---
title: "ICCV 2021 — all accepted papers, page 4 — the most cited first"
description: "All 1,615 papers of ICCV 2021 · page 4 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 4 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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301. **[Seeing Dynamic Scene in the Dark: A High-Quality Video Dataset with Mechatronic Alignment ↗](https://doi.org/10.1109/iccv48922.2021.00956)**Ruixing Wang, Xiaogang Xu, Chi‐Wing Fu et al.*141 citations*
302. **[CR-Fill: Generative Image Inpainting with Auxiliary Contextual Reconstruction ↗](https://doi.org/10.1109/iccv48922.2021.01390)**Yu Zeng, Zhe Lin, Huchuan Lu et al.*140 citations*
303. **[Graph Contrastive Clustering ↗](https://doi.org/10.1109/iccv48922.2021.00909)**Huasong Zhong, Jianlong Wu, Chong Chen et al.*140 citations*
304. **[Spatially-Adaptive Image Restoration using Distortion-Guided Networks ↗](https://doi.org/10.1109/iccv48922.2021.00231)**Kuldeep Purohit, Maitreya Suin, Ambasamudram Narayanan Rajagopalan et al.*140 citations*
305. **[SynFace: Face Recognition with Synthetic Data ↗](https://doi.org/10.1109/iccv48922.2021.01070)**Haibo Qiu, Baosheng Yu, Dihong Gong et al.*140 citations*
306. **[Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings ↗](https://doi.org/10.1109/iccv48922.2021.00839)**Viraj Prabhu, Arjun Chandrasekaran, Kate Saenko et al.*139 citations*
307. **[KoDF: A Large-scale Korean DeepFake Detection Dataset ↗](https://doi.org/10.1109/iccv48922.2021.01057)**Patrick Kwon, Jaeseong You, Gyuhyeon Nam et al.*139 citations*
308. **[Probabilistic Monocular 3D Human Pose Estimation with Normalizing Flows ↗](https://doi.org/10.1109/iccv48922.2021.01101)**Tom Wehrbein, Marco Rudolph, Bodo Rosenhahn et al.*139 citations*
309. **[Semantics Disentangling for Generalized Zero-Shot Learning ↗](https://doi.org/10.1109/iccv48922.2021.00859)**Zhi Chen, Yadan Luo, Ruihong Qiu et al.*139 citations*
310. **[Adaptive Boundary Proposal Network for Arbitrary Shape Text Detection ↗](https://doi.org/10.1109/iccv48922.2021.00134)**Shi-Xue Zhang, Xiaobin Zhu, Chun Hung Yang et al.*138 citations*
311. **[Multi-VAE: Learning Disentangled View-common and View-peculiar Visual Representations for Multi-view Clustering ↗](https://doi.org/10.1109/iccv48922.2021.00910)**Jie Xu, Yazhou Ren, Huayi Tang et al.*138 citations*
312. **[TeachText: CrossModal Generalized Distillation for Text-Video Retrieval ↗](https://doi.org/10.1109/iccv48922.2021.01138)**Ioana Croitoru, Simion-Vlad Bogolin, Marius Leordeanu et al.*138 citations*
313. **[Towards Flexible Blind JPEG Artifacts Removal ↗](https://doi.org/10.1109/iccv48922.2021.00495)**Jiaxi Jiang, Kai Zhang, Radu Timofte*138 citations*
314. **[Vector-Decomposed Disentanglement for Domain-Invariant Object Detection ↗](https://doi.org/10.1109/iccv48922.2021.00921)**Aming Wu, Rui Liu, Yahong Han et al.*138 citations*
315. **[ACE: Ally Complementary Experts for Solving Long-Tailed Recognition in One-Shot ↗](https://doi.org/10.1109/iccv48922.2021.00018)**Jiarui Cai, Yizhou Wang, Jenq–Neng Hwang*137 citations*
316. **[Airbert: In-domain Pretraining for Vision-and-Language Navigation ↗](https://doi.org/10.1109/iccv48922.2021.00166)**Pierre-Louis Guhur, Makarand Tapaswi, Shizhe Chen et al.*137 citations*
317. **[Context Decoupling Augmentation for Weakly Supervised Semantic Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00692)**Yukun Su, Ruizhou Sun, Guosheng Lin et al.*137 citations*
318. **[CrossCLR: Cross-modal Contrastive Learning For Multi-modal Video Representations ↗](https://doi.org/10.1109/iccv48922.2021.00148)**Mohammadreza Zolfaghari, Yi Zhu, Peter Gehler et al.*137 citations*
319. **[Densely Guided Knowledge Distillation using Multiple Teacher Assistants ↗](https://doi.org/10.1109/iccv48922.2021.00926)**Wonchul Son, Jaemin Na, Junyong Choi et al.*137 citations*
320. **[FACIAL: Synthesizing Dynamic Talking Face with Implicit Attribute Learning ↗](https://doi.org/10.1109/iccv48922.2021.00384)**Chenxu Zhang, Yifan Zhao, Yifei Huang et al.*137 citations*
321. **[Scalable Vision Transformers with Hierarchical Pooling ↗](https://doi.org/10.1109/iccv48922.2021.00043)**Zizheng Pan, Bohan Zhuang, Jing Liu et al.*137 citations*
322. **[Guided Point Contrastive Learning for Semi-supervised Point Cloud Semantic Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00636)**Li Jiang, Shaoshuai Shi, Zhuotao Tian et al.*136 citations*
323. **[RECALL: Replay-based Continual Learning in Semantic Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00694)**Andrea Maracani, Umberto Michieli, Marco Toldo et al.*136 citations*
324. **[HRegNet: A Hierarchical Network for Large-scale Outdoor LiDAR Point Cloud Registration ↗](https://doi.org/10.1109/iccv48922.2021.01571)**Fan Lü, Guang Chen, Yinlong Liu et al.*135 citations*
325. **[LayoutTransformer: Layout Generation and Completion with Self-attention ↗](https://doi.org/10.1109/iccv48922.2021.00104)**Kamal Gupta, Justin Lazarow, Alessandro Achille et al.*135 citations*
326. **[Learning Meta-class Memory for Few-Shot Semantic Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00056)**Zhonghua Wu, Xiangxi Shi, Guosheng Lin et al.*135 citations*
327. **[SignBERT: Pre-Training of Hand-Model-Aware Representation for Sign Language Recognition ↗](https://doi.org/10.1109/iccv48922.2021.01090)**Hezhen Hu, Weichao Zhao, Wengang Zhou et al.*135 citations*
328. **[Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation ↗](https://doi.org/10.1109/iccv48922.2021.00840)**Qin Wang, Dengxin Dai, Lukas Hoyer et al.*134 citations*
329. **[Enriching Local and Global Contexts for Temporal Action Localization ↗](https://doi.org/10.1109/iccv48922.2021.01326)**Zixin Zhu, Wei Tang, Le Wang et al.*134 citations*
330. **[SPEC: Seeing People in the Wild with an Estimated Camera ↗](https://doi.org/10.1109/iccv48922.2021.01085)**Muhammed Kocabas, Chun-Hao P. Huang, Joachim Tesch et al.*134 citations*
331. **[Variable-Rate Deep Image Compression through Spatially-Adaptive Feature Transform ↗](https://doi.org/10.1109/iccv48922.2021.00238)**Myungseo Song, Jin‐Young Choi, Bohyung Han*134 citations*
332. **[Region-aware Contrastive Learning for Semantic Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.01598)**Hanzhe Hu, Jinshi Cui, Liwei Wang*133 citations*
333. **[Weakly Supervised Contrastive Learning ↗](https://doi.org/10.1109/iccv48922.2021.00989)**Mingkai Zheng, Fei Wang, Shan You et al.*133 citations*
334. **[MG-GAN: A Multi-Generator Model Preventing Out-of-Distribution Samples in Pedestrian Trajectory Prediction ↗](https://doi.org/10.1109/iccv48922.2021.01291)**Patrick Dendorfer, Sven Elflein, Laura Leal-Taixé*132 citations*
335. **[Event-based Video Reconstruction Using Transformer ↗](https://doi.org/10.1109/iccv48922.2021.00256)**Wenming Weng, Yueyi Zhang, Zhiwei Xiong*131 citations*
336. **[Full-Duplex Strategy for Video Object Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00488)**Ge-Peng Ji, Keren Fu, Zhe Wu et al.*131 citations*
337. **[RGB-D Saliency Detection via Cascaded Mutual Information Minimization ↗](https://doi.org/10.1109/iccv48922.2021.00430)**Jing Zhang, Deng-Ping Fan, Yuchao Dai et al.*131 citations*
338. **[Self-supervised Video Object Segmentation by Motion Grouping ↗](https://doi.org/10.1109/iccv48922.2021.00709)**Charig Yang, Hala Lamdouar, Erika Lu et al.*131 citations*
339. **[Spatially Conditioned Graphs for Detecting Human–Object Interactions ↗](https://doi.org/10.1109/iccv48922.2021.01307)**Frederic Z. Zhang, Dylan Campbell, Stephen Gould*131 citations*
340. **[Where2Act: From Pixels to Actions for Articulated 3D Objects ↗](https://doi.org/10.1109/iccv48922.2021.00674)**Kaichun Mo, Leonidas J. Guibas, Mustafa Mukadam et al.*131 citations*
341. **[Exploring Inter-Channel Correlation for Diversity-preserved Knowledge Distillation ↗](https://doi.org/10.1109/iccv48922.2021.00816)**Li Liu, Qingle Huang, Sihao Lin et al.*130 citations*
342. **[Audio2Gestures: Generating Diverse Gestures from Speech Audio with Conditional Variational Autoencoders ↗](https://doi.org/10.1109/iccv48922.2021.01110)**Jing Li, Di Kang, Wenjie Pei et al.*129 citations*
343. **[Fine-grained Semantics-aware Representation Enhancement for Self-supervised Monocular Depth Estimation ↗](https://doi.org/10.1109/iccv48922.2021.01241)**Hyunyoung Jung, Eunhyeok Park, Sungjoo Yoo*129 citations*
344. **[Clothing Status Awareness for Long-Term Person Re-Identification ↗](https://doi.org/10.1109/iccv48922.2021.01168)**Yan Huang, Qiang Wu, Jingsong Xu et al.*128 citations*
345. **[Efficient Visual Pretraining with Contrastive Detection ↗](https://doi.org/10.1109/iccv48922.2021.00993)**Olivier J. Hénaff, Skanda Koppula, Jean-Baptiste Alayrac et al.*128 citations*
346. **[Episodic Transformer for Vision-and-Language Navigation ↗](https://doi.org/10.1109/iccv48922.2021.01564)**Alexander Pashevich, Cordelia Schmid, Chen Sun*128 citations*
347. **[Active Learning for Deep Object Detection via Probabilistic Modeling ↗](https://doi.org/10.1109/iccv48922.2021.01010)**Jiwoong Choi, Ismail Elezi, Hyuk‐Jae Lee et al.*127 citations*
348. **[AdvDrop: Adversarial Attack to DNNs by Dropping Information ↗](https://doi.org/10.1109/iccv48922.2021.00741)**Ranjie Duan, Yuefeng Chen, Dantong Niu et al.*127 citations*
349. **[Ensemble Attention Distillation for Privacy-Preserving Federated Learning ↗](https://doi.org/10.1109/iccv48922.2021.01480)**Xuan Gong, Abhishek Sharma, Srikrishna Karanam et al.*127 citations*
350. **[FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00344)**Yuhang Zang, Chen Huang, Chen Change Loy*127 citations*
351. **[One-pass Multi-view Clustering for Large-scale Data ↗](https://doi.org/10.1109/iccv48922.2021.01212)**Jiyuan Liu, Xinwang Liu, Yuexiang Yang et al.*127 citations*
352. **[DAE-GAN: Dynamic Aspect-aware GAN for Text-to-Image Synthesis ↗](https://doi.org/10.1109/iccv48922.2021.01370)**Shulan Ruan, Yong Zhang, Kun Zhang et al.*126 citations*
353. **[GAN-Control: Explicitly Controllable GANs ↗](https://doi.org/10.1109/iccv48922.2021.01382)**Alon Shoshan, Nadav Bhonker, Igor Kviatkovsky et al.*126 citations*
354. **[Object Tracking by Jointly Exploiting Frame and Event Domain ↗](https://doi.org/10.1109/iccv48922.2021.01280)**Jiqing Zhang, Xin She Yang, Ying‐Kai Fu et al.*126 citations*
355. **[Towards Real-World Prohibited Item Detection: A Large-Scale X-ray Benchmark ↗](https://doi.org/10.1109/iccv48922.2021.00536)**Boying Wang, Libo Zhang, Longyin Wen et al.*126 citations*
356. **[ECS-Net: Improving Weakly Supervised Semantic Segmentation by Using Connections Between Class Activation Maps ↗](https://doi.org/10.1109/iccv48922.2021.00719)**Kunyang Sun, Haoqing Shi, Zhengming J. Zhang et al.*125 citations*
357. **[PnP-DETR: Towards Efficient Visual Analysis with Transformers ↗](https://doi.org/10.1109/iccv48922.2021.00462)**Tao Wang, Li Yuan, Yunpeng Chen et al.*125 citations*
358. **[Fast Video Moment Retrieval ↗](https://doi.org/10.1109/iccv48922.2021.00155)**Junyu Gao, Changsheng Xu*124 citations*
359. **[Instance Segmentation in 3D Scenes using Semantic Superpoint Tree Networks ↗](https://doi.org/10.1109/iccv48922.2021.00278)**Zhihao Liang, Zhihao Li, Songcen Xu et al.*124 citations*
360. **[MOTSynth: How Can Synthetic Data Help Pedestrian Detection and Tracking? ↗](https://doi.org/10.1109/iccv48922.2021.01067)**Matteo Fabbri, Guillem Brasó, Gianluca Maugeri et al.*124 citations*
361. **[Single Image Defocus Deblurring Using Kernel-Sharing Parallel Atrous Convolutions ↗](https://doi.org/10.1109/iccv48922.2021.00264)**Hyeongseok Son, Junyong Lee, Sunghyun Cho et al.*123 citations*
362. **[Spatio-Temporal Dynamic Inference Network for Group Activity Recognition ↗](https://doi.org/10.1109/iccv48922.2021.00738)**Hangjie Yuan, Dong Ni, Mang Wang*122 citations*
363. **[StyleFormer: Real-time Arbitrary Style Transfer via Parametric Style Composition ↗](https://doi.org/10.1109/iccv48922.2021.01435)**WU Xiao-lei, Zhihao Hu, Lu Sheng et al.*122 citations*
364. **[Vision Transformer with Progressive Sampling ↗](https://doi.org/10.1109/iccv48922.2021.00044)**Xiaoyu Yue, Shuyang Sun, Zhanghui Kuang et al.*122 citations*
365. **[Hierarchical Memory Matching Network for Video Object Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.01265)**Hongje Seong, Seoung Wug Oh, Joon‐Young Lee et al.*121 citations*
366. **[LookOut: Diverse Multi-Future Prediction and Planning for Self-Driving ↗](https://doi.org/10.1109/iccv48922.2021.01580)**Alexander Cui, Sergio Casas, Abbas Sadat et al.*121 citations*
367. **[Learnable Boundary Guided Adversarial Training ↗](https://doi.org/10.1109/iccv48922.2021.01543)**Jiequan Cui, Shu Liu, Liwei Wang et al.*120 citations*
368. **[Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-Resolution ↗](https://doi.org/10.1109/iccv48922.2021.00406)**Jingyun Liang, Guolei Sun, Kai Zhang et al.*120 citations*
369. **[Towards Vivid and Diverse Image Colorization with Generative Color Prior ↗](https://doi.org/10.1109/iccv48922.2021.01411)**Yanze Wu, Xintao Wang, Yu Li et al.*120 citations*
370. **[Universal-Prototype Enhancing for Few-Shot Object Detection ↗](https://doi.org/10.1109/iccv48922.2021.00943)**Aming Wu, Yahong Han, Linchao Zhu et al.*120 citations*
371. **[Box-Aware Feature Enhancement for Single Object Tracking on Point Clouds ↗](https://doi.org/10.1109/iccv48922.2021.01295)**Chaoda Zheng, Xu Yan, Jiantao Gao et al.*119 citations*
372. **[WaveFill: A Wavelet-based Generation Network for Image Inpainting ↗](https://doi.org/10.1109/iccv48922.2021.01385)**Yingchen Yu, Fangneng Zhan, Shijian Lu et al.*119 citations*
373. **[Amplitude-Phase Recombination: Rethinking Robustness of Convolutional Neural Networks in Frequency Domain ↗](https://doi.org/10.1109/iccv48922.2021.00051)**Guangyao Chen, Peixi Peng, Li Ma et al.*118 citations*
374. **[Dynamic Context-Sensitive Filtering Network for Video Salient Object Detection ↗](https://doi.org/10.1109/iccv48922.2021.00158)**Miao Zhang, Jie Liu, Yifei Wang et al.*118 citations*
375. **[Self-supervised Neural Networks for Spectral Snapshot Compressive Imaging ↗](https://doi.org/10.1109/iccv48922.2021.00262)**Ziyi Meng, Zhenming Yu, Kun Xu et al.*118 citations*
376. **[Towards Face Encryption by Generating Adversarial Identity Masks ↗](https://doi.org/10.1109/iccv48922.2021.00387)**Xiao Hui Yang, Yinpeng Dong, Tianyu Pang et al.*118 citations*
377. **[Auxiliary Tasks and Exploration Enable ObjectGoal Navigation ↗](https://doi.org/10.1109/iccv48922.2021.01581)**Joel Ye, Dhruv Batra, Abhishek Das et al.*117 citations*
378. **[HeadGAN: One-shot Neural Head Synthesis and Editing ↗](https://doi.org/10.1109/iccv48922.2021.01413)**Michail Christos Doukas, Stefanos P. Zafeiriou, Viktoriia Sharmanska*117 citations*
379. **[TRAR: Routing the Attention Spans in Transformer for Visual Question Answering ↗](https://doi.org/10.1109/iccv48922.2021.00208)**Yiyi Zhou, Tianhe Ren, Chaoyang Zhu et al.*117 citations*
380. **[STAR: A Structure-aware Lightweight Transformer for Real-time Image Enhancement ↗](https://doi.org/10.1109/iccv48922.2021.00407)**Zhaoyang Zhang, Yitong Jiang, Jun Jiang et al.*116 citations*
381. **[Dynamic High-Pass Filtering and Multi-Spectral Attention for Image Super-Resolution ↗](https://doi.org/10.1109/iccv48922.2021.00425)**Salma Abdel Magid, Yulun Zhang, Donglai Wei et al.*115 citations*
382. **[InstanceRefer: Cooperative Holistic Understanding for Visual Grounding on Point Clouds through Instance Multi-level Contextual Referring ↗](https://doi.org/10.1109/iccv48922.2021.00181)**Zhihao Yuan, Xu Yan, Yinghong Liao et al.*115 citations*
383. **[Social NCE: Contrastive Learning of Socially-aware Motion Representations ↗](https://doi.org/10.1109/iccv48922.2021.01484)**Yuejiang Liu, Qi Yan, Alexandre Alahi*115 citations*
384. **[Talk-to-Edit: Fine-Grained Facial Editing via Dialog ↗](https://doi.org/10.1109/iccv48922.2021.01354)**Yuming Jiang, Ziqi Huang, Xingang Pan et al.*115 citations*
385. **[Understanding and Mitigating Annotation Bias in Facial Expression Recognition ↗](https://doi.org/10.1109/iccv48922.2021.01471)**Yunliang Chen, Jungseock Joo*115 citations*
386. **[Deep Hough Voting for Robust Global Registration ↗](https://doi.org/10.1109/iccv48922.2021.01569)**Jun-Ha Lee, Seungwook Kim, Minsu Cho et al.*114 citations*
387. **[Exploring Simple 3D Multi-Object Tracking for Autonomous Driving ↗](https://doi.org/10.1109/iccv48922.2021.01032)**Chenxu Luo, Xiaodong Yang, Alan Yuille*114 citations*
388. **[LIGA-Stereo: Learning LiDAR Geometry Aware Representations for Stereo-based 3D Detector ↗](https://doi.org/10.1109/iccv48922.2021.00314)**Xiaoyang Guo, Shaoshuai Shi, Xiaogang Wang et al.*114 citations*
389. **[Learning from Noisy Data with Robust Representation Learning ↗](https://doi.org/10.1109/iccv48922.2021.00935)**Junnan Li, Caiming Xiong, Steven C. H. Hoi*114 citations*
390. **[Online Knowledge Distillation for Efficient Pose Estimation ↗](https://doi.org/10.1109/iccv48922.2021.01153)**Zheng Li, Jingwen Ye, Mingli Song et al.*114 citations*
391. **[Pyramid Spatial-Temporal Aggregation for Video-based Person Re-Identification ↗](https://doi.org/10.1109/iccv48922.2021.01181)**Yingquan Wang, Pingping Zhang, Shang Gao et al.*114 citations*
392. **[Rethinking the Truly Unsupervised Image-to-Image Translation ↗](https://doi.org/10.1109/iccv48922.2021.01389)**Kyungjune Baek, Yunjey Choi, Youngjung Uh et al.*114 citations*
393. **[SENTRY: Selective Entropy Optimization via Committee Consistency for Unsupervised Domain Adaptation ↗](https://doi.org/10.1109/iccv48922.2021.00844)**Viraj Prabhu, Shivam Khare, Deeksha Kartik et al.*114 citations*
394. **[Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning ↗](https://doi.org/10.1109/iccv48922.2021.01317)**Siyuan Yang, Jun Liu, Shijian Lu et al.*114 citations*
395. **[Structured Bird’s-Eye-View Traffic Scene Understanding from Onboard Images ↗](https://doi.org/10.1109/iccv48922.2021.01537)**Yiğit Baran Can, Alexander Liniger, Danda Pani Paudel et al.*114 citations*
396. **[DRB-GAN: A Dynamic ResBlock Generative Adversarial Network for Artistic Style Transfer ↗](https://doi.org/10.1109/iccv48922.2021.00632)**Wenju Xu, Chengjiang Long, Ruisheng Wang et al.*113 citations*
397. **[Multi-view 3D Reconstruction with Transformers ↗](https://doi.org/10.1109/iccv48922.2021.00567)**Dan Wang, Xinrui Cui, Xun Chen et al.*113 citations*
398. **[Adaptive Unfolding Total Variation Network for Low-Light Image Enhancement ↗](https://doi.org/10.1109/iccv48922.2021.00440)**Chuanjun Zheng, Daming Shi, Wentian Shi*112 citations*
399. **[DeepMultiCap: Performance Capture of Multiple Characters Using Sparse Multiview Cameras ↗](https://doi.org/10.1109/iccv48922.2021.00618)**Yang Zheng, Ruizhi Shao, Yuxiang Zhang et al.*112 citations*
400. **[DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision ↗](https://doi.org/10.1109/iccv48922.2021.00339)**Shiyi Lan, Zhiding Yu, Christopher Choy et al.*112 citations*

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