---
title: "ICCV 2021 — all accepted papers, page 3 — the most cited first"
description: "All 1,615 papers of ICCV 2021 · page 3 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 3 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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201. **[ARCH++: Animation-Ready Clothed Human Reconstruction Revisited ↗](https://doi.org/10.1109/iccv48922.2021.01086)**Tong He, Yuanlu Xu, Shunsuke Saito et al.*195 citations*
202. **[Space-Time-Separable Graph Convolutional Network for Pose Forecasting ↗](https://doi.org/10.1109/iccv48922.2021.01102)**Theodoros Sofianos, Alessio Sampieri, Luca Franco et al.*195 citations*
203. **[AA-RMVSNet: Adaptive Aggregation Recurrent Multi-view Stereo Network ↗](https://doi.org/10.1109/iccv48922.2021.00613)**Zizhuang Wei, Qingtian Zhu, Min Chen et al.*194 citations*
204. **[Continual Prototype Evolution: Learning Online from Non-Stationary Data Streams ↗](https://doi.org/10.1109/iccv48922.2021.00814)**Matthias De Lange, Tinne Tuytelaars*194 citations*
205. **[Editing Conditional Radiance Fields ↗](https://doi.org/10.1109/iccv48922.2021.00572)**Steven Liu, Xiuming Zhang, Zhoutong Zhang et al.*193 citations*
206. **[Spatio-temporal Self-Supervised Representation Learning for 3D Point Clouds ↗](https://doi.org/10.1109/iccv48922.2021.00647)**Siyuan Huang, Yichen Xie, Song Chun Zhu et al.*193 citations*
207. **[Influence-Balanced Loss for Imbalanced Visual Classification ↗](https://doi.org/10.1109/iccv48922.2021.00077)**Seulki Park, Jongin Lim, Younghan Jeon et al.*192 citations*
208. **[Modulated Graph Convolutional Network for 3D Human Pose Estimation ↗](https://doi.org/10.1109/iccv48922.2021.01128)**Zhiming Zou, Wei Tang*192 citations*
209. **[Divide-and-Assemble: Learning Block-wise Memory for Unsupervised Anomaly Detection ↗](https://doi.org/10.1109/iccv48922.2021.00867)**Jinlei Hou, Yingying Zhang, Qiaoyong Zhong et al.*191 citations*
210. **[Context-Sensitive Temporal Feature Learning for Gait Recognition ↗](https://doi.org/10.1109/iccv48922.2021.01267)**Xiaohu Huang, Duowang Zhu, Hao Wang et al.*190 citations*
211. **[Relaxed Transformer Decoders for Direct Action Proposal Generation ↗](https://doi.org/10.1109/iccv48922.2021.01327)**Jing Tan, Jiaqi Tang, Limin Wang et al.*189 citations*
212. **[Z-Score Normalization, Hubness, and Few-Shot Learning ↗](https://doi.org/10.1109/iccv48922.2021.00021)**Nanyi Fei, Yizhao Gao, Zhiwu Lu et al.*189 citations*
213. **[A Unified Objective for Novel Class Discovery ↗](https://doi.org/10.1109/iccv48922.2021.00915)**Enrico Fini, Enver Sangineto, Stéphane Lathuilière et al.*188 citations*
214. **[Multitask AET with Orthogonal Tangent Regularity for Dark Object Detection ↗](https://doi.org/10.1109/iccv48922.2021.00255)**Ziteng Cui, Guo-Jun Qi, Lin Gu et al.*188 citations*
215. **[ShapeConv: Shape-aware Convolutional Layer for Indoor RGB-D Semantic Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00700)**Jinming Cao, Hanchao Leng, Dani Lischinski et al.*188 citations*
216. **[Artificial Fingerprinting for Generative Models: Rooting Deepfake Attribution in Training Data ↗](https://doi.org/10.1109/iccv48922.2021.01418)**Ning Yu, Vladislav Skripniuk, Sahar Abdelnabi et al.*187 citations*
217. **[Pyramid R-CNN: Towards Better Performance and Adaptability for 3D Object Detection ↗](https://doi.org/10.1109/iccv48922.2021.00272)**Jiageng Mao, Minzhe Niu, Haoyue Bai et al.*187 citations*
218. **[Adaptive Graph Convolution for Point Cloud Analysis ↗](https://doi.org/10.1109/iccv48922.2021.00492)**Haoran Zhou, Yidan Feng, Mingsheng Fang et al.*184 citations*
219. **[TF-Blender: Temporal Feature Blender for Video Object Detection ↗](https://doi.org/10.1109/iccv48922.2021.00803)**Yiming Cui, Liqi Yan, Zhiwen Cao et al.*184 citations*
220. **[End-to-End Dense Video Captioning with Parallel Decoding ↗](https://doi.org/10.1109/iccv48922.2021.00677)**Teng Wang, Ruimao Zhang, Zhichao Lu et al.*183 citations*
221. **[From Two to One: A New Scene Text Recognizer with Visual Language Modeling Network ↗](https://doi.org/10.1109/iccv48922.2021.01393)**Yuxin Wang, Hongtao Xie, Shancheng Fang et al.*183 citations*
222. **[Rethinking the Backdoor Attacks’ Triggers: A Frequency Perspective ↗](https://doi.org/10.1109/iccv48922.2021.01616)**Yi Zeng, Won Park, Zhuoqing Morley Mao et al.*183 citations*
223. **[Self-Calibrating Neural Radiance Fields ↗](https://doi.org/10.1109/iccv48922.2021.00579)**Yoonwoo Jeong, Seokjun Ahn, Christopher Choy et al.*183 citations*
224. **[Temporal-wise Attention Spiking Neural Networks for Event Streams Classification ↗](https://doi.org/10.1109/iccv48922.2021.01006)**Man Yao, Huanhuan Gao, Guangshe Zhao et al.*183 citations*
225. **[XVFI: eXtreme Video Frame Interpolation ↗](https://doi.org/10.1109/iccv48922.2021.01422)**Hyeonjun Sim, Jihyong Oh, Munchurl Kim*181 citations*
226. **[H2O: Two Hands Manipulating Objects for First Person Interaction Recognition ↗](https://doi.org/10.1109/iccv48922.2021.00998)**Taein Kwon, Bugra Tekin, Jan Stühmer et al.*180 citations*
227. **[ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting ↗](https://doi.org/10.1109/iccv48922.2021.00447)**Xiaohan Ding, Tianxiang Hao, Jianchao Tan et al.*177 citations*
228. **[Residual Attention: A Simple but Effective Method for Multi-Label Recognition ↗](https://doi.org/10.1109/iccv48922.2021.00025)**Ke Zhu, Jianxin Wu*177 citations*
229. **[SS-IL: Separated Softmax for Incremental Learning ↗](https://doi.org/10.1109/iccv48922.2021.00088)**Hongjoon Ahn, Jihwan Kwak, Subin Lim et al.*177 citations*
230. **[Fourier Space Losses for Efficient Perceptual Image Super-Resolution ↗](https://doi.org/10.1109/iccv48922.2021.00236)**Dario Fuoli, Luc Van Gool, Radu Timofte*176 citations*
231. **[Naturalistic Physical Adversarial Patch for Object Detectors ↗](https://doi.org/10.1109/iccv48922.2021.00775)**Yu-Chih-Tuan Hu, Jun-Cheng Chen, Bo-Han Kung et al.*176 citations*
232. **[Neural Articulated Radiance Field ↗](https://doi.org/10.1109/iccv48922.2021.00571)**Atsuhiro Noguchi, Xiao Na Sun, Stephen Ching-Feng Lin et al.*176 citations*
233. **[Contrastive Learning for Label Efficient Semantic Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.01045)**Xiangyun Zhao, Raviteja Vemulapalli, Philip Andrew Mansfield et al.*175 citations*
234. **[Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00690)**Lian Xu, Wanli Ouyang, Mohammed Bennamoun et al.*175 citations*
235. **[RFNet: Region-aware Fusion Network for Incomplete Multi-modal Brain Tumor Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00394)**Yuhang Ding, Xin Feng Yu, Yi Ping Yang*175 citations*
236. **[CM-NAS: Cross-Modality Neural Architecture Search for Visible-Infrared Person Re-Identification ↗](https://doi.org/10.1109/iccv48922.2021.01161)**Chaoyou Fu, Yibo Hu, Xiang Wu et al.*174 citations*
237. **[Evidential Deep Learning for Open Set Action Recognition ↗](https://doi.org/10.1109/iccv48922.2021.01310)**Wentao Bao, Qi Yu, Yu Kong*174 citations*
238. **[Pixel-Perfect Structure-from-Motion with Featuremetric Refinement ↗](https://doi.org/10.1109/iccv48922.2021.00593)**Philipp Lindenberger, Paul-Edouard Sarlin, Viktor Larsson et al.*172 citations*
239. **[R-MSFM: Recurrent Multi-Scale Feature Modulation for Monocular Depth Estimating ↗](https://doi.org/10.1109/iccv48922.2021.01254)**Zhongkai Zhou, Xinnan Fan, Pengfei Shi et al.*171 citations*
240. **[GNeRF: GAN-based Neural Radiance Field without Posed Camera ↗](https://doi.org/10.1109/iccv48922.2021.00629)**Quan Meng, Anpei Chen, Haimin Luo et al.*170 citations*
241. **[Hierarchical Aggregation for 3D Instance Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.01518)**Shao‐Yu Chen, Jiemin Fang, Qian Zhang et al.*170 citations*
242. **[Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation ↗](https://doi.org/10.1109/iccv48922.2021.01124)**Ailing Zeng, Xiao Na Sun, Lei Yang et al.*170 citations*
243. **[Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery ↗](https://doi.org/10.1109/iccv48922.2021.01491)**Zhuo Zheng, Ailong Ma, Liangpei Zhang et al.*169 citations*
244. **[Learning to Resize Images for Computer Vision Tasks ↗](https://doi.org/10.1109/iccv48922.2021.00055)**Hossein Talebi, Peyman Milanfar*169 citations*
245. **[Synthesis of Compositional Animations from Textual Descriptions ↗](https://doi.org/10.1109/iccv48922.2021.00143)**Anindita Ghosh, Noshaba Cheema, Cennet Oguz et al.*169 citations*
246. **[Better Aggregation in Test-Time Augmentation ↗](https://doi.org/10.1109/iccv48922.2021.00125)**Divya Shanmugam, Davis W. Blalock, Guha Balakrishnan et al.*166 citations*
247. **[HiT: Hierarchical Transformer with Momentum Contrast for Video-Text Retrieval ↗](https://doi.org/10.1109/iccv48922.2021.01170)**Song Liu, Haoqi Fan, Shengsheng Qian et al.*166 citations*
248. **[Hand-Object Contact Consistency Reasoning for Human Grasps Generation ↗](https://doi.org/10.1109/iccv48922.2021.01092)**Hanwen Jiang, Shaowei Liu, Jiashun Wang et al.*165 citations*
249. **[SGPA: Structure-Guided Prior Adaptation for Category-Level 6D Object Pose Estimation ↗](https://doi.org/10.1109/iccv48922.2021.00277)**Kai Chen, Qi Dou*164 citations*
250. **[Structure-Preserving Deraining with Residue Channel Prior Guidance ↗](https://doi.org/10.1109/iccv48922.2021.00420)**Qiaosi Yi, Juncheng Li, Qinyan Dai et al.*164 citations*
251. **[FuseFormer: Fusing Fine-Grained Information in Transformers for Video Inpainting ↗](https://doi.org/10.1109/iccv48922.2021.01378)**Rui Zhou Zhenzhen Liu, Hanming Deng, Yangyi Huang et al.*162 citations*
252. **[Zen-NAS: A Zero-Shot NAS for High-Performance Image Recognition ↗](https://doi.org/10.1109/iccv48922.2021.00040)**Ming Lin, Pichao Wang, Zhenhong Sun et al.*161 citations*
253. **[CodeNeRF: Disentangled Neural Radiance Fields for Object Categories ↗](https://doi.org/10.1109/iccv48922.2021.01271)**Wonbong Jang, Lourdes Agapito*160 citations*
254. **[Spatial-Temporal Transformer for Dynamic Scene Graph Generation ↗](https://doi.org/10.1109/iccv48922.2021.01606)**Yuren Cong, Wentong Liao, Hanno Ackermann et al.*159 citations*
255. **[3D Local Convolutional Neural Networks for Gait Recognition ↗](https://doi.org/10.1109/iccv48922.2021.01465)**Zhen Huang, Di-Xiu Xue, Xu Shen et al.*158 citations*
256. **[DualPoseNet: Category-level 6D Object Pose and Size Estimation Using Dual Pose Network with Refined Learning of Pose Consistency ↗](https://doi.org/10.1109/iccv48922.2021.00354)**Jiehong Lin, Zewei Wei, Zhihao Li et al.*158 citations*
257. **[Probabilistic Modeling for Human Mesh Recovery ↗](https://doi.org/10.1109/iccv48922.2021.01140)**Nikos Kolotouros, Georgios Pavlakos, Dinesh Jayaraman et al.*158 citations*
258. **[Geometry-based Distance Decomposition for Monocular 3D Object Detection ↗](https://doi.org/10.1109/iccv48922.2021.01489)**Xuepeng Shi, Qi Ye, Xiaozhi Chen et al.*157 citations*
259. **[SO-Pose: Exploiting Self-Occlusion for Direct 6D Pose Estimation ↗](https://doi.org/10.1109/iccv48922.2021.01217)**Yan Di, Fabian Manhardt, Gu Wang et al.*157 citations*
260. **[SPG: Unsupervised Domain Adaptation for 3D Object Detection via Semantic Point Generation ↗](https://doi.org/10.1109/iccv48922.2021.01516)**Qiangeng Xu, Yin Zhou, Weiyue Wang et al.*157 citations*
261. **[OVANet: One-vs-All Network for Universal Domain Adaptation ↗](https://doi.org/10.1109/iccv48922.2021.00887)**Kuniaki Saito, Kate Saenko*156 citations*
262. **[Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning ↗](https://doi.org/10.1109/iccv48922.2021.00924)**James Smith, Yen-Chang Hsu, Jonathan Balloch et al.*155 citations*
263. **[Learning A Single Network for Scale-Arbitrary Super-Resolution ↗](https://doi.org/10.1109/iccv48922.2021.00476)**Longguang Wang, Yingqian Wang, Zaiping Lin et al.*155 citations*
264. **[GroupFormer: Group Activity Recognition with Clustered Spatial-Temporal Transformer ↗](https://doi.org/10.1109/iccv48922.2021.01341)**Shuai Cheng Li, Qianggang Cao, Lingbo Liu et al.*153 citations*
265. **[Learning to Match Features with Seeded Graph Matching Network ↗](https://doi.org/10.1109/iccv48922.2021.00624)**Hongkai Chen, Zixin Luo, Jiahui Zhang et al.*153 citations*
266. **[Perturbed Self-Distillation: Weakly Supervised Large-Scale Point Cloud Semantic Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.01523)**Yachao Zhang, Yanyun Qu, Yuan Xie et al.*153 citations*
267. **[Occlude Them All: Occlusion-Aware Attention Network for Occluded Person Re-ID ↗](https://doi.org/10.1109/iccv48922.2021.01162)**Peixian Chen, Wenfeng Liu, Pingyang Dai et al.*152 citations*
268. **[Complementary Patch for Weakly Supervised Semantic Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00715)**Fei Zhang, Chaochen Gu, Chenyue Zhang et al.*151 citations*
269. **[IDM: An Intermediate Domain Module for Domain Adaptive Person Re-ID ↗](https://doi.org/10.1109/iccv48922.2021.01165)**Yongxing Dai, Jun Liu, Yifan Sun et al.*151 citations*
270. **[Video Self-Stitching Graph Network for Temporal Action Localization ↗](https://doi.org/10.1109/iccv48922.2021.01340)**Chen Zhao, Ali Thabet, Bernard Ghanem*151 citations*
271. **[Learning Multi-Scene Absolute Pose Regression with Transformers ↗](https://doi.org/10.1109/iccv48922.2021.00273)**Yoli Shavit, Ron Ferens, Yosi Keller*150 citations*
272. **[Meta-Learning with Task-Adaptive Loss Function for Few-Shot Learning ↗](https://doi.org/10.1109/iccv48922.2021.00933)**Sungyong Baik, Janghoon Choi, Heewon Kim et al.*150 citations*
273. **[Self-Mutual Distillation Learning for Continuous Sign Language Recognition ↗](https://doi.org/10.1109/iccv48922.2021.01111)**Aiming Hao, Yuecong Min, Xilin Chen*150 citations*
274. **[Mining Latent Classes for Few-shot Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00860)**Lihe Yang, Wei Zhuo, Lei Qi et al.*149 citations*
275. **[The Way to my Heart is through Contrastive Learning: Remote Photoplethysmography from Unlabelled Video ↗](https://doi.org/10.1109/iccv48922.2021.00396)**John Gideon, Simon Stent*149 citations*
276. **[3DVG-Transformer: Relation Modeling for Visual Grounding on Point Clouds ↗](https://doi.org/10.1109/iccv48922.2021.00292)**Lichen Zhao, Daigang Cai, Lu Sheng et al.*148 citations*
277. **[DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network ↗](https://doi.org/10.1109/iccv48922.2021.00498)**Yeying Jin, Aashish Sharma, Robby T. Tan*148 citations*
278. **[FloW: A Dataset and Benchmark for Floating Waste Detection in Inland Waters ↗](https://doi.org/10.1109/iccv48922.2021.01077)**Yuwei Cheng, Jiannan Zhu, Mengxin Jiang et al.*148 citations*
279. **[Reconstructing Hand-Object Interactions in the Wild ↗](https://doi.org/10.1109/iccv48922.2021.01219)**Zhe Cao, Ilija Radosavovic, Angjoo Kanazawa et al.*148 citations*
280. **[Recurrent Mask Refinement for Few-Shot Medical Image Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00389)**Hao Tang, Xingwei Liu, Shanlin Sun et al.*148 citations*
281. **[DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features ↗](https://doi.org/10.1109/iccv48922.2021.01156)**Min Yang, Dongliang He, Miao Fan et al.*147 citations*
282. **[High-Performance Discriminative Tracking with Transformers ↗](https://doi.org/10.1109/iccv48922.2021.00971)**Bin Yu, Ming Tang, Linyu Zheng et al.*146 citations*
283. **[Towards Real-world X-ray Security Inspection: A High-Quality Benchmark And Lateral Inhibition Module For Prohibited Items Detection ↗](https://doi.org/10.1109/iccv48922.2021.01074)**Renshuai Tao, Yanlu Wei, Xiangjian Jiang et al.*146 citations*
284. **[Group-aware Contrastive Regression for Action Quality Assessment ↗](https://doi.org/10.1109/iccv48922.2021.00782)**Xumin Yu, Yongming Rao, Wenliang Zhao et al.*145 citations*
285. **[OadTR: Online Action Detection with Transformers ↗](https://doi.org/10.1109/iccv48922.2021.00747)**Xiang Wang, Shiwei Zhang, Zhiwu Qing et al.*145 citations*
286. **[Re-distributing Biased Pseudo Labels for Semi-supervised Semantic Segmentation: A Baseline Investigation ↗](https://doi.org/10.1109/iccv48922.2021.00685)**Ruifei He, Jihan Yang, Xiaojuan Qi*145 citations*
287. **[Asymmetric Bilateral Motion Estimation for Video Frame Interpolation ↗](https://doi.org/10.1109/iccv48922.2021.01427)**Junheum Park, Chul Lee, Chang‐Su Kim*144 citations*
288. **[EPP-MVSNet: Epipolar-assembling based Depth Prediction for Multi-view Stereo ↗](https://doi.org/10.1109/iccv48922.2021.00568)**Xinjun Ma, Yue Gong, Qirui Wang et al.*144 citations*
289. **[Graspness Discovery in Clutters for Fast and Accurate Grasp Detection ↗](https://doi.org/10.1109/iccv48922.2021.01566)**Chenxi Wang, Hao-Shu Fang, Minghao Gou et al.*144 citations*
290. **[Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks ↗](https://doi.org/10.1109/iccv48922.2021.00325)**Guangxing Han, Yicheng He, Shiyuan Huang et al.*144 citations*
291. **[Unlocking the Potential of Ordinary Classifier: Class-specific Adversarial Erasing Framework for Weakly Supervised Semantic Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00691)**Hyeokjun Kweon, Sung-Hoon Yoon, Hyeonseong Kim et al.*144 citations*
292. **[A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation ↗](https://doi.org/10.1109/iccv48922.2021.00812)**Jianlong Yuan, Yifan Liu, Chunhua Shen et al.*143 citations*
293. **[Entropy Maximization and Meta Classification for Out-of-Distribution Detection in Semantic Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00508)**Robin Chan, Matthias Rottmann, Hanno Gottschalk*143 citations*
294. **[MINE: Towards Continuous Depth MPI with NeRF for Novel View Synthesis ↗](https://doi.org/10.1109/iccv48922.2021.01235)**Jiaxin Li, Zijian Feng, Qi She et al.*143 citations*
295. **[Pyramid Point Cloud Transformer for Large-Scale Place Recognition ↗](https://doi.org/10.1109/iccv48922.2021.00604)**Le Hui, Hang Yang, Mingmei Cheng et al.*143 citations*
296. **[Stochastic Scene-Aware Motion Prediction ↗](https://doi.org/10.1109/iccv48922.2021.01118)**Mohamed S. Hassan, Duygu Ceylan, Ruben Villegas et al.*143 citations*
297. **[AutoShape: Real-Time Shape-Aware Monocular 3D Object Detection ↗](https://doi.org/10.1109/iccv48922.2021.01535)**Zongdai Liu, Dingfu Zhou, Feixiang Lu et al.*142 citations*
298. **[GraphFPN: Graph Feature Pyramid Network for Object Detection ↗](https://doi.org/10.1109/iccv48922.2021.00276)**Gangming Zhao, Weifeng Ge, Yizhou Yu*141 citations*
299. **[Infinite Nature: Perpetual View Generation of Natural Scenes from a Single Image ↗](https://doi.org/10.1109/iccv48922.2021.01419)**Andrew Liu, Ameesh Makadia, Richard P. Tucker et al.*141 citations*
300. **[Saliency-Associated Object Tracking ↗](https://doi.org/10.1109/iccv48922.2021.00972)**Zikun Zhou, Wenjie Pei, Xin Li et al.*141 citations*

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