---
title: "ICCV 2021 — all accepted papers, page 7 — the most cited first"
description: "All 1,615 papers of ICCV 2021 · page 7 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 7 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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601. **[Generalized and Incremental Few-Shot Learning by Explicit Learning and Calibration without Forgetting ↗](https://doi.org/10.1109/iccv48922.2021.00889)**Anna Kukleva, Hilde Kuehne, Bernt Schiele*73 citations*
602. **[Grafit: Learning fine-grained image representations with coarse labels ↗](https://doi.org/10.1109/iccv48922.2021.00091)**Hugo Touvron, Alexandre Sablayrolles, Matthijs Douze et al.*73 citations*
603. **[Improving Contrastive Learning by Visualizing Feature Transformation ↗](https://doi.org/10.1109/iccv48922.2021.01014)**Rui Zhu, Bingchen Zhao, Jingen Liu et al.*73 citations*
604. **[Learning to Generate Scene Graph from Natural Language Supervision ↗](https://doi.org/10.1109/iccv48922.2021.00184)**Yiwu Zhong, Jing Shi, Jianwei Yang et al.*73 citations*
605. **[P2-Net: Joint Description and Detection of Local Features for Pixel and Point Matching ↗](https://doi.org/10.1109/iccv48922.2021.01570)**Bing Wang, Changhao Chen, Zhaopeng Cui et al.*73 citations*
606. **[RINDNet: Edge Detection for Discontinuity in Reflectance, Illumination, Normal and Depth ↗](https://doi.org/10.1109/iccv48922.2021.00680)**Mengyang Pu, Yaping Huang, Qingji Guan et al.*73 citations*
607. **[SLIM: Self-Supervised LiDAR Scene Flow and Motion Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.01288)**Stefan Andreas Baur, David Emmerichs, Frank Moosmann et al.*73 citations*
608. **[Zero-Shot Day-Night Domain Adaptation with a Physics Prior ↗](https://doi.org/10.1109/iccv48922.2021.00436)**Attila Lengyel, Sourav Garg, Michael John Milford et al.*73 citations*
609. **[M3D-VTON: A Monocular-to-3D Virtual Try-On Network ↗](https://doi.org/10.1109/iccv48922.2021.01299)**Fuwei Zhao, Zhenyu Xie, Michael Kampffmeyer et al.*72 citations*
610. **[On Generating Transferable Targeted Perturbations ↗](https://doi.org/10.1109/iccv48922.2021.00761)**Muzammal Naseer, Salman Hameed Khan, Munawar Hayat et al.*72 citations*
611. **[ReDAL: Region-based and Diversity-aware Active Learning for Point Cloud Semantic Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.01522)**Tsung-Han Wu, Yueh-Cheng Liu, Yu–Kai Huang et al.*72 citations*
612. **[Spatial and Semantic Consistency Regularizations for Pedestrian Attribute Recognition ↗](https://doi.org/10.1109/iccv48922.2021.00100)**Jian Jia, Xiaotang Chen, Kaiqi Huang*72 citations*
613. **[Target Adaptive Context Aggregation for Video Scene Graph Generation ↗](https://doi.org/10.1109/iccv48922.2021.01343)**Yao Teng, Limin Wang, Zhifeng Li et al.*72 citations*
614. **[VMNet: Voxel-Mesh Network for Geodesic-Aware 3D Semantic Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.01520)**Zeyu Hu, Xuyang Bai, Jiaxiang Shang et al.*72 citations*
615. **[A Broad Study on the Transferability of Visual Representations with Contrastive Learning ↗](https://doi.org/10.1109/iccv48922.2021.00872)**Ashraful Islam, Chun-Fu Chen, Rameswar Panda et al.*71 citations*
616. **[Accelerating Atmospheric Turbulence Simulation via Learned Phase-to-Space Transform ↗](https://doi.org/10.1109/iccv48922.2021.01449)**Zhiyuan Mao, Nicholas Chimitt, Stanley H. Chan*71 citations*
617. **[Full-Body Motion from a Single Head-Mounted Device: Generating SMPL Poses from Partial Observations ↗](https://doi.org/10.1109/iccv48922.2021.01148)**Andrea Dittadi, Sebastian Dziadzio, Darren P. Cosker et al.*71 citations*
618. **[Generative Layout Modeling using Constraint Graphs ↗](https://doi.org/10.1109/iccv48922.2021.00662)**Wamiq Reyaz Para, Paul Guerrero, Tom Kelly et al.*71 citations*
619. **[HIRE-SNN: Harnessing the Inherent Robustness of Energy-Efficient Deep Spiking Neural Networks by Training with Crafted Input Noise ↗](https://doi.org/10.1109/iccv48922.2021.00516)**Souvik Kundu, Massoud Pedram, Peter A. Beerel*71 citations*
620. **[Learning Frequency-aware Dynamic Network for Efficient Super-Resolution ↗](https://doi.org/10.1109/iccv48922.2021.00427)**Wenbin Xie, Dehua Song, Chang Xu et al.*71 citations*
621. **[Multimodal Clustering Networks for Self-supervised Learning from Unlabeled Videos ↗](https://doi.org/10.1109/iccv48922.2021.00791)**Brian Chen, Andrew Rouditchenko, Kevin Duarte et al.*71 citations*
622. **[Partner-Assisted Learning for Few-Shot Image Classification ↗](https://doi.org/10.1109/iccv48922.2021.01040)**Jiawei Ma, Hanchen Xie, Guangxing Han et al.*71 citations*
623. **[Stochastic Partial Swap: Enhanced Model Generalization and Interpretability for Fine-grained Recognition ↗](https://doi.org/10.1109/iccv48922.2021.00066)**Shaoli Huang, Xinchao Wang, Dacheng Tao*71 citations*
624. **[Task-aware Part Mining Network for Few-Shot Learning ↗](https://doi.org/10.1109/iccv48922.2021.00832)**Jiamin Wu, Tianzhu Zhang, Yongdong Zhang et al.*71 citations*
625. **[CrossNorm and SelfNorm for Generalization under Distribution Shifts ↗](https://doi.org/10.1109/iccv48922.2021.00012)**Zhiqiang Tang, Yunhe Gao, Yi Zhu et al.*70 citations*
626. **[Dense Interaction Learning for Video-based Person Re-identification ↗](https://doi.org/10.1109/iccv48922.2021.00152)**Tianyu He, Xin Jin, Xu Shen et al.*70 citations*
627. **[I2UV-HandNet: Image-to-UV Prediction Network for Accurate and High-fidelity 3D Hand Mesh Modeling ↗](https://doi.org/10.1109/iccv48922.2021.01269)**Ping Chen, Yujin Chen, Dong Yang et al.*70 citations*
628. **[Iterative label cleaning for transductive and semi-supervised few-shot learning ↗](https://doi.org/10.1109/iccv48922.2021.00863)**Michalis Lazarou, Tania Stathaki, Yannis Avrithis*70 citations*
629. **[Learning Motion-Appearance Co-Attention for Zero-Shot Video Object Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00159)**Shu Yang, Lu Zhang, Jinqing Qi et al.*70 citations*
630. **[ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment ↗](https://doi.org/10.1109/iccv48922.2021.00307)**Yangyu Huang, Hao Yang, Chong Li et al.*69 citations*
631. **[D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations ↗](https://doi.org/10.1109/iccv48922.2021.01335)**Sanath Narayan, Hisham Cholakkal, Munawar Hayat et al.*69 citations*
632. **[Data-free Universal Adversarial Perturbation and Black-box Attack ↗](https://doi.org/10.1109/iccv48922.2021.00777)**Chaoning Zhang, Philipp Benz, Adil Karjauv et al.*69 citations*
633. **[Domain-Aware Universal Style Transfer ↗](https://doi.org/10.1109/iccv48922.2021.01434)**Kibeom Hong, Seogkyu Jeon, Huan Yang et al.*69 citations*
634. **[Gradient Normalization for Generative Adversarial Networks ↗](https://doi.org/10.1109/iccv48922.2021.00631)**Yi-Lun Wu, Hong-Han Shuai, Zhi Rui Tam et al.*69 citations*
635. **[HandFoldingNet: A 3D Hand Pose Estimation Network Using Multiscale-Feature Guided Folding of a 2D Hand Skeleton ↗](https://doi.org/10.1109/iccv48922.2021.01107)**Wencan Cheng, Jae Hyun Park, Jong Hwan Ko*69 citations*
636. **[ProFlip: Targeted Trojan Attack with Progressive Bit Flips ↗](https://doi.org/10.1109/iccv48922.2021.00762)**Huili Chen, Cheng Fu, Jishen Zhao et al.*69 citations*
637. **[RDA: Robust Domain Adaptation via Fourier Adversarial Attacking ↗](https://doi.org/10.1109/iccv48922.2021.00886)**Jiaxing Huang, Dayan Guan, Aoran Xiao et al.*69 citations*
638. **[Refining Action Segmentation with Hierarchical Video Representations ↗](https://doi.org/10.1109/iccv48922.2021.01599)**Hyemin Ahn, Dongheui Lee*69 citations*
639. **[Rethinking Self-supervised Correspondence Learning: A Video Frame-level Similarity Perspective ↗](https://doi.org/10.1109/iccv48922.2021.00992)**Jiarui Xu, Xiaolong Wang*69 citations*
640. **[Semi-Supervised Active Learning with Temporal Output Discrepancy ↗](https://doi.org/10.1109/iccv48922.2021.00343)**Siyu Huang, Tianyang Wang, Haoyi Xiong et al.*69 citations*
641. **[Speech Drives Templates: Co-Speech Gesture Synthesis with Learned Templates ↗](https://doi.org/10.1109/iccv48922.2021.01089)**Shenhan Qian, Zhi Tu, Yihao Zhi et al.*69 citations*
642. **[3DStyleNet: Creating 3D Shapes with Geometric and Texture Style Variations ↗](https://doi.org/10.1109/iccv48922.2021.01223)**Kangxue Yin, Jun Gao, Maria Shugrina et al.*68 citations*
643. **[A Unified 3D Human Motion Synthesis Model via Conditional Variational Auto-Encoder ↗](https://doi.org/10.1109/iccv48922.2021.01144)**Yujun Cai, Yiwei Wang, Yiheng Zhu et al.*68 citations*
644. **[Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00940)**Donghyeon Baek, Youngmin Oh, Bumsub Ham*68 citations*
645. **[Few-Shot Semantic Segmentation with Cyclic Memory Network ↗](https://doi.org/10.1109/iccv48922.2021.00720)**Guo-Sen Xie, Huan Xiong, Jie Liu et al.*68 citations*
646. **[Point-set Distances for Learning Representations of 3D Point Clouds ↗](https://doi.org/10.1109/iccv48922.2021.01031)**Trung V. Nguyen, Quang-Hieu Pham, Tam Le et al.*68 citations*
647. **[Sketch Your Own GAN ↗](https://doi.org/10.1109/iccv48922.2021.01379)**Sheng-Yu Wang, David Anthony Bau, Jun-Yan Zhu*68 citations*
648. **[Tripartite Information Mining and Integration for Image Matting ↗](https://doi.org/10.1109/iccv48922.2021.00746)**Yuhao Liu, Jiake Xie, Xiao Fei Shi et al.*68 citations*
649. **[VolumeFusion: Deep Depth Fusion for 3D Scene Reconstruction ↗](https://doi.org/10.1109/iccv48922.2021.01578)**Jaesung Choe, Sunghoon Im, François Rameau et al.*68 citations*
650. **[Webly Supervised Fine-Grained Recognition: Benchmark Datasets and An Approach ↗](https://doi.org/10.1109/iccv48922.2021.01043)**Zeren Sun, Yazhou Yao, Xiu-Shen Wei et al.*68 citations*
651. **[A General Recurrent Tracking Framework without Real Data ↗](https://doi.org/10.1109/iccv48922.2021.01297)**Shuai Wang, Hao Sheng, Yang Zhang et al.*67 citations*
652. **[Compressing Visual-linguistic Model via Knowledge Distillation ↗](https://doi.org/10.1109/iccv48922.2021.00146)**Zhiyuan Fang, Jianfeng Wang, Xiaowei Hu et al.*67 citations*
653. **[Learning Inner-Group Relations on Point Clouds ↗](https://doi.org/10.1109/iccv48922.2021.01519)**Haoxi Ran, Wei Zhuo, Jun 军 Liu 刘 et al.*67 citations*
654. **[Sparse-to-dense Feature Matching: Intra and Inter domain Cross-modal Learning in Domain Adaptation for 3D Semantic Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00702)**Duo Peng, Yinjie Lei, Wen Li et al.*67 citations*
655. **[e-ViL: A Dataset and Benchmark for Natural Language Explanations in Vision-Language Tasks ↗](https://doi.org/10.1109/iccv48922.2021.00128)**Maxime Kayser, Oana-Maria Camburu, Leonard Salewski et al.*67 citations*
656. **[Deep Symmetric Network for Underexposed Image Enhancement with Recurrent Attentional Learning ↗](https://doi.org/10.1109/iccv48922.2021.01186)**Lin Zhao, Shao-Ping Lu, Tao Chen et al.*66 citations*
657. **[From Contexts to Locality: Ultra-high Resolution Image Segmentation via Locality-aware Contextual Correlation ↗](https://doi.org/10.1109/iccv48922.2021.00716)**Qi Li, Weixiang Yang, Wenxi Liu et al.*66 citations*
658. **[Improving Neural Network Efficiency via Post-training Quantization with Adaptive Floating-Point ↗](https://doi.org/10.1109/iccv48922.2021.00523)**Fangxin Liu, Wenbo Zhao, Zhezhi He et al.*66 citations*
659. **[Learning Conditional Knowledge Distillation for Degraded-Reference Image Quality Assessment ↗](https://doi.org/10.1109/iccv48922.2021.01008)**Heliang Zheng, Huan Yang, Jianlong Fu et al.*66 citations*
660. **[Learning a Sketch Tensor Space for Image Inpainting of Man-made Scenes ↗](https://doi.org/10.1109/iccv48922.2021.01424)**Chenjie Cao, Yanwei Fu*66 citations*
661. **[PCAM: Product of Cross-Attention Matrices for Rigid Registration of Point Clouds ↗](https://doi.org/10.1109/iccv48922.2021.01298)**Anh-Quan Cao, Gilles Puy, Alexandre Boulch et al.*66 citations*
662. **[Patch Craft: Video Denoising by Deep Modeling and Patch Matching ↗](https://doi.org/10.1109/iccv48922.2021.00216)**Gregory Vaksman, Michael Elad, Peyman Milanfar*66 citations*
663. **[Worldsheet: Wrapping the World in a 3D Sheet for View Synthesis from a Single Image ↗](https://doi.org/10.1109/iccv48922.2021.01230)**Ronghang Hu, Nikhila Ravi, Alexander C. Berg et al.*66 citations*
664. **[A Backdoor Attack against 3D Point Cloud Classifiers ↗](https://doi.org/10.1109/iccv48922.2021.00750)**Zhen James Xiang, David Jonathan Miller, Siheng Chen et al.*65 citations*
665. **[AdaSGN: Adapting Joint Number and Model Size for Efficient Skeleton-Based Action Recognition ↗](https://doi.org/10.1109/iccv48922.2021.01316)**Lei Shi, Yifan Zhang, Jian Cheng et al.*65 citations*
666. **[Class Semantics-based Attention for Action Detection ↗](https://doi.org/10.1109/iccv48922.2021.01348)**Deepak Sridhar, Niamul Quader, Srikanth Muralidharan et al.*65 citations*
667. **[Digging into Uncertainty in Self-supervised Multi-view Stereo ↗](https://doi.org/10.1109/iccv48922.2021.00602)**Hongbin Xu, Zhipeng Zhou, Yali Wang et al.*65 citations*
668. **[Labels4Free: Unsupervised Segmentation using StyleGAN ↗](https://doi.org/10.1109/iccv48922.2021.01371)**Rameen Abdal, Peihao Zhu, Niloy J. Mitra et al.*65 citations*
669. **[Learning Indoor Inverse Rendering with 3D Spatially-Varying Lighting ↗](https://doi.org/10.1109/iccv48922.2021.01231)**Zian Wang, Jonah Philion, Sanja Fidler et al.*65 citations*
670. **[Occluded Person Re-Identification with Single-scale Global Representations ↗](https://doi.org/10.1109/iccv48922.2021.01166)**Yan Cheng, Guansong Pang, Jile Jiao et al.*65 citations*
671. **[Online Refinement of Low-level Feature Based Activation Map for Weakly Supervised Object Localization ↗](https://doi.org/10.1109/iccv48922.2021.00020)**Jinheng Xie, Cheng Luo, Xiangping Zhu et al.*65 citations*
672. **[Personalized Trajectory Prediction via Distribution Discrimination ↗](https://doi.org/10.1109/iccv48922.2021.01529)**Guangyi Chen, Junlong Li, Nuoxing Zhou et al.*65 citations*
673. **[PixelSynth: Generating a 3D-Consistent Experience from a Single Image ↗](https://doi.org/10.1109/iccv48922.2021.01384)**Chris Rockwell, David F. Fouhey, Justin M. Johnson*65 citations*
674. **[Robust Small-scale Pedestrian Detection with Cued Recall via Memory Learning ↗](https://doi.org/10.1109/iccv48922.2021.00304)**Jung Uk Kim, Sungjune Park, Yong Man Ro*65 citations*
675. **[THDA: Treasure Hunt Data Augmentation for Semantic Navigation ↗](https://doi.org/10.1109/iccv48922.2021.01509)**Oleksandr Maksymets, Vincent Cartillier, Aaron Gokaslan et al.*65 citations*
676. **[Fooling LiDAR Perception via Adversarial Trajectory Perturbation ↗](https://doi.org/10.1109/iccv48922.2021.00780)**Yiming Li, Congcong Wen, Felix Juefei-Xu et al.*64 citations*
677. **[Geometry-Free View Synthesis: Transformers and no 3D Priors ↗](https://doi.org/10.1109/iccv48922.2021.01409)**Robin Rombach, Patrick Esser, Björn Ommer*64 citations*
678. **[Graph-to-3D: End-to-End Generation and Manipulation of 3D Scenes Using Scene Graphs ↗](https://doi.org/10.1109/iccv48922.2021.01604)**Helisa Dhamo, Fabian Manhardt, Nassir Navab et al.*64 citations*
679. **[Learning Cross-Modal Contrastive Features for Video Domain Adaptation ↗](https://doi.org/10.1109/iccv48922.2021.01336)**Donghyun Kim, Yi–Hsuan Tsai, Bingbing Zhuang et al.*64 citations*
680. **[MLVSNet: Multi-level Voting Siamese Network for 3D Visual Tracking ↗](https://doi.org/10.1109/iccv48922.2021.00309)**Zhoutao Wang, Qian Xie, Yu‐Kun Lai et al.*64 citations*
681. **[Synthesized Feature based Few-Shot Class-Incremental Learning on a Mixture of Subspaces ↗](https://doi.org/10.1109/iccv48922.2021.00854)**Ali Cheraghian, Shafin Rahman, Sameera Ramasinghe et al.*64 citations*
682. **[A New Journey from SDRTV to HDRTV ↗](https://doi.org/10.1109/iccv48922.2021.00446)**Xiangyu Chen, Zhengwen Zhang, Jimmy Ren et al.*63 citations*
683. **[Adversarial Attacks On Multi-Agent Communication ↗](https://doi.org/10.1109/iccv48922.2021.00767)**James Tu, Tsun-Hsuan Wang, Jingkang Wang et al.*63 citations*
684. **[Cross-Camera Convolutional Color Constancy ↗](https://doi.org/10.1109/iccv48922.2021.00199)**Mahmoud Afifi, Jonathan T. Barron, Chloe LeGendre et al.*63 citations*
685. **[Distilling Holistic Knowledge with Graph Neural Networks ↗](https://doi.org/10.1109/iccv48922.2021.01022)**Sheng Zhou, Yucheng Wang, Defang Chen et al.*63 citations*
686. **[Efficient Video Compression via Content-Adaptive Super-Resolution ↗](https://doi.org/10.1109/iccv48922.2021.00448)**Mehrdad Khani, Vibhaalakshmi Sivaraman, Mohammad Alizadeh*63 citations*
687. **[Foreground Activation Maps for Weakly Supervised Object Localization ↗](https://doi.org/10.1109/iccv48922.2021.00337)**Meng Meng, Tianzhu Zhang, Qi Tian et al.*63 citations*
688. **[Graph-Based 3D Multi-Person Pose Estimation Using Multi-View Images ↗](https://doi.org/10.1109/iccv48922.2021.01096)**Size Wu, Sheng Jin, Wentao Liu et al.*63 citations*
689. **[Hybrid Neural Fusion for Full-frame Video Stabilization ↗](https://doi.org/10.1109/iccv48922.2021.00230)**Yu-Lun Liu, Wei‐Sheng Lai, Ming–Hsuan Yang et al.*63 citations*
690. **[Minimal Adversarial Examples for Deep Learning on 3D Point Clouds ↗](https://doi.org/10.1109/iccv48922.2021.00770)**Jaeyeon Kim, Binh‐Son Hua, Duc Thanh Nguyen et al.*63 citations*
691. **[Pseudo-loss Confidence Metric for Semi-supervised Few-shot Learning ↗](https://doi.org/10.1109/iccv48922.2021.00855)**Kai Huang, Jie Geng, Wen Jiang et al.*63 citations*
692. **[Solving Inefficiency of Self-supervised Representation Learning ↗](https://doi.org/10.1109/iccv48922.2021.00937)**Guangrun Wang, Keze Wang, Guangcong Wang et al.*63 citations*
693. **[Unshuffling Data for Improved Generalization in Visual Question Answering ↗](https://doi.org/10.1109/iccv48922.2021.00145)**Damien Teney, Ehsan Abbasnejad, Anton van den Hengel*63 citations*
694. **[Unsupervised Deep Video Denoising ↗](https://doi.org/10.1109/iccv48922.2021.00178)**Dev Yashpal Sheth, Sreyas Mohan, Joshua Vincent et al.*63 citations*
695. **[4D-Net for Learned Multi-Modal Alignment ↗](https://doi.org/10.1109/iccv48922.2021.01515)**AJ Piergiovanni, Vincent Casser, Michael S. Ryoo et al.*62 citations*
696. **[Dressing in Order: Recurrent Person Image Generation for Pose Transfer, Virtual Try-on and Outfit Editing ↗](https://doi.org/10.1109/iccv48922.2021.01437)**Aiyu Cui, Daniel McKee, Svetlana Lazebnik*62 citations*
697. **[Image Synthesis via Semantic Composition ↗](https://doi.org/10.1109/iccv48922.2021.01349)**Yi Wang, Lu Qi, Ying-Cong Chen et al.*62 citations*
698. **[Joint Visual Semantic Reasoning: Multi-Stage Decoder for Text Recognition ↗](https://doi.org/10.1109/iccv48922.2021.01467)**Ayan Kumar Bhunia, Aneeshan Sain, Amandeep Kumar et al.*62 citations*
699. **[Point Cloud Augmentation with Weighted Local Transformations ↗](https://doi.org/10.1109/iccv48922.2021.00059)**Sihyeon Kim, Sanghyeok Lee, Dasol Hwang et al.*62 citations*
700. **[Robust Watermarking for Deep Neural Networks via Bi-level Optimization ↗](https://doi.org/10.1109/iccv48922.2021.01457)**Peng Yang, Yingjie Lao, Ping Li*62 citations*

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