Learning for Glass-like Object Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.01556)**Hao He, Xiangtai Li, Guangliang Cheng et al.*110 citations*
410. **[Exploring Classification Equilibrium in Long-Tailed Object Detection ↗](https://doi.org/10.1109/iccv48922.2021.00340)**Chengjian Feng, Yujie Zhong, Weilin Huang*110 citations*
411. **[Interpretable Image Recognition by Constructing Transparent Embedding Space ↗](https://doi.org/10.1109/iccv48922.2021.00093)**Jiaqi Wang, Huafeng Liu, Xinyue Wang et al.*110 citations*
412. **[IntraTomo: Self-supervised Learning-based Tomography via Sinogram Synthesis and Prediction ↗](https://doi.org/10.1109/iccv48922.2021.00197)**Guangming Zang, Ramzi Idoughi, Rui Li et al.*110 citations*
413. **[Modulated Periodic Activations for Generalizable Local Functional Representations ↗](https://doi.org/10.1109/iccv48922.2021.01395)**Ishit Mehta, Michaël Gharbi, Connelly Barnes et al.*110 citations*
414. **[SOTR: Segmenting Objects with Transformers ↗](https://doi.org/10.1109/iccv48922.2021.00707)**Ruohao Guo, Dantong Niu, Liao Qu et al.*110 citations*
415. **[Distilling Virtual Examples for Long-tailed Recognition ↗](https://doi.org/10.1109/iccv48922.2021.00030)**Yin-Yin He, Jianxin Wu, Xiu-Shen Wei*108 citations*
416. **[Explaining in Style: Training a GAN to explain a classifier in StyleSpace ↗](https://doi.org/10.1109/iccv48922.2021.00073)**Oran Lang, Yossi Gandelsman, Michal Yarom et al.*108 citations*
417. **[Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling ↗](https://doi.org/10.1109/iccv48922.2021.00404)**Jingyun Liang, Andreas Lugmayr, Kai Zhang et al.*108 citations*
418. **[Spatial Uncertainty-Aware Semi-Supervised Crowd Counting ↗](https://doi.org/10.1109/iccv48922.2021.01526)**Yanda Meng, Hongrun Zhang, Yitian Zhao et al.*108 citations*
419. **[Describing and Localizing Multiple Changes with Transformers ↗](https://doi.org/10.1109/iccv48922.2021.00198)**Yue Qiu, Shintaro Yamamoto, Kodai Nakashima et al.*107 citations*
420. **[Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00696)**Jogendra Nath Kundu, Akshay Kulkarni, Amit Kumar Singh et al.*106 citations*
421. **[LapsCore: Language-guided Person Search via Color Reasoning ↗](https://doi.org/10.1109/iccv48922.2021.00165)**Yushuang Wu, Zizheng Yan, Xiaoguang Han et al.*106 citations*
422. **[Learning to drive from a world on rails ↗](https://doi.org/10.1109/iccv48922.2021.01530)**Dian Chen, Vladlen Koltun, Philipp Krähenbühl*106 citations*
423. **[Single-shot Hyperspectral-Depth Imaging with Learned Diffractive Optics ↗](https://doi.org/10.1109/iccv48922.2021.00265)**Seung‐Hwan Baek, Hayato Ikoma, Daniel S. Jeon et al.*106 citations*
424. **[Adaptive Focus for Efficient Video Recognition ↗](https://doi.org/10.1109/iccv48922.2021.01594)**Yulin Wang, Zhaoxi Chen, Haojun Jiang et al.*105 citations*
425. **[BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search ↗](https://doi.org/10.1109/iccv48922.2021.01206)**Changlin Li, Tao Tang, Guangrun Wang et al.*105 citations*
426. **[Causal Attention for Unbiased Visual Recognition ↗](https://doi.org/10.1109/iccv48922.2021.00308)**Tan Wang, Chang Zhou, Qianru Sun et al.*105 citations*
427. **[Learning Signed Distance Field for Multi-view Surface Reconstruction ↗](https://doi.org/10.1109/iccv48922.2021.00646)**Jingyang Zhang, Yao Yao, Long Quan*105 citations*
428. **[Robust Small Object Detection on the Water Surface through Fusion of Camera and Millimeter Wave Radar ↗](https://doi.org/10.1109/iccv48922.2021.01498)**Yuwei Cheng, Hu Xu, Yimin Liu*105 citations*
429. **[Separable Flow: Learning Motion Cost Volumes for Optical Flow Estimation ↗](https://doi.org/10.1109/iccv48922.2021.01063)**Feihu Zhang, Oliver J. Woodford, Victor Adrian Prisacariu et al.*105 citations*
430. **[Towards Better Explanations of Class Activation Mapping ↗](https://doi.org/10.1109/iccv48922.2021.00137)**Hyungsik Jung, Youngrock Oh*105 citations*
431. **[Binocular Mutual Learning for Improving Few-shot Classification ↗](https://doi.org/10.1109/iccv48922.2021.00829)**Ziqi Zhou, Xi Qiu, Jiangtao Xie et al.*104 citations*
432. **[Conditional Diffusion for Interactive Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00725)**Xi Chen, Zhiyan Zhao, Feiwu Yu et al.*104 citations*
433. **[Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation ↗](https://doi.org/10.1109/iccv48922.2021.01527)**Rui Peng, Ronggang Wang, Yawen Lai et al.*104 citations*
434. **[Unconstrained Scene Generation with Locally Conditioned Radiance Fields ↗](https://doi.org/10.1109/iccv48922.2021.01404)**Terrance DeVries, Miguel Ángel Bautista, Nitish Srivastava et al.*104 citations*
435. **[A Hierarchical Transformation-Discriminating Generative Model for Few Shot Anomaly Detection ↗](https://doi.org/10.1109/iccv48922.2021.00838)**Shelly Sheynin, Sagie Benaim, Lior Wolf*103 citations*
436. **[Gait Recognition in the Wild: A Benchmark ↗](https://doi.org/10.1109/iccv48922.2021.01452)***103 citations*
437. **[Multiple Heads are Better than One: Few-shot Font Generation with Multiple Localized Experts ↗](https://doi.org/10.1109/iccv48922.2021.01364)**Song Park, Sanghyuk Chun, Junbum Cha et al.*103 citations*
438. **[SAT: 2D Semantics Assisted Training for 3D Visual Grounding ↗](https://doi.org/10.1109/iccv48922.2021.00187)**Zhengyuan Yang, Songyang Zhang, Liwei Wang et al.*103 citations*
439. **[Pseudo-mask Matters in Weakly-supervised Semantic Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00688)**Yi Li, Zhanghui Kuang, Liyang Liu et al.*102 citations*
440. **[CPF: Learning a Contact Potential Field to Model the Hand-Object Interaction ↗](https://doi.org/10.1109/iccv48922.2021.01091)**Lixin Yang, Xinyu Zhan, Kailin Li et al.*101 citations*
441. **[Joint Inductive and Transductive Learning for Video Object Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00953)**Yunyao Mao, Ning Wang, Wengang Zhou et al.*101 citations*
442. **[Large-scale Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification ↗](https://doi.org/10.1109/iccv48922.2021.00303)**Zhuoning Yuan, Yan Yan, Milan Sonka A et al.*101 citations*
443. **[Uncertainty-aware Pseudo Label Refinery for Domain Adaptive Semantic Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00896)**Yuxi Wang, Junran Peng, Zhaoxiang Zhang*101 citations*
444. **[C2N: Practical Generative Noise Modeling for Real-World Denoising ↗](https://doi.org/10.1109/iccv48922.2021.00235)**Geonwoon Jang, Wooseok Lee, Sanghyun Son et al.*100 citations*
445. **[CAPTRA: CAtegory-level Pose Tracking for Rigid and Articulated Objects from Point Clouds ↗](https://doi.org/10.1109/iccv48922.2021.01296)**Yijia Weng, He Wang, Qiang Zhou et al.*100 citations*
446. **[Dynamic Attentive Graph Learning for Image Restoration ↗](https://doi.org/10.1109/iccv48922.2021.00429)**Chong Mou, Jian Zhang, Zhuoyuan Wu*100 citations*
447. **[On Feature Decorrelation in Self-Supervised Learning ↗](https://doi.org/10.1109/iccv48922.2021.00946)**Tianyu Hua, Wenxiao Wang, Zihui Xue et al.*100 citations*
448. **[Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstacles in Urban-Scene Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.01514)**Sanghun Jung, Jungsoo Lee, Daehoon Gwak et al.*100 citations*
449. **[DeepGaze IIE: Calibrated prediction in and out-of-domain for state-of-the-art saliency modeling ↗](https://doi.org/10.1109/iccv48922.2021.01268)**Akis Linardos, Matthias Kümmerer, Ori Press et al.*99 citations*
450. **[Graph-based Asynchronous Event Processing for Rapid Object Recognition ↗](https://doi.org/10.1109/iccv48922.2021.00097)**Yijin Li, Han Qing Zhou, Bangbang Yang et al.*99 citations*
451. **[MFNet: Multi-filter Directive Network for Weakly Supervised Salient Object Detection ↗](https://doi.org/10.1109/iccv48922.2021.00410)**Yongri Piao, Jian Wang, Miao Zhang et al.*99 citations*
452. **[Semantic Concentration for Domain Adaptation ↗](https://doi.org/10.1109/iccv48922.2021.00897)**Shuang Li, Mixue Xie, Fangrui Lv et al.*99 citations*
453. **[Deep Blind Video Super-resolution ↗](https://doi.org/10.1109/iccv48922.2021.00477)**Jinshan Pan, Haoran Bai, Jiangxin Dong et al.*98 citations*
454. **[Learning of Visual Relations: The Devil is in the Tails ↗](https://doi.org/10.1109/iccv48922.2021.01512)**Alakh Desai, Tz-Ying Wu, Subarna Tripathi et al.*98 citations*
455. **[Paint Transformer: Feed Forward Neural Painting with Stroke Prediction ↗](https://doi.org/10.1109/iccv48922.2021.00653)**Songhua Liu, Tianwei Lin, Dongliang He et al.*98 citations*
456. **[Progressive Correspondence Pruning by Consensus Learning ↗](https://doi.org/10.1109/iccv48922.2021.00640)**Chen Zhao, Yixiao Ge, Feng Zhu et al.*98 citations*
457. **[Self Supervision to Distillation for Long-Tailed Visual Recognition ↗](https://doi.org/10.1109/iccv48922.2021.00067)**Tianhao Li, Limin Wang, Gangshan Wu*98 citations*
458. **[Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples ↗](https://doi.org/10.1109/iccv48922.2021.00833)**Mahmoud Assran, Mathilde Caron, Ishan Misra et al.*98 citations*
459. **[CANet: A Context-Aware Network for Shadow Removal ↗](https://doi.org/10.1109/iccv48922.2021.00470)**Zipei Chen, Chengjiang Long, Ling Zhang et al.*97 citations*
460. **[How to Train Neural Networks for Flare Removal ↗](https://doi.org/10.1109/iccv48922.2021.00224)**Yicheng Wu, Qiurui He, Tianfan Xue et al.*97 citations*
461. **[Interacting Two-Hand 3D Pose and Shape Reconstruction from Single Color Image ↗](https://doi.org/10.1109/iccv48922.2021.01116)**Baowen Zhang, Yangang Wang, Xiaoming Deng et al.*97 citations*
462. **[Mixture-based Feature Space Learning for Few-shot Image Classification ↗](https://doi.org/10.1109/iccv48922.2021.00891)**Arman Afrasiyabi, Jean‐François Lalonde, Christian Gagné*97 citations*
463. **[Preservational Learning Improves Self-supervised Medical Image Models by Reconstructing Diverse Contexts ↗](https://doi.org/10.1109/iccv48922.2021.00348)**Hong-Yu Zhou, Chixiang Lu, Sibei Yang et al.*97 citations*
464. **[Revisiting Adversarial Robustness Distillation: Robust Soft Labels Make Student Better ↗](https://doi.org/10.1109/iccv48922.2021.01613)**Bojia Zi, Shihao Zhao, Xingjun Ma et al.*97 citations*
465. **[imGHUM: Implicit Generative Models of 3D Human Shape and Articulated Pose ↗](https://doi.org/10.1109/iccv48922.2021.00541)**Thiemo Alldieck, Hongyi Xu, Cristian Sminchisescu*97 citations*
466. **[Greedy Gradient Ensemble for Robust Visual Question Answering ↗](https://doi.org/10.1109/iccv48922.2021.00161)**Xinzhe Han, Shuhui Wang, Chi Su et al.*96 citations*
467. **[Instance-level Image Retrieval using Reranking Transformers ↗](https://doi.org/10.1109/iccv48922.2021.01189)**Fuwen Tan, Jiangbo Yuan, Vicente Ordóñez*96 citations*
468. **[Multi-View Radar Semantic Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.01538)**Arthur Ouaknine, Alasdair Newson, Patrick Pérez et al.*96 citations*
469. **[Neural-GIF: Neural Generalized Implicit Functions for Animating People in Clothing ↗](https://doi.org/10.1109/iccv48922.2021.01150)**Garvita Tiwari, Nikolaos Sarafianos, Tony Tung et al.*96 citations*
470. **[TransForensics: Image Forgery Localization with Dense Self-Attention ↗](https://doi.org/10.1109/iccv48922.2021.01478)**Jing Hao, Zhixin Zhang, Shicai Yang et al.*96 citations*
471. **[Distributional Robustness Loss for Long-tail Learning ↗](https://doi.org/10.1109/iccv48922.2021.00936)**Dvir Samuel, Gal Chechik*95 citations*
472. **[From General to Specific: Informative Scene Graph Generation via Balance Adjustment ↗](https://doi.org/10.1109/iccv48922.2021.01607)**Yuyu Guo, Lianli Gao, Xuanhan Wang et al.*95 citations*
473. **[N-ImageNet: Towards Robust, Fine-Grained Object Recognition with Event Cameras ↗](https://doi.org/10.1109/iccv48922.2021.00215)**JunHo Kim, Jaehyeok Bae, Gangin Park et al.*95 citations*
474. **[The Power of Points for Modeling Humans in Clothing ↗](https://doi.org/10.1109/iccv48922.2021.01079)**Qianli Ma, Jinlong Yang, Siyu Tang et al.*95 citations*
475. **[Unidentified Video Objects: A Benchmark for Dense, Open-World Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.01060)**Wei‐Yao Wang, Matt Feiszli, Heng Wang et al.*95 citations*
476. **[Universal Representation Learning from Multiple Domains for Few-shot Classification ↗](https://doi.org/10.1109/iccv48922.2021.00939)**Weihong Li, Xialei Liu, Hakan Bilen*95 citations*
477. **[Visual Transformers: Where Do Transformers Really Belong in Vision Models? ↗](https://doi.org/10.1109/iccv48922.2021.00064)**Bichen Wu, Chenfeng Xu, Xiaoliang Dai et al.*95 citations*
478. **[Estimating and Exploiting the Aleatoric Uncertainty in Surface Normal Estimation ↗](https://doi.org/10.1109/iccv48922.2021.01289)**Gwangbin Bae, Ignas Budvytis, Roberto Cipolla*94 citations*
479. **[Foreground-Action Consistency Network for Weakly Supervised Temporal Action Localization ↗](https://doi.org/10.1109/iccv48922.2021.00790)**Linjiang Huang, Liang Wang, Hongsheng Li*94 citations*
480. **[Representative Color Transform for Image Enhancement ↗](https://doi.org/10.1109/iccv48922.2021.00442)**Hanul Kim, Sumin Choi, Chang‐Su Kim et al.*94 citations*
481. **[Crossover Learning for Fast Online Video Instance Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00794)**Shusheng Yang, Yuxin Fang, Xinggang Wang et al.*93 citations*
482. **[DepthTrack: Unveiling the Power of RGBD Tracking ↗](https://doi.org/10.1109/iccv48922.2021.01055)**Song Yan, Jinyu Yang, Jani Käpylä et al.*93 citations*
483. **[MicroNet: Improving Image Recognition with Extremely Low FLOPs ↗](https://doi.org/10.1109/iccv48922.2021.00052)**Yunsheng Li, Yinpeng Chen, Xiyang Dai et al.*93 citations*
484. **[Unsupervised Depth Completion with Calibrated Backprojection Layers ↗](https://doi.org/10.1109/iccv48922.2021.01251)**Alex Wong, Stefano Soatto*93 citations*
485. **[Encoder-decoder with Multi-level Attention for 3D Human Shape and Pose Estimation ↗](https://doi.org/10.1109/iccv48922.2021.01279)**Ziniu Wan, Zhengjia Li, Maoqing Tian et al.*92 citations*
486. **[GLiT: Neural Architecture Search for Global and Local Image Transformer ↗](https://doi.org/10.1109/iccv48922.2021.00008)**Boyu Chen, Peixia Li, Chuming Li et al.*92 citations*
487. **[Knowledge-Enriched Distributional Model Inversion Attacks ↗](https://doi.org/10.1109/iccv48922.2021.01587)**Si Chen, Mostafa Kahla, Ruoxi Jia et al.*92 citations*
488. **[Transformer-based Dual Relation Graph for Multi-label Image Recognition ↗](https://doi.org/10.1109/iccv48922.2021.00023)**Jiawei Zhao, Ke Yan, Yifan Zhao et al.*92 citations*
489. **[4DComplete: Non-Rigid Motion Estimation Beyond the Observable Surface ↗](https://doi.org/10.1109/iccv48922.2021.01247)**Yang Li, Hikari Takehara, Takafumi Taketomi et al.*91 citations*
490. **[Elaborative Rehearsal for Zero-shot Action Recognition ↗](https://doi.org/10.1109/iccv48922.2021.01338)**Shizhe Chen, Dong Huang*91 citations*
491. **[Learning Fast Sample Re-weighting Without Reward Data ↗](https://doi.org/10.1109/iccv48922.2021.00076)**Zizhao Zhang, Tomas Pfister*91 citations*
492. **[Learning Motion Priors for 4D Human Body Capture in 3D Scenes ↗](https://doi.org/10.1109/iccv48922.2021.01115)**Siwei Zhang, Yan Zhang, Federica Bogo et al.*91 citations*
493. **[Multi-Instance Pose Networks: Rethinking Top-Down Pose Estimation ↗](https://doi.org/10.1109/iccv48922.2021.00311)**Rawal Khirodkar, Visesh Chari, Amit Agrawal et al.*91 citations*
494. **[OpenForensics: Large-Scale Challenging Dataset For Multi-Face Forgery Detection And Segmentation In-The-Wild ↗](https://doi.org/10.1109/iccv48922.2021.00996)**Trung-Nghia Le, Huy H. Nguyen, Junichi Yamagishi et al.*91 citations*
495. **[Handwriting Transformers ↗](https://doi.org/10.1109/iccv48922.2021.00112)**Ankan Kumar Bhunia, Salman Hameed Khan, Hisham Cholakkal et al.*90 citations*
496. **[Mining Contextual Information Beyond Image for Semantic Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00714)**Zhenchao Jin, Tao Gong, Dongdong Yu et al.*90 citations*
497. **[Bifold and Semantic Reasoning for Pedestrian Behavior Prediction ↗](https://doi.org/10.1109/iccv48922.2021.01531)**Amir Rasouli, Mohsen Rohani, Jun Luo*89 citations*
498. **[Broaden Your Views for Self-Supervised Video Learning ↗](https://doi.org/10.1109/iccv48922.2021.00129)**Adrià Recasens, Pauline Luc, Jean-Baptiste Alayrac et al.*89 citations*
499. **[GANcraft: Unsupervised 3D Neural Rendering of Minecraft Worlds ↗](https://doi.org/10.1109/iccv48922.2021.01381)**Zekun Hao, Arun Mallya, Serge Belongie et al.*89 citations*
500. **[Learning to Know Where to See: A Visibility-Aware Approach for Occluded Person Re-identification ↗](https://doi.org/10.1109/iccv48922.2021.01167)**Jinrui Yang, Jiawei Zhang, Fufu Yu et al.*89 citations*

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