---
title: "ICCV 2021 — all accepted papers, page 9 — the most cited first"
description: "All 1,615 papers of ICCV 2021 · page 9 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 9 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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801. **[Time-Equivariant Contrastive Video Representation Learning ↗](https://doi.org/10.1109/iccv48922.2021.00982)**Simon Jenni, Hailin Jin*52 citations*
802. **[Towards High Fidelity Monocular Face Reconstruction with Rich Reflectance using Self-supervised Learning and Ray Tracing ↗](https://doi.org/10.1109/iccv48922.2021.01258)**Abdallah Dib, Cédric Thébault, Junghyun Ahn et al.*52 citations*
803. **[CDNet: Centripetal Direction Network for Nuclear Instance Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00399)**Hongliang He, Zhongyi Huang, Yao Ding et al.*51 citations*
804. **[Dynamic Surface Function Networks for Clothed Human Bodies ↗](https://doi.org/10.1109/iccv48922.2021.01058)**Andrei Burov, Matthias Nießner, Justus Thies*51 citations*
805. **[End-to-End Detection and Pose Estimation of Two Interacting Hands ↗](https://doi.org/10.1109/iccv48922.2021.01100)**Dong Uk Kim, Kwang In Kim, Seungryul Baek*51 citations*
806. **[EvIntSR-Net: Event Guided Multiple Latent Frames Reconstruction and Super-resolution ↗](https://doi.org/10.1109/iccv48922.2021.00484)**Jin Han, Yixin Yang, Chu Zhou et al.*51 citations*
807. **[Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval ↗](https://doi.org/10.1109/iccv48922.2021.00175)**Max Bain, Arsha Nagrani, Gül Varol et al.*51 citations*
808. **[Hierarchical Kinematic Probability Distributions for 3D Human Shape and Pose Estimation from Images in the Wild ↗](https://doi.org/10.1109/iccv48922.2021.01103)**Akash Sengupta, Ignas Budvytis, Roberto Cipolla*51 citations*
809. **[How to Design a Three-Stage Architecture for Audio-Visual Active Speaker Detection in the Wild ↗](https://doi.org/10.1109/iccv48922.2021.00123)**Okan Köpüklü, Maja Taseska, Gerhard Rigoll*51 citations*
810. **[Image Synthesis from Layout with Locality-Aware Mask Adaption ↗](https://doi.org/10.1109/iccv48922.2021.01356)**Zejian Li, Jingyu Wu, Immanuel Koh et al.*51 citations*
811. **[Light Source Guided Single-Image Flare Removal from Unpaired Data ↗](https://doi.org/10.1109/iccv48922.2021.00414)**Xiaotian Qiao, Gerhard Petrus Hancke, Rynson W. H. Lau*51 citations*
812. **[Shape Self-Correction for Unsupervised Point Cloud Understanding ↗](https://doi.org/10.1109/iccv48922.2021.00827)**Ye Chen, Jinxian Liu, Bingbing Ni et al.*51 citations*
813. **[SimROD: A Simple Adaptation Method for Robust Object Detection ↗](https://doi.org/10.1109/iccv48922.2021.00355)**Rindra Ramamonjison, Amin Banitalebi-Dehkordi, Xinyu Kang et al.*51 citations*
814. **[Striking a Balance between Stability and Plasticity for Class-Incremental Learning ↗](https://doi.org/10.1109/iccv48922.2021.00116)**Guile Wu, Shaogang Gong, Pan Li Queen*51 citations*
815. **[Toward Human-Like Grasp: Dexterous Grasping via Semantic Representation of Object-Hand ↗](https://doi.org/10.1109/iccv48922.2021.01545)**Tianqiang Zhu, Rina Wu, Xiangbo Lin et al.*51 citations*
816. **[Video Pose Distillation for Few-Shot, Fine-Grained Sports Action Recognition ↗](https://doi.org/10.1109/iccv48922.2021.00912)**James Won‐Ki Hong, Matthew Fisher, Michaël Gharbi et al.*51 citations*
817. **[Wanderlust: Online Continual Object Detection in the Real World ↗](https://doi.org/10.1109/iccv48922.2021.01065)**Jianren Wang, Xin Wang, Yue Shangguan et al.*51 citations*
818. **[Adversarial VQA: A New Benchmark for Evaluating the Robustness of VQA Models ↗](https://doi.org/10.1109/iccv48922.2021.00205)**Linjie Li, Jie Lei, Zhe Gan et al.*50 citations*
819. **[Boundary-sensitive Pre-training for Temporal Localization in Videos ↗](https://doi.org/10.1109/iccv48922.2021.00713)**Mengmeng Xu, Juan-Manuel Pérez-Rúa, Victor A Escorcia et al.*50 citations*
820. **[Discriminative Region-based Multi-Label Zero-Shot Learning ↗](https://doi.org/10.1109/iccv48922.2021.00861)**Sanath Narayan, Akshita Gupta, Salman Hameed Khan et al.*50 citations*
821. **[Else-Net: Elastic Semantic Network for Continual Action Recognition from Skeleton Data ↗](https://doi.org/10.1109/iccv48922.2021.01318)**Tianjiao Li, Qiuhong Ke, Hossein Rahmani et al.*50 citations*
822. **[Learning Anchored Unsigned Distance Functions with Gradient Direction Alignment for Single-view Garment Reconstruction ↗](https://doi.org/10.1109/iccv48922.2021.01244)**Fang Zhao, Wenhao Wang, Shengcai Liao et al.*50 citations*
823. **[Localized Simple Multiple Kernel K-means ↗](https://doi.org/10.1109/iccv48922.2021.00916)**Xinwang Liu, Sihang Zhou, Li Liu et al.*50 citations*
824. **[NeuSpike-Net: High Speed Video Reconstruction via Bio-inspired Neuromorphic Cameras ↗](https://doi.org/10.1109/iccv48922.2021.00240)**Lin Zhu, Jianing Li, Xiao Wang et al.*50 citations*
825. **[PU-EVA: An Edge-Vector based Approximation Solution for Flexible-scale Point Cloud Upsampling ↗](https://doi.org/10.1109/iccv48922.2021.01590)**Luqing Luo, Lulu Tang, Wanyi Zhou et al.*50 citations*
826. **[Support-Set Based Cross-Supervision for Video Grounding ↗](https://doi.org/10.1109/iccv48922.2021.01137)**Xinpeng Ding, Nannan Wang, Shiwei Zhang et al.*50 citations*
827. **[T-SVDNet: Exploring High-Order Prototypical Correlations for Multi-Source Domain Adaptation ↗](https://doi.org/10.1109/iccv48922.2021.00984)**Ruihuang Li, Xu Jia, Jianzhong He et al.*50 citations*
828. **[3D Building Reconstruction from Monocular Remote Sensing Images ↗](https://doi.org/10.1109/iccv48922.2021.01232)**Weijia Li, Lingxuan Meng, Jinwang Wang et al.*49 citations*
829. **[A Closer Look at Rotation-invariant Deep Point Cloud Analysis ↗](https://doi.org/10.1109/iccv48922.2021.01591)**Feiran Li, Kent Fujiwara, Fumio Okura et al.*49 citations*
830. **[Benchmarking Ultra-High-Definition Image Super-resolution ↗](https://doi.org/10.1109/iccv48922.2021.01450)**Kaihao Zhang, Dongxu Li, Wenhan Luo et al.*49 citations*
831. **[CDS: Cross-Domain Self-supervised Pre-training ↗](https://doi.org/10.1109/iccv48922.2021.00899)**Donghyun Kim, Kuniaki Saito, Tae-Hyun Oh et al.*49 citations*
832. **[Cloud Transformers: A Universal Approach To Point Cloud Processing Tasks ↗](https://doi.org/10.1109/iccv48922.2021.01054)**Kirill Mazur, Victor Lempitsky*49 citations*
833. **[Crowd Counting With Partial Annotations in an Image ↗](https://doi.org/10.1109/iccv48922.2021.01528)**Yanyu Xu, Ziming Zhong, Dongze Lian et al.*49 citations*
834. **[MGNet: Monocular Geometric Scene Understanding for Autonomous Driving ↗](https://doi.org/10.1109/iccv48922.2021.01551)**Markus Schön, Michael Buchholz, Klaus Dietmayer*49 citations*
835. **[Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00894)**Antoine Saporta, Tuan-Hung Vu, Matthieu Cord et al.*49 citations*
836. **[PR-GCN: A Deep Graph Convolutional Network with Point Refinement for 6D Pose Estimation ↗](https://doi.org/10.1109/iccv48922.2021.00279)**Guangyuan Zhou, Huiqun Wang, Jiaxin Chen et al.*49 citations*
837. **[PlaneTR: Structure-Guided Transformers for 3D Plane Recovery ↗](https://doi.org/10.1109/iccv48922.2021.00415)**Bin Tan, Nan Xue, Song Bai et al.*49 citations*
838. **[SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00942)**Jiaxin Cheng, Soumyaroop Nandi, Prem Natarajan et al.*49 citations*
839. **[Shape-aware Multi-Person Pose Estimation from Multi-View Images ↗](https://doi.org/10.1109/iccv48922.2021.01097)**Zijian Dong, Jie Song, Xu Chen et al.*49 citations*
840. **[TRiPOD: Human Trajectory and Pose Dynamics Forecasting in the Wild ↗](https://doi.org/10.1109/iccv48922.2021.01314)**Vida Adeli, Mahsa Ehsanpour, Ian D. Reid et al.*49 citations*
841. **[Trash to Treasure: Harvesting OOD Data with Cross-Modal Matching for Open-Set Semi-Supervised Learning ↗](https://doi.org/10.1109/iccv48922.2021.00820)**Junkai Huang, Chaowei Fang, Weikai Chen et al.*49 citations*
842. **[Adaptive Curriculum Learning ↗](https://doi.org/10.1109/iccv48922.2021.00502)**Yajing Kong, Liu Liu, Wang Jun et al.*48 citations*
843. **[AdvRush: Searching for Adversarially Robust Neural Architectures ↗](https://doi.org/10.1109/iccv48922.2021.01210)**Jisoo Mok, Byunggook Na, Hyeokjun Choe et al.*48 citations*
844. **[Can Scale-Consistent Monocular Depth Be Learned in a Self-Supervised Scale-Invariant Manner? ↗](https://doi.org/10.1109/iccv48922.2021.01249)**Lijun Wang, Yifan Wang, Linzhao Wang et al.*48 citations*
845. **[Contact-Aware Retargeting of Skinned Motion ↗](https://doi.org/10.1109/iccv48922.2021.00958)**Ruben Villegas, Duygu Ceylan, Aaron Hertzmann et al.*48 citations*
846. **[DRINet: A Dual-Representation Iterative Learning Network for Point Cloud Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00735)**Maosheng Ye, Shuangjie Xu, Tongyi Cao et al.*48 citations*
847. **[FloorPlanCAD: A Large-Scale CAD Drawing Dataset for Panoptic Symbol Spotting ↗](https://doi.org/10.1109/iccv48922.2021.00997)**Zhiwen Fan, Lingjie Zhu, Honghua Li et al.*48 citations*
848. **[GarmentNets: Category-Level Pose Estimation for Garments via Canonical Space Shape Completion ↗](https://doi.org/10.1109/iccv48922.2021.00331)**Cheng Chi, Shuran Song*48 citations*
849. **[Learning RAW-to-sRGB Mappings with Inaccurately Aligned Supervision ↗](https://doi.org/10.1109/iccv48922.2021.00431)**Zhilu Zhang, Haolin Wang, Ming Liu et al.*48 citations*
850. **[Multi-Source Domain Adaptation for Object Detection ↗](https://doi.org/10.1109/iccv48922.2021.00326)**Xingxu Yao, Sicheng Zhao, Pengfei Xu et al.*48 citations*
851. **[Multispectral illumination estimation using deep unrolling network ↗](https://doi.org/10.1109/iccv48922.2021.00267)**Yuqi Li, Qiang Fu, Wolfgang Heidrich*48 citations*
852. **[On Compositions of Transformations in Contrastive Self-Supervised Learning ↗](https://doi.org/10.1109/iccv48922.2021.00944)**Mandela Patrick, Yuki M. Asano, Polina Kuznetsova et al.*48 citations*
853. **[On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors ↗](https://doi.org/10.1109/iccv48922.2021.01290)**Osama Makansi, Özgün Çiçek, Yassine Marrakchi et al.*48 citations*
854. **[RandomRooms: Unsupervised Pre-training from Synthetic Shapes and Randomized Layouts for 3D Object Detection ↗](https://doi.org/10.1109/iccv48922.2021.00327)**Yongming Rao, Benlin Liu, Yi Wei et al.*48 citations*
855. **[SLIDE: Single Image 3D Photography with Soft Layering and Depth-aware Inpainting ↗](https://doi.org/10.1109/iccv48922.2021.01229)**Varun Jampani, Huiwen Chang, Kyle Sargent et al.*48 citations*
856. **[Scribble-Supervised Semantic Segmentation Inference ↗](https://doi.org/10.1109/iccv48922.2021.01507)**Jingshan Xu, Chuanwei Zhou, Zhen Cui et al.*48 citations*
857. **[Scribble-Supervised Semantic Segmentation by Uncertainty Reduction on Neural Representation and Self-Supervision on Neural Eigenspace ↗](https://doi.org/10.1109/iccv48922.2021.00732)**Zhiyi Pan, Peng Jiang, Yunhai Wang et al.*48 citations*
858. **[Self-supervised Geometric Features Discovery via Interpretable Attention for Vehicle Re-Identification and Beyond ↗](https://doi.org/10.1109/iccv48922.2021.00026)**Ming Li, Xinming Huang, Ziming Zhang*48 citations*
859. **[VideoLT: Large-scale Long-tailed Video Recognition ↗](https://doi.org/10.1109/iccv48922.2021.00786)**Xing Zhang, Zuxuan Wu, Zejia Weng et al.*48 citations*
860. **[Defocus Map Estimation and Deblurring from a Single Dual-Pixel Image ↗](https://doi.org/10.1109/iccv48922.2021.00223)**Shumian Xin, Neal Wadhwa, Tianfan Xue et al.*47 citations*
861. **[Disentangled High Quality Salient Object Detection ↗](https://doi.org/10.1109/iccv48922.2021.00356)**Lv Tang Bo Li, Yijie Zhong, Shouhong Ding et al.*47 citations*
862. **[Explainable Person Re-Identification with Attribute-guided Metric Distillation ↗](https://doi.org/10.1109/iccv48922.2021.01160)**Xiaodong Chen, Xinchen Liu, Wu Liu et al.*47 citations*
863. **[Fast Light-field Disparity Estimation with Multi-disparity-scale Cost Aggregation ↗](https://doi.org/10.1109/iccv48922.2021.00626)**Zhicong Huang, Xuemei Hu, Zhou Xue et al.*47 citations*
864. **[Learning with Noisy Labels for Robust Point Cloud Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00638)**Shuquan Ye, Dongdong Chen, Songfang Han et al.*47 citations*
865. **[MAAS: Multi-modal Assignation for Active Speaker Detection ↗](https://doi.org/10.1109/iccv48922.2021.00033)**Juan León Alcázar, Fabian Caba Heilbron, Ali Thabet et al.*47 citations*
866. **[PointBA: Towards Backdoor Attacks in 3D Point Cloud ↗](https://doi.org/10.1109/iccv48922.2021.01618)**Xinke Li, Zhirui Chen, Yue Zhao et al.*47 citations*
867. **[Warp Consistency for Unsupervised Learning of Dense Correspondences ↗](https://doi.org/10.1109/iccv48922.2021.01018)**Prune Truong, Martin Danelljan, Fisher Yu et al.*47 citations*
868. **[ASCNet: Self-supervised Video Representation Learning with Appearance-Speed Consistency ↗](https://doi.org/10.1109/iccv48922.2021.00799)**Deng Yuan Huang, Wenhao Wu, Wei-Wen Hu et al.*46 citations*
869. **[Deep Relational Metric Learning ↗](https://doi.org/10.1109/iccv48922.2021.01185)**Wenzhao Zheng, Borui Zhang, Jiwen Lu et al.*46 citations*
870. **[LSG-CPD: Coherent Point Drift with Local Surface Geometry for Point Cloud Registration ↗](https://doi.org/10.1109/iccv48922.2021.01501)**Weixiao Liu, Hongtao Wu, Gregory S. Chirikjian*46 citations*
871. **[Online Multi-Granularity Distillation for GAN Compression ↗](https://doi.org/10.1109/iccv48922.2021.00672)**Yuxi Ren, Jie Wu, Xuefeng Xiao et al.*46 citations*
872. **[Orthogonal Jacobian Regularization for Unsupervised Disentanglement in Image Generation ↗](https://doi.org/10.1109/iccv48922.2021.00665)**Yuxiang Wei, Yupeng Shi, Xiao Liu et al.*46 citations*
873. **[Point-Based Modeling of Human Clothing ↗](https://doi.org/10.1109/iccv48922.2021.01445)**Ilya Zakharkin, Kirill Mazur, Artur Grigorev et al.*46 citations*
874. **[Rank & Sort Loss for Object Detection and Instance Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00300)**Kemal Öksüz, Barış Can Çam, Emre Akbaş et al.*46 citations*
875. **[SGMNet: Learning Rotation-Invariant Point Cloud Representations via Sorted Gram Matrix ↗](https://doi.org/10.1109/iccv48922.2021.01030)**Jianyun Xu, Xin Tang, Zhu Yushi et al.*46 citations*
876. **[StereOBJ-1M: Large-scale Stereo Image Dataset for 6D Object Pose Estimation ↗](https://doi.org/10.1109/iccv48922.2021.01069)**Xingyu Liu, Shun Iwase, Kris Kitani*46 citations*
877. **[Superpoint Network for Point Cloud Oversegmentation ↗](https://doi.org/10.1109/iccv48922.2021.00546)**Le Hui, Yuan Jia, Mingmei Cheng et al.*46 citations*
878. **[Uniformity in Heterogeneity: Diving Deep into Count Interval Partition for Crowd Counting ↗](https://doi.org/10.1109/iccv48922.2021.00322)**Changan Wang, Qingyu Song, Boshen Zhang et al.*46 citations*
879. **[WarpedGANSpace: Finding non-linear RBF paths in GAN latent space ↗](https://doi.org/10.1109/iccv48922.2021.00633)**Christos Tzelepis, Georgios Tzimiropoulos, Ioannis Patras*46 citations*
880. **[An Asynchronous Kalman Filter for Hybrid Event Cameras ↗](https://doi.org/10.1109/iccv48922.2021.00050)**Ziwei Wang, Yonhon Ng, Cedric Scheerlinck et al.*45 citations*
881. **[Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations ↗](https://doi.org/10.1109/iccv48922.2021.00109)**Pau Rodríguez, Massimo Caccia, Alexandre Lacoste et al.*45 citations*
882. **[Domain Adaptive Video Segmentation via Temporal Consistency Regularization ↗](https://doi.org/10.1109/iccv48922.2021.00795)**Dayan Guan, Jiaxing Huang, Aoran Xiao et al.*45 citations*
883. **[MixMo: Mixing Multiple Inputs for Multiple Outputs via Deep Subnetworks ↗](https://doi.org/10.1109/iccv48922.2021.00086)**Alexandre Ramé, Rémy Sun, Matthieu Cord*45 citations*
884. **[STEM: An approach to Multi-source Domain Adaptation with Guarantees ↗](https://doi.org/10.1109/iccv48922.2021.00922)**Van-Anh Nguyen, Tuan Dung Nguyen, Trung Le et al.*45 citations*
885. **[StarEnhancer: Learning Real-Time and Style-Aware Image Enhancement ↗](https://doi.org/10.1109/iccv48922.2021.00409)**Yuda Song, Hui Qian, Xin Du*45 citations*
886. **[COMISR: Compression-Informed Video Super-Resolution ↗](https://doi.org/10.1109/iccv48922.2021.00254)**Yinxiao Li, Pengchong Jin, Feng Yu Yang et al.*44 citations*
887. **[CTRL-C: Camera calibration TRansformer with Line-Classification ↗](https://doi.org/10.1109/iccv48922.2021.01592)**Jinwoo Lee, Hyunsung Go, Hyunjoon Lee et al.*44 citations*
888. **[DCT-SNN: Using DCT to Distribute Spatial Information over Time for Low-Latency Spiking Neural Networks ↗](https://doi.org/10.1109/iccv48922.2021.00463)**Isha Garg, Sayeed Shafayet Chowdhury, Kaushik Roy*44 citations*
889. **[Extending Neural P-frame Codecs for B-frame Coding ↗](https://doi.org/10.1109/iccv48922.2021.00661)**Reza Pourreza, Taco Cohen*44 citations*
890. **[Image2Reverb: Cross-Modal Reverb Impulse Response Synthesis ↗](https://doi.org/10.1109/iccv48922.2021.00035)**Nikhil Pratap Singh, Jeff Mentch, Jerry Ng et al.*44 citations*
891. **[LabOR: Labeling Only if Required for Domain Adaptive Semantic Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00847)**Inkyu Shin, Dong-Jin Kim, Jae Won Cho et al.*44 citations*
892. **[RFNet: Recurrent Forward Network for Dense Point Cloud Completion ↗](https://doi.org/10.1109/iccv48922.2021.01228)**Tianxin Huang, Hao Zou, Jinhao Cui et al.*44 citations*
893. **[BuildingNet: Learning to Label 3D Buildings ↗](https://doi.org/10.1109/iccv48922.2021.01023)**Pratheba Selvaraju, Mohamed Nabail, Marios Loizou et al.*43 citations*
894. **[DeepPanoContext: Panoramic 3D Scene Understanding with Holistic Scene Context Graph and Relation-based Optimization ↗](https://doi.org/10.1109/iccv48922.2021.01240)**Cheng Zhang, Zhaopeng Cui, Cai Chen et al.*43 citations*
895. **[Detection and Continual Learning of Novel Face Presentation Attacks ↗](https://doi.org/10.1109/iccv48922.2021.01458)**Mohammad Ghomi Rostami, Leonidas Spinoulas, Mohamed E. Hussein et al.*43 citations*
896. **[Explain Me the Painting: Multi-Topic Knowledgeable Art Description Generation ↗](https://doi.org/10.1109/iccv48922.2021.00537)**Zechen Bai, Yuta Nakashima, Noa García*43 citations*
897. **[Improving robustness against common corruptions with frequency biased models ↗](https://doi.org/10.1109/iccv48922.2021.01005)**Tonmoy Saikia, Cordelia Schmid, Thomas Brox*43 citations*
898. **[Learned Spatial Representations for Few-shot Talking-Head Synthesis ↗](https://doi.org/10.1109/iccv48922.2021.01357)**Moustafa Meshry, Saksham Suri, Larry Steven Davis et al.*43 citations*
899. **[Learning an Augmented RGB Representation with Cross-Modal Knowledge Distillation for Action Detection ↗](https://doi.org/10.1109/iccv48922.2021.01281)**Rui Dai, Srijan Das, François Brémond*43 citations*
900. **[Mutual Supervision for Dense Object Detection ↗](https://doi.org/10.1109/iccv48922.2021.00362)**Ziteng Gao, Limin Wang, Gangshan Wu*43 citations*

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