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# IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2021: all accepted papers

1,667 papers · page 7 of 17 · the most cited first · [← IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2021](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2021/)

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601. **[SceneGen: Learning to Generate Realistic Traffic Scenes ↗](https://doi.org/10.1109/cvpr46437.2021.00095)**Shuhan Tan, Kelvin Wong, Shenlong Wang et al.*101 citations*
602. **[When Age-Invariant Face Recognition Meets Face Age Synthesis: A Multi-Task Learning Framework ↗](https://doi.org/10.1109/cvpr46437.2021.00720)**Zhizhong Huang, Junping Zhang, Hongming Shan*101 citations*
603. **[AdderSR: Towards Energy Efficient Image Super-Resolution ↗](https://doi.org/10.1109/cvpr46437.2021.01539)**Dehua Song, Yunhe Wang, Hanting Chen et al.*100 citations*
604. **[Bottom-Up Shift and Reasoning for Referring Image Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.01111)**Sibei Yang, Meng Xia, Guanbin Li et al.*100 citations*
605. **[Lifelong Person Re-Identification via Adaptive Knowledge Accumulation ↗](https://doi.org/10.1109/cvpr46437.2021.00781)**Nan Pu, Wei Ren Chen, Yu Liu et al.*100 citations*
606. **[Look Closer to Segment Better: Boundary Patch Refinement for Instance Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.01371)**Chufeng Tang, Hang Chen, Xiao Li et al.*100 citations*
607. **[Probabilistic Tracklet Scoring and Inpainting for Multiple Object Tracking ↗](https://doi.org/10.1109/cvpr46437.2021.01410)**Fatemeh Sadat Saleh, Sadegh Aliakbarian, Hamid Rezatofighi et al.*99 citations*
608. **[Towards Fast and Accurate Real-World Depth Super-Resolution: Benchmark Dataset and Baseline ↗](https://doi.org/10.1109/cvpr46437.2021.00911)**Lingzhi He, Hongguang Zhu, Feng Li et al.*99 citations*
609. **[Action Unit Memory Network for Weakly Supervised Temporal Action Localization ↗](https://doi.org/10.1109/cvpr46437.2021.00984)**Wang Luo, Tianzhu Zhang, Wenfei Yang et al.*98 citations*
610. **[AutoFlow: Learning a Better Training Set for Optical Flow ↗](https://doi.org/10.1109/cvpr46437.2021.00996)**Deqing Sun, Daniel Vlasic, Charles Herrmann et al.*98 citations*
611. **[DyCo3D: Robust Instance Segmentation of 3D Point Clouds through Dynamic Convolution ↗](https://doi.org/10.1109/cvpr46437.2021.00042)**Tong He, Chunhua Shen, Anton van den Hengel*98 citations*
612. **[NeuTex: Neural Texture Mapping for Volumetric Neural Rendering ↗](https://doi.org/10.1109/cvpr46437.2021.00704)**Fanbo Xiang, Zexiang Xu, Miloš Hašan et al.*98 citations*
613. **[Rethinking Channel Dimensions for Efficient Model Design ↗](https://doi.org/10.1109/cvpr46437.2021.00079)**Dongyoon Han, Sangdoo Yun, Byeongho Heo et al.*98 citations*
614. **[Structured Multi-Level Interaction Network for Video Moment Localization via Language Query ↗](https://doi.org/10.1109/cvpr46437.2021.00695)**Hao Wang, Zheng-Jun Zha, Liang Li et al.*98 citations*
615. **[SurFree: a fast surrogate-free black-box attack ↗](https://doi.org/10.1109/cvpr46437.2021.01029)**Thibault Maho, Teddy Furon, Erwan Le Merrer*98 citations*
616. **[Closing the Loop: Joint Rain Generation and Removal via Disentangled Image Translation ↗](https://doi.org/10.1109/cvpr46437.2021.00209)**Yuntong Ye, Yi Chang, Hanyu Zhou et al.*97 citations*
617. **[Deep Animation Video Interpolation in the Wild ↗](https://doi.org/10.1109/cvpr46437.2021.00652)**Siyao Li, Shiyu Zhao, Weijiang Yu et al.*97 citations*
618. **[FlowStep3D: Model Unrolling for Self-Supervised Scene Flow Estimation ↗](https://doi.org/10.1109/cvpr46437.2021.00410)**Yair Kittenplon, Yonina C. Eldar, Dan Raviv*97 citations*
619. **[HLA-Face: Joint High-Low Adaptation for Low Light Face Detection ↗](https://doi.org/10.1109/cvpr46437.2021.01593)**Wenjing Wang, Wenhan Yang, Jiaying Liu*97 citations*
620. **[MonoRec: Semi-Supervised Dense Reconstruction in Dynamic Environments from a Single Moving Camera ↗](https://doi.org/10.1109/cvpr46437.2021.00605)**Felix Wimbauer, Nan Yang, Lukas von Stumberg et al.*97 citations*
621. **[SMD-Nets: Stereo Mixture Density Networks ↗](https://doi.org/10.1109/cvpr46437.2021.00883)**Fabio Tosi, Yiyi Liao, Carolin Schmitt et al.*97 citations*
622. **[Transformation Invariant Few-Shot Object Detection ↗](https://doi.org/10.1109/cvpr46437.2021.00311)**Aoxue Li, Zhenguo Li*97 citations*
623. **[Deep Implicit Moving Least-Squares Functions for 3D Reconstruction ↗](https://doi.org/10.1109/cvpr46437.2021.00183)**Shilin Liu, Haoxiang Guo, Hao Pan et al.*96 citations*
624. **[From Rain Generation to Rain Removal ↗](https://doi.org/10.1109/cvpr46437.2021.01455)**Hong Wang, Zongsheng Yue, Qi Xie et al.*96 citations*
625. **[RGB-D Local Implicit Function for Depth Completion of Transparent Objects ↗](https://doi.org/10.1109/cvpr46437.2021.00462)**Luyang Zhu, Arsalan Mousavian, Xiang Yu et al.*96 citations*
626. **[Shallow Feature Matters for Weakly Supervised Object Localization ↗](https://doi.org/10.1109/cvpr46437.2021.00593)**Jun Wei, Qin Wang, Zhen Li et al.*96 citations*
627. **[Sketch2Model: View-Aware 3D Modeling from Single Free-Hand Sketches ↗](https://doi.org/10.1109/cvpr46437.2021.00595)**Song–Hai Zhang, Yuan-Chen Guo, Qing-Wen Gu*96 citations*
628. **[Tracking Pedestrian Heads in Dense Crowd ↗](https://doi.org/10.1109/cvpr46437.2021.00386)**Ramana Sundararaman, Cédric De Almeida Braga, Éric Marchand et al.*96 citations*
629. **[View-Guided Point Cloud Completion ↗](https://doi.org/10.1109/cvpr46437.2021.01563)**Xuancheng Zhang, Yutong Feng, Siqi Li et al.*96 citations*
630. **[Dual Attention Guided Gaze Target Detection in the Wild ↗](https://doi.org/10.1109/cvpr46437.2021.01123)**Yi Fang, Jiapeng Tang, Shen Wang et al.*95 citations*
631. **[Multi-Target Domain Adaptation with Collaborative Consistency Learning ↗](https://doi.org/10.1109/cvpr46437.2021.00809)**Takashi Isobe, Xu Jia, Shuaijun Chen et al.*95 citations*
632. **[Semantic Image Matting ↗](https://doi.org/10.1109/cvpr46437.2021.01097)**Yanan Sun, Chi–Keung Tang, Yu‐Wing Tai*95 citations*
633. **[Semi-Supervised Action Recognition with Temporal Contrastive Learning ↗](https://doi.org/10.1109/cvpr46437.2021.01025)**Ankit Singh, Omprakash Chakraborty, Ashutosh Varshney et al.*95 citations*
634. **[Towards Unified Surgical Skill Assessment ↗](https://doi.org/10.1109/cvpr46437.2021.00940)**Daochang Liu, Qiyue Li, Tingting Jiang et al.*95 citations*
635. **[Visual Room Rearrangement ↗](https://doi.org/10.1109/cvpr46437.2021.00586)**Luca Weihs, Matt Deitke, Aniruddha Kembhavi et al.*95 citations*
636. **[A Multi-Task Network for Joint Specular Highlight Detection and Removal ↗](https://doi.org/10.1109/cvpr46437.2021.00766)**Gang Fu, Qing Zhang, Lei Zhu et al.*94 citations*
637. **[Amalgamating Knowledge from Heterogeneous Graph Neural Networks ↗](https://doi.org/10.1109/cvpr46437.2021.01545)**Yongcheng Jing, Yiding Yang, Xinchao Wang et al.*94 citations*
638. **[PV-RAFT: Point-Voxel Correlation Fields for Scene Flow Estimation of Point Clouds ↗](https://doi.org/10.1109/cvpr46437.2021.00688)**Yi Wei, Ziyi Wang, Yongming Rao et al.*94 citations*
639. **[SliceNet: deep dense depth estimation from a single indoor panorama using a slice-based representation ↗](https://doi.org/10.1109/cvpr46437.2021.01137)**Giovanni Pintore, Marco Agus, Eva Almansa et al.*94 citations*
640. **[The Multi-Temporal Urban Development SpaceNet Dataset ↗](https://doi.org/10.1109/cvpr46437.2021.00633)**A. Van Etten, Daniel Hogan, Jesus Martinez-Manso et al.*94 citations*
641. **[Data-Uncertainty Guided Multi-Phase Learning for Semi-Supervised Object Detection ↗](https://doi.org/10.1109/cvpr46437.2021.00454)**Zhenyu Wang, Yali Li, Ye Guo et al.*93 citations*
642. **[Few-Shot Object Detection via Classification Refinement and Distractor Retreatment ↗](https://doi.org/10.1109/cvpr46437.2021.01514)**Yiting Li, Haiyue Zhu, Yu Cheng et al.*93 citations*
643. **[Intrinsic Image Harmonization ↗](https://doi.org/10.1109/cvpr46437.2021.01610)**Zonghui Guo, Haiyong Zheng, Yufeng Jiang et al.*93 citations*
644. **[Long-Tailed Multi-Label Visual Recognition by Collaborative Training on Uniform and Re-balanced Samplings ↗](https://doi.org/10.1109/cvpr46437.2021.01484)**Hao Guo, Song Wang*93 citations*
645. **[M3DSSD: Monocular 3D Single Stage Object Detector ↗](https://doi.org/10.1109/cvpr46437.2021.00608)**Shujie Luo, Hang Dai, Ling Shao et al.*93 citations*
646. **[Monocular 3D Object Detection: An Extrinsic Parameter Free Approach ↗](https://doi.org/10.1109/cvpr46437.2021.00747)**Yunsong Zhou, Yuan He, Hongzi Zhu et al.*93 citations*
647. **[On Robustness and Transferability of Convolutional Neural Networks ↗](https://doi.org/10.1109/cvpr46437.2021.01619)**Josip Djolonga, Jessica Yung, Michael Tschannen et al.*93 citations*
648. **[Restoring Extremely Dark Images in Real Time ↗](https://doi.org/10.1109/cvpr46437.2021.00349)**Mohit Lamba, Kaushik Mitra*93 citations*
649. **[SCALE: Modeling Clothed Humans with a Surface Codec of Articulated Local Elements ↗](https://doi.org/10.1109/cvpr46437.2021.01582)**Qianli Ma, Shunsuke Saito, Jinlong Yang et al.*93 citations*
650. **[StereoPIFu: Depth Aware Clothed Human Digitization via Stereo Vision ↗](https://doi.org/10.1109/cvpr46437.2021.00060)**Yang Hong, Juyong Zhang, Boyi Jiang et al.*93 citations*
651. **[Weakly Supervised Learning of Rigid 3D Scene Flow ↗](https://doi.org/10.1109/cvpr46437.2021.00564)**Žan Gojčič, Or Litany, Andreas Wieser et al.*93 citations*
652. **[GeoSim: Realistic Video Simulation via Geometry-Aware Composition for Self-Driving ↗](https://doi.org/10.1109/cvpr46437.2021.00715)**Yun Chen, Frieda Rong, Shivam Duggal et al.*92 citations*
653. **[Im2Vec: Synthesizing Vector Graphics without Vector Supervision ↗](https://doi.org/10.1109/cvpr46437.2021.00726)**Pradyumna Reddy, Michaël Gharbi, Michal Lukac et al.*92 citations*
654. **[Radar-Camera Pixel Depth Association for Depth Completion ↗](https://doi.org/10.1109/cvpr46437.2021.01232)**Y. F. Long, Daniel Morris, Xiaoming Liu et al.*92 citations*
655. **[Semantic Audio-Visual Navigation ↗](https://doi.org/10.1109/cvpr46437.2021.01526)**Changan Chen, Ziad Al-Halah, Kristen Grauman*92 citations*
656. **[Stylized Neural Painting ↗](https://doi.org/10.1109/cvpr46437.2021.01543)**Zhengxia Zou, Tianyang Shi, Shuang Qiu et al.*92 citations*
657. **[Temporal Query Networks for Fine-grained Video Understanding ↗](https://doi.org/10.1109/cvpr46437.2021.00446)**Chuhan Zhang, Ankush Gupta, Andrew Zisserman*92 citations*
658. **[Three Ways to Improve Semantic Segmentation with Self-Supervised Depth Estimation ↗](https://doi.org/10.1109/cvpr46437.2021.01098)**Lukas Hoyer, Dengxin Dai, Yuhua Chen et al.*92 citations*
659. **[Unsupervised Multi-Source Domain Adaptation for Person Re-Identification ↗](https://doi.org/10.1109/cvpr46437.2021.01272)**Zechen Bai, Zhigang Wang, Jian Wang et al.*92 citations*
660. **[Wasserstein Contrastive Representation Distillation ↗](https://doi.org/10.1109/cvpr46437.2021.01603)**Li‐Qun Chen, Dong Wang, Zhe Gan et al.*92 citations*
661. **[AttentiveNAS: Improving Neural Architecture Search via Attentive Sampling ↗](https://doi.org/10.1109/cvpr46437.2021.00635)**Dilin Wang, Meng Li, Chengyue Gong et al.*91 citations*
662. **[DI-Fusion: Online Implicit 3D Reconstruction with Deep Priors ↗](https://doi.org/10.1109/cvpr46437.2021.00882)**Jiahui Huang, Shi-Sheng Huang, Haoxuan Song et al.*91 citations*
663. **[EventZoom: Learning to Denoise and Super Resolve Neuromorphic Events ↗](https://doi.org/10.1109/cvpr46437.2021.01263)**Peiqi Duan, Zihao W. Wang, Xinyu Zhou et al.*91 citations*
664. **[ReNAS: Relativistic Evaluation of Neural Architecture Search ↗](https://doi.org/10.1109/cvpr46437.2021.00439)**Yixing Xu, Yunhe Wang, Kai Han et al.*91 citations*
665. **[DeepVideoMVS: Multi-View Stereo on Video with Recurrent Spatio-Temporal Fusion ↗](https://doi.org/10.1109/cvpr46437.2021.01507)**Arda Düzçeker, Silvano Galliani, Christoph A. Vogel et al.*90 citations*
666. **[DivCo: Diverse Conditional Image Synthesis via Contrastive Generative Adversarial Network ↗](https://doi.org/10.1109/cvpr46437.2021.01611)**Rui Zhou Zhenzhen Liu, Yixiao Ge, Ching Lam Choi et al.*90 citations*
667. **[Equivariant Point Network for 3D Point Cloud Analysis ↗](https://doi.org/10.1109/cvpr46437.2021.01428)**Haiwei Chen, Shichen Liu, Weikai Chen et al.*90 citations*
668. **[Every Annotation Counts: Multi-label Deep Supervision for Medical Image Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.00941)**Simon Reiß, Constantin Seibold, Alexander Freytag et al.*90 citations*
669. **[Exploring Heterogeneous Clues for Weakly-Supervised Audio-Visual Video Parsing ↗](https://doi.org/10.1109/cvpr46437.2021.00138)**Yu Wu, Yi Ping Yang*90 citations*
670. **[Improving Unsupervised Image Clustering With Robust Learning ↗](https://doi.org/10.1109/cvpr46437.2021.01210)**Sungwon Park, Sungwon Han, Sundong Kim et al.*90 citations*
671. **[Learning to Predict Visual Attributes in the Wild ↗](https://doi.org/10.1109/cvpr46437.2021.01282)**Khoi Pham, Kushal Kafle, Zhe Lin et al.*90 citations*
672. **[Removing the Background by Adding the Background: Towards Background Robust Self-supervised Video Representation Learning ↗](https://doi.org/10.1109/cvpr46437.2021.01163)**Jinpeng Wang, Yuting Gao, Ke Li et al.*90 citations*
673. **[Domain-Specific Suppression for Adaptive Object Detection ↗](https://doi.org/10.1109/cvpr46437.2021.00948)**Yu Wang, Rui Zhang, Shuo Zhang et al.*89 citations*
674. **[High-Fidelity and Arbitrary Face Editing ↗](https://doi.org/10.1109/cvpr46437.2021.01585)**Yue Gao, Fangyun Wei, Jianmin Bao et al.*89 citations*
675. **[Semi-Supervised Video Deraining with Dynamical Rain Generator ↗](https://doi.org/10.1109/cvpr46437.2021.00070)**Zongsheng Yue, Jianwen Xie, Qian Zhao et al.*89 citations*
676. **[UPFlow: Upsampling Pyramid for Unsupervised Optical Flow Learning ↗](https://doi.org/10.1109/cvpr46437.2021.00110)**Kunming Luo, Chuan Wang, Shuaicheng Liu et al.*89 citations*
677. **[Weakly Supervised Video Salient Object Detection ↗](https://doi.org/10.1109/cvpr46437.2021.01655)**Wangbo Zhao, Jing Zhang, Long Li et al.*89 citations*
678. **[A Second-Order Approach to Learning with Instance-Dependent Label Noise ↗](https://doi.org/10.1109/cvpr46437.2021.00998)**Zhaowei Zhu, Tongliang Liu, Yang Liu*88 citations*
679. **[AdaStereo: A Simple and Efficient Approach for Adaptive Stereo Matching ↗](https://doi.org/10.1109/cvpr46437.2021.01019)**Xiao Song, Guorun Yang, Xinge Zhu et al.*88 citations*
680. **[DCT-Mask: Discrete Cosine Transform Mask Representation for Instance Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.00861)**Xing Quan Shen, Jirui Yang, Chunbo Wei et al.*88 citations*
681. **[Diversifying Sample Generation for Accurate Data-Free Quantization ↗](https://doi.org/10.1109/cvpr46437.2021.01540)**Xiangguo Zhang, Haotong Qin, Yifu Ding et al.*88 citations*
682. **[From Synthetic to Real: Unsupervised Domain Adaptation for Animal Pose Estimation ↗](https://doi.org/10.1109/cvpr46437.2021.00153)**Chen Li, Gim Hee Lee*88 citations*
683. **[KOALAnet: Blind Super-Resolution using Kernel-Oriented Adaptive Local Adjustment ↗](https://doi.org/10.1109/cvpr46437.2021.01047)**Soo Ye Kim, Hyeonjun Sim, Munchurl Kim*88 citations*
684. **[Person Re-identification using Heterogeneous Local Graph Attention Networks ↗](https://doi.org/10.1109/cvpr46437.2021.01196)**Zhong Zhang, Haijia Zhang, Shuang Liu*88 citations*
685. **[Points as Queries: Weakly Semi-supervised Object Detection by Points ↗](https://doi.org/10.1109/cvpr46437.2021.00871)**Liangyu Chen, Tong Yang, Xiangyu Zhang et al.*88 citations*
686. **[Projecting Your View Attentively: Monocular Road Scene Layout Estimation via Cross-view Transformation ↗](https://doi.org/10.1109/cvpr46437.2021.01528)**Weixiang Yang, Qi Li, Wenxi Liu et al.*88 citations*
687. **[Temporally-Weighted Hierarchical Clustering for Unsupervised Action Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.01107)**Muhammad Saquib Sarfraz, Naila Murray, Vivek Sharma et al.*88 citations*
688. **[Trajectory Prediction with Latent Belief Energy-Based Model ↗](https://doi.org/10.1109/cvpr46437.2021.01164)**Bo Pang, Tianyang Zhao, Xu Xie et al.*88 citations*
689. **[Variational Prototype Learning for Deep Face Recognition ↗](https://doi.org/10.1109/cvpr46437.2021.01173)**Jiankang Deng, Jia Guo, Jing Yang et al.*88 citations*
690. **[Visual Navigation with Spatial Attention ↗](https://doi.org/10.1109/cvpr46437.2021.01662)**Bar Mayo, Tamir Hazan, Ayellet Tal*88 citations*
691. **[AGQA: A Benchmark for Compositional Spatio-Temporal Reasoning ↗](https://doi.org/10.1109/cvpr46437.2021.01113)**Madeleine Grunde-McLaughlin, Ranjay Krishna, Maneesh Agrawala*87 citations*
692. **[End-to-End Learning for Joint Image Demosaicing, Denoising and Super-Resolution ↗](https://doi.org/10.1109/cvpr46437.2021.00351)**Wenzhu Xing, Karen Egiazarian*87 citations*
693. **[Learning to Fuse Asymmetric Feature Maps in Siamese Trackers ↗](https://doi.org/10.1109/cvpr46437.2021.01630)**Wencheng Han, Xingping Dong, Fahad Shahbaz Khan et al.*87 citations*
694. **[PWCLO-Net: Deep LiDAR Odometry in 3D Point Clouds Using Hierarchical Embedding Mask Optimization ↗](https://doi.org/10.1109/cvpr46437.2021.01565)**Guangming Wang, Xinrui Wu, Zhe Liu et al.*87 citations*
695. **[Permuted AdaIN: Reducing the Bias Towards Global Statistics in Image Classification ↗](https://doi.org/10.1109/cvpr46437.2021.00936)**Oren Nuriel, Sagie Benaim, Lior Wolf*87 citations*
696. **[Temporal Action Segmentation from Timestamp Supervision ↗](https://doi.org/10.1109/cvpr46437.2021.00826)**Zhe Li, Yazan Abu Farha, Jüergen Gall*87 citations*
697. **[Unveiling the Potential of Structure Preserving for Weakly Supervised Object Localization ↗](https://doi.org/10.1109/cvpr46437.2021.01147)**Xingjia Pan, Yingguo Gao, Zhiwen Lin et al.*87 citations*
698. **[CorrNet3D: Unsupervised End-to-end Learning of Dense Correspondence for 3D Point Clouds ↗](https://doi.org/10.1109/cvpr46437.2021.00599)**Yiming Zeng, Yue Qian, Zhiyu Zhu et al.*86 citations*
699. **[Deep Polarization Imaging for 3D Shape and SVBRDF Acquisition ↗](https://doi.org/10.1109/cvpr46437.2021.01531)**Valentin Deschaintre, Yiming Lin, Abhijeet Ghosh*86 citations*
700. **[FrameExit: Conditional Early Exiting for Efficient Video Recognition ↗](https://doi.org/10.1109/cvpr46437.2021.01535)**Amir Ghodrati, Babak Ehteshami Bejnordi, Amirhossein Habibian*86 citations*

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