---
title: "ICCV 2021 — all accepted papers, page 8 — the most cited first"
description: "All 1,615 papers of ICCV 2021 · page 8 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 8 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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701. **[VIL-100: A New Dataset and A Baseline Model for Video Instance Lane Detection ↗](https://doi.org/10.1109/iccv48922.2021.01539)**Yujun Zhang, Lei Zhu, Wei Feng et al.*62 citations*
702. **[Conditional Variational Capsule Network for Open Set Recognition ↗](https://doi.org/10.1109/iccv48922.2021.00017)**Yunrui Guo, Guglielmo Camporese, Wenjing Yang et al.*61 citations*
703. **[Generic Event Boundary Detection: A Benchmark for Event Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00797)**Mike Zheng Shou, Stan Weixian Lei, Wei‐Yao Wang et al.*61 citations*
704. **[Gradient Distribution Alignment Certificates Better Adversarial Domain Adaptation ↗](https://doi.org/10.1109/iccv48922.2021.00881)**Zhiqiang Gao, Shufei Zhang, Kaizhu Huang et al.*61 citations*
705. **[Motion Prediction using Trajectory Cues ↗](https://doi.org/10.1109/iccv48922.2021.01305)**Zhenguang Liu, Pengxiang Su, Shuang Wu et al.*61 citations*
706. **[Pri3D: Can 3D Priors Help 2D Representation Learning? ↗](https://doi.org/10.1109/iccv48922.2021.00564)**Ji Hou, Saining Xie, Benjamin Graham et al.*61 citations*
707. **[StructDepth: Leveraging the structural regularities for self-supervised indoor depth estimation ↗](https://doi.org/10.1109/iccv48922.2021.01243)**Boying Li, Yuan Huang, Zeyu Liu et al.*61 citations*
708. **[The Benefit of Distraction: Denoising Camera-Based Physiological Measurements using Inverse Attention ↗](https://doi.org/10.1109/iccv48922.2021.00491)**Ewa Magdalena Nowara, Daniel McDuff, Ashok Veeraraghavan*61 citations*
709. **[Transporting Causal Mechanisms for Unsupervised Domain Adaptation ↗](https://doi.org/10.1109/iccv48922.2021.00848)**Zhongqi Yue, Qianru Sun, Xian‐Sheng Hua et al.*61 citations*
710. **[Watch Only Once: An End-to-End Video Action Detection Framework ↗](https://doi.org/10.1109/iccv48922.2021.00807)**Shoufa Chen, Peize Sun, Enze Xie et al.*61 citations*
711. **[DRIVE: Deep Reinforced Accident Anticipation with Visual Explanation ↗](https://doi.org/10.1109/iccv48922.2021.00752)**Wentao Bao, Qi Yu, Yu Kong*60 citations*
712. **[DeePSD: Automatic Deep Skinning And Pose Space Deformation For 3D Garment Animation ↗](https://doi.org/10.1109/iccv48922.2021.00542)**Hugo Bertiche, Meysam Madadi, Emilio Tylson et al.*60 citations*
713. **[Dual Bipartite Graph Learning: A General Approach for Domain Adaptive Object Detection ↗](https://doi.org/10.1109/iccv48922.2021.00270)**Chaoqi Chen, Jiongcheng Li, Zebiao Zheng et al.*60 citations*
714. **[GAN Inversion for Out-of-Range Images with Geometric Transformations ↗](https://doi.org/10.1109/iccv48922.2021.01368)**Kyoungkook Kang, Seong‐Tae Kim, Sunghyun Cho*60 citations*
715. **[Joint Representation Learning and Novel Category Discovery on Single- and Multi-modal Data ↗](https://doi.org/10.1109/iccv48922.2021.00065)**Xuhui Jia, Kai Han, Yukun Zhu et al.*60 citations*
716. **[Parsing Table Structures in the Wild ↗](https://doi.org/10.1109/iccv48922.2021.00098)**Rujiao Long, Wen Wang, Nan Xue et al.*60 citations*
717. **[STVGBert: A Visual-linguistic Transformer based Framework for Spatio-temporal Video Grounding ↗](https://doi.org/10.1109/iccv48922.2021.00156)**Rui Su, Qian Yu, Dong Xu*60 citations*
718. **[VENet: Voting Enhancement Network for 3D Object Detection ↗](https://doi.org/10.1109/iccv48922.2021.00369)**Qian Xie, Yu‐Kun Lai, Jing Wu et al.*60 citations*
719. **[AdaMML: Adaptive Multi-Modal Learning for Efficient Video Recognition ↗](https://doi.org/10.1109/iccv48922.2021.00748)**Rameswar Panda, Chun-Fu Richard Chen, Quanfu Fan et al.*59 citations*
720. **[CryoDRGN2: Ab initio neural reconstruction of 3D protein structures from real cryo-EM images ↗](https://doi.org/10.1109/iccv48922.2021.00403)**Ellen D. Zhong, Adam K. Lerer, Joseph H. Davis et al.*59 citations*
721. **[Deep Reparametrization of Multi-Frame Super-Resolution and Denoising ↗](https://doi.org/10.1109/iccv48922.2021.00246)**Goutam Bhat, Martin Danelljan, Fisher Yu et al.*59 citations*
722. **[EventHands: Real-Time Neural 3D Hand Pose Estimation from an Event Stream ↗](https://doi.org/10.1109/iccv48922.2021.01216)**Viktor Rudnev, Vladislav Golyanik, Jiayi Wang et al.*59 citations*
723. **[Exploring Geometry-aware Contrast and Clustering Harmonization for Self-supervised 3D Object Detection ↗](https://doi.org/10.1109/iccv48922.2021.00328)**Hanxue Liang, Chenhan Jiang, Dapeng Feng et al.*59 citations*
724. **[HDR Video Reconstruction: A Coarse-to-fine Network and A Real-world Benchmark Dataset ↗](https://doi.org/10.1109/iccv48922.2021.00250)**Guanying Chen, Chaofeng Chen, Shi Zeng Guo et al.*59 citations*
725. **[HPNet: Deep Primitive Segmentation Using Hybrid Representations ↗](https://doi.org/10.1109/iccv48922.2021.00275)**Siming Yan, Zhenpei Yang, Chongyang Ma et al.*59 citations*
726. **[LocalTrans: A Multiscale Local Transformer Network for Cross-Resolution Homography Estimation ↗](https://doi.org/10.1109/iccv48922.2021.01462)**Ruizhi Shao, Gaochang Wu, Yuemei Zhou et al.*59 citations*
727. **[Mitigating Intensity Bias in Shadow Detection via Feature Decomposition and Reweighting ↗](https://doi.org/10.1109/iccv48922.2021.00466)**Lei Zhu, Ke Xu, Zhanghan Ke et al.*59 citations*
728. **[Pathdreamer: A World Model for Indoor Navigation ↗](https://doi.org/10.1109/iccv48922.2021.01447)**Jing Yu Koh, Honglak Lee, Yinfei Yang et al.*59 citations*
729. **[Shallow Bayesian Meta Learning for Real-World Few-Shot Recognition ↗](https://doi.org/10.1109/iccv48922.2021.00069)**Xueting Zhang, Debin Meng, Henry Gouk et al.*59 citations*
730. **[THUNDR: Transformer-based 3D HUmaN Reconstruction with Markers ↗](https://doi.org/10.1109/iccv48922.2021.01273)**Mihai Zanfir, Andrei Zanfir, Eduard Gabriel Băzăvan et al.*59 citations*
731. **[Temporal Cue Guided Video Highlight Detection with Low-Rank Audio-Visual Fusion ↗](https://doi.org/10.1109/iccv48922.2021.00785)**Qinghao Ye, Xiyue Shen, Yuan Gao et al.*59 citations*
732. **[Unsupervised Real-World Super-Resolution: A Domain Adaptation Perspective ↗](https://doi.org/10.1109/iccv48922.2021.00428)**Wei Wang, Haochen Zhang, Zehuan Yuan et al.*59 citations*
733. **[AINet: Association Implantation for Superpixel Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00699)**Yaxiong Wang, Yunchao Wei, Xueming Qian et al.*58 citations*
734. **[Adversarial Example Detection Using Latent Neighborhood Graph ↗](https://doi.org/10.1109/iccv48922.2021.00759)**Ahmed Abusnaina, Yuhang Wu, Sunpreet S. Arora et al.*58 citations*
735. **[Learning to Regress Bodies from Images using Differentiable Semantic Rendering ↗](https://doi.org/10.1109/iccv48922.2021.01106)**Sai Kumar Dwivedi, Nikos Athanasiou, Muhammed Kocabas et al.*58 citations*
736. **[MEDIRL: Predicting the Visual Attention of Drivers via Maximum Entropy Deep Inverse Reinforcement Learning ↗](https://doi.org/10.1109/iccv48922.2021.01293)**Sonia Baee, Erfan Pakdamanian, Inki Kim et al.*58 citations*
737. **[NGC: A Unified Framework for Learning with Open-World Noisy Data ↗](https://doi.org/10.1109/iccv48922.2021.00013)**Zhi-Fan Wu, Wei Tong, Jianwen Jiang et al.*58 citations*
738. **[On the Limits of Pseudo Ground Truth in Visual Camera Re-localisation ↗](https://doi.org/10.1109/iccv48922.2021.00616)**Eric Brachmann, Martin Humenberger, Carsten Rother et al.*58 citations*
739. **[Towards A Universal Model for Cross-Dataset Crowd Counting ↗](https://doi.org/10.1109/iccv48922.2021.00319)**Zhiheng Ma, Xiaopeng Hong, Xing Wei et al.*58 citations*
740. **[Achieving on-Mobile Real-Time Super-Resolution with Neural Architecture and Pruning Search ↗](https://doi.org/10.1109/iccv48922.2021.00478)**Zheng Zhan, Yifan Gong, Pu Zhao et al.*57 citations*
741. **[Dance with Self-Attention: A New Look of Conditional Random Fields on Anomaly Detection in Videos ↗](https://doi.org/10.1109/iccv48922.2021.00024)**Didik Purwanto, Yie‐Tarng Chen, Wen‐Hsien Fang*57 citations*
742. **[ECACL: A Holistic Framework for Semi-Supervised Domain Adaptation ↗](https://doi.org/10.1109/iccv48922.2021.00846)**Kai Li, Chang Liu, Handong Zhao et al.*57 citations*
743. **[EventHPE: Event-based 3D Human Pose and Shape Estimation ↗](https://doi.org/10.1109/iccv48922.2021.01081)**Shihao Zou, Chuan Guo, Xinxin Zuo et al.*57 citations*
744. **[Learning to Track Objects from Unlabeled Videos ↗](https://doi.org/10.1109/iccv48922.2021.01329)**Jilai Zheng, Chao Ma, Houwen Peng et al.*57 citations*
745. **[Stacked Homography Transformations for Multi-View Pedestrian Detection ↗](https://doi.org/10.1109/iccv48922.2021.00599)**Liangchen Song, Jialian Wu, Ming Yang et al.*57 citations*
746. **[AdaFit: Rethinking Learning-based Normal Estimation on Point Clouds ↗](https://doi.org/10.1109/iccv48922.2021.00606)**Runsong Zhu, Yuan Liu, Zhen Dong et al.*56 citations*
747. **[Attentional Pyramid Pooling of Salient Visual Residuals for Place Recognition ↗](https://doi.org/10.1109/iccv48922.2021.00092)**Guohao Peng, Jun Zhang, Heshan Li et al.*56 citations*
748. **[CanvasVAE: Learning to Generate Vector Graphic Documents ↗](https://doi.org/10.1109/iccv48922.2021.00543)**Kota Yamaguchi*56 citations*
749. **[Clustering by Maximizing Mutual Information Across Views ↗](https://doi.org/10.1109/iccv48922.2021.00978)**Kien Do, Truyen Tran, Svetha Venkatesh*56 citations*
750. **[Cross-category Video Highlight Detection via Set-based Learning ↗](https://doi.org/10.1109/iccv48922.2021.00787)**Minghao Xu, Hang Wang, Bingbing Ni et al.*56 citations*
751. **[Estimating Egocentric 3D Human Pose in Global Space ↗](https://doi.org/10.1109/iccv48922.2021.01130)**Jian Wang, Lingjie Liu, Weipeng Xu et al.*56 citations*
752. **[Hyperspectral Image Denoising with Realistic Data ↗](https://doi.org/10.1109/iccv48922.2021.00225)**Tao Zhang, Ying Fu, Cheng Li*56 citations*
753. **[Learning Privacy-preserving Optics for Human Pose Estimation ↗](https://doi.org/10.1109/iccv48922.2021.00257)**Carlos A. Hinojosa, Juan Carlos Niebles, Henry Argüello*56 citations*
754. **[Light Field Saliency Detection with Dual Local Graph Learning and Reciprocative Guidance ↗](https://doi.org/10.1109/iccv48922.2021.00467)**Nian Liu, Wangbo Zhao, Dingwen Zhang et al.*56 citations*
755. **[Lightweight Multi-person Total Motion Capture Using Sparse Multi-view Cameras ↗](https://doi.org/10.1109/iccv48922.2021.00551)**Yuxiang Zhang, Zhe Li, Liang An et al.*56 citations*
756. **[Mixed SIGNals: Sign Language Production via a Mixture of Motion Primitives ↗](https://doi.org/10.1109/iccv48922.2021.00193)**Ben Saunders, Necati Cihan Camgöz, Richard Bowden*56 citations*
757. **[PX-NET: Simple and Efficient Pixel-Wise Training of Photometric Stereo Networks ↗](https://doi.org/10.1109/iccv48922.2021.01252)**Fotios Logothetis, Ignas Budvytis, Roberto Mecca et al.*56 citations*
758. **[SCOUTER: Slot Attention-based Classifier for Explainable Image Recognition ↗](https://doi.org/10.1109/iccv48922.2021.00108)**Liangzhi Li, Bowen Wang, Manisha Verma et al.*56 citations*
759. **[The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation ↗](https://doi.org/10.1109/iccv48922.2021.01164)**Guillem Brasó, Nikita Kister, Laura Leal-Taixé*56 citations*
760. **[Towards Mixed-Precision Quantization of Neural Networks via Constrained Optimization ↗](https://doi.org/10.1109/iccv48922.2021.00530)**Weihan Chen, Peisong Wang, Jian Cheng*56 citations*
761. **[Unpaired Learning for Deep Image Deraining with Rain Direction Regularizer ↗](https://doi.org/10.1109/iccv48922.2021.00471)**Yang Liu, Ziyu Yue, Jinshan Pan et al.*56 citations*
762. **[ZFlow: Gated Appearance Flow-based Virtual Try-on with 3D Priors ↗](https://doi.org/10.1109/iccv48922.2021.00538)**Ayush Chopra, Rishabh Jain, Mayur Hemani et al.*56 citations*
763. **[BiaSwap: Removing Dataset Bias with Bias-Tailored Swapping Augmentation ↗](https://doi.org/10.1109/iccv48922.2021.01472)**Eungyeup Kim, Jihyeon Lee, Jaegul Choo*55 citations*
764. **[Deep Transport Network for Unsupervised Video Object Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00866)**Kaihua Zhang, Zicheng Zhao, Dong Liu et al.*55 citations*
765. **[Divide and Contrast: Self-supervised Learning from Uncurated Data ↗](https://doi.org/10.1109/iccv48922.2021.00991)**Yonglong Tian, Olivier J. Hénaff, Aäron van den Oord*55 citations*
766. **[Hand Image Understanding via Deep Multi-Task Learning ↗](https://doi.org/10.1109/iccv48922.2021.01109)**Xiong Zhang, Hongsheng Huang, Jianchao Tan et al.*55 citations*
767. **[Influence Selection for Active Learning ↗](https://doi.org/10.1109/iccv48922.2021.00914)**Zhuoming Liu, Hao Ding, Huaping Zhong et al.*55 citations*
768. **[Interactive Prototype Learning for Egocentric Action Recognition ↗](https://doi.org/10.1109/iccv48922.2021.00806)**Xiaohan Wang, Linchao Zhu, Heng Wang et al.*55 citations*
769. **[LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions ↗](https://doi.org/10.1109/iccv48922.2021.01400)**Oğuz Kaan Yüksel, Enis Simsar, Ezgi Gülperi Er et al.*55 citations*
770. **[Learning to Adversarially Blur Visual Object Tracking ↗](https://doi.org/10.1109/iccv48922.2021.01066)**Qing Guo, Ziyi Cheng, Felix Juefei-Xu et al.*55 citations*
771. **[Multi-Anchor Active Domain Adaptation for Semantic Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00898)**Munan Ning, Donghuan Lu, Dong Wei et al.*55 citations*
772. **[Boosting Weakly Supervised Object Detection via Learning Bounding Box Adjusters ↗](https://doi.org/10.1109/iccv48922.2021.00287)**Bowen Dong, Zitong Huang, Yuelin Guo et al.*54 citations*
773. **[Collaborative and Adversarial Learning of Focused and Dispersive Representations for Semi-supervised Polyp Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00347)**Huisi Wu, Guilian Chen, Zhenkun Wen et al.*54 citations*
774. **[EigenGAN: Layer-Wise Eigen-Learning for GANs ↗](https://doi.org/10.1109/iccv48922.2021.01414)**Zhenliang He, Meina Kan, Shiguang Shan*54 citations*
775. **[GP-S3Net: Graph-based Panoptic Sparse Semantic Segmentation Network ↗](https://doi.org/10.1109/iccv48922.2021.01577)**Ryan Razani, Ran Cheng, Enxu Li et al.*54 citations*
776. **[GistNet: a Geometric Structure Transfer Network for Long-Tailed Recognition ↗](https://doi.org/10.1109/iccv48922.2021.00810)**Bo Liu, Haoxiang Li, Hao Kang et al.*54 citations*
777. **[Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint Paths ↗](https://doi.org/10.1109/iccv48922.2021.00627)**Andrea Hornakova, Timo Kaiser, Paul Swoboda et al.*54 citations*
778. **[Multi-modality Associative Bridging through Memory: Speech Sound Recollected from Face Video ↗](https://doi.org/10.1109/iccv48922.2021.00036)**Minsu Kim, Joanna H. Hong, Se Jin Park et al.*54 citations*
779. **[Product1M: Towards Weakly Supervised Instance-Level Product Retrieval via Cross-Modal Pretraining ↗](https://doi.org/10.1109/iccv48922.2021.01157)**Xunlin Zhan, Yangxin Wu, Xiao ming Dong et al.*54 citations*
780. **[Real-Time Video Inference on Edge Devices via Adaptive Model Streaming ↗](https://doi.org/10.1109/iccv48922.2021.00453)**Mehrdad Khani, Pouya Hamadanian, Arash Nasr-Esfahany et al.*54 citations*
781. **[The Devil is in the Task: Exploiting Reciprocal Appearance-Localization Features for Monocular 3D Object Detection ↗](https://doi.org/10.1109/iccv48922.2021.00271)**Zhikang Zou, Xiaoqing Ye, Liang Du et al.*54 citations*
782. **[Towards Discovery and Attribution of Open-world GAN Generated Images ↗](https://doi.org/10.1109/iccv48922.2021.01383)**Sharath Girish, Saksham Suri, Sai Saketh Rambhatla et al.*54 citations*
783. **[Class-Incremental Learning for Action Recognition in Videos ↗](https://doi.org/10.1109/iccv48922.2021.01344)**Jaeyoo Park, Minsoo Kang, Bohyung Han*53 citations*
784. **[Contrast and Order Representations for Video Self-supervised Learning ↗](https://doi.org/10.1109/iccv48922.2021.00784)**Kai Hu, Jie Shao, Yuan Liu et al.*53 citations*
785. **[Curvature Generation in Curved Spaces for Few-Shot Learning ↗](https://doi.org/10.1109/iccv48922.2021.00857)**Zhi Feng Gao, Yuwei Wu, Yunde Jia et al.*53 citations*
786. **[Dual Contrastive Loss and Attention for GANs ↗](https://doi.org/10.1109/iccv48922.2021.00666)**Ning Yu, Guilin Liu, Ayşegül Dündar et al.*53 citations*
787. **[Energy-Based Open-World Uncertainty Modeling for Confidence Calibration ↗](https://doi.org/10.1109/iccv48922.2021.00917)**Yezhen Wang, Bo Li, Tong Che et al.*53 citations*
788. **[HAIR: Hierarchical Visual-Semantic Relational Reasoning for Video Question Answering ↗](https://doi.org/10.1109/iccv48922.2021.00172)**Fei Liu, Jing Liu, Ning Wang et al.*53 citations*
789. **[Knowledge Mining and Transferring for Domain Adaptive Object Detection ↗](https://doi.org/10.1109/iccv48922.2021.00900)**Kun Tian, Chenghao Zhang, Ying Wang et al.*53 citations*
790. **[Real-world Video Super-resolution: A Benchmark Dataset and A Decomposition based Learning Scheme ↗](https://doi.org/10.1109/iccv48922.2021.00474)**Xi Yang, Wangmeng Xiang, Hui Zeng et al.*53 citations*
791. **[Variational Attention: Propagating Domain-Specific Knowledge for Multi-Domain Learning in Crowd Counting ↗](https://doi.org/10.1109/iccv48922.2021.01576)**Binghui Chen, Zhaoyi Yan, Ke Li et al.*53 citations*
792. **[Vi2CLR: Video and Image for Visual Contrastive Learning of Representation ↗](https://doi.org/10.1109/iccv48922.2021.00153)**Ali Diba, Vivek Sharma, Reza Safdari et al.*53 citations*
793. **[Building-GAN: Graph-Conditioned Architectural Volumetric Design Generation ↗](https://doi.org/10.1109/iccv48922.2021.01174)**Kai-Hung Chang, Chin-Yi Cheng, Jieliang Luo et al.*52 citations*
794. **[Diagonal Attention and Style-based GAN for Content-Style Disentanglement in Image Generation and Translation ↗](https://doi.org/10.1109/iccv48922.2021.01372)**Gihyun Kwon, Jong Chul Ye*52 citations*
795. **[Dual-Camera Super-Resolution with Aligned Attention Modules ↗](https://doi.org/10.1109/iccv48922.2021.00201)**Tengfei Wang, Jiaxin Xie, Wenxiu Sun et al.*52 citations*
796. **[Dynamic Dual Gating Neural Networks ↗](https://doi.org/10.1109/iccv48922.2021.00528)**Fanrong Li, Gang Li, Xiangyu He et al.*52 citations*
797. **[Joint Topology-preserving and Feature-refinement Network for Curvilinear Structure Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00706)**Mingfei Cheng, Kaili Zhao, Xuhong Guo et al.*52 citations*
798. **[Learning Attribute-driven Disentangled Representations for Interactive Fashion Retrieval ↗](https://doi.org/10.1109/iccv48922.2021.01193)**Yuxin Hou, Eleonora Vig, Michael Donoser et al.*52 citations*
799. **[Manifold Alignment for Semantically Aligned Style Transfer ↗](https://doi.org/10.1109/iccv48922.2021.01459)**Jing Huo, Shiyin Jin, Wenbin Li et al.*52 citations*
800. **[Multiview Pseudo-Labeling for Semi-supervised Learning from Video ↗](https://doi.org/10.1109/iccv48922.2021.00712)**Bo Xiong, Haoqi Fan, Kristen Grauman et al.*52 citations*

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