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

1,667 papers · page 4 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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301. **[Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation ↗](https://doi.org/10.1109/cvpr46437.2021.00393)**Zhekai Du, Jingjing Li, Hongzu Su et al.*189 citations*
302. **[FS-Net: Fast Shape-based Network for Category-Level 6D Object Pose Estimation with Decoupled Rotation Mechanism ↗](https://doi.org/10.1109/cvpr46437.2021.00163)**Wei Chen, Xi Jia, Hyung Jin Chang et al.*189 citations*
303. **[Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need? ↗](https://doi.org/10.1109/cvpr46437.2021.01376)**Malik Boudiaf, Hoel Kervadec, Imtiaz Masud Ziko et al.*188 citations*
304. **[SMPLicit: Topology-aware Generative Model for Clothed People ↗](https://doi.org/10.1109/cvpr46437.2021.01170)**Enric Corona, Albert Pumarola, Guillem Alenyà et al.*188 citations*
305. **[SSTVOS: Sparse Spatiotemporal Transformers for Video Object Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.00585)**Brendan Duke, Abdalla Sayed Ahmed, Christian Wolf et al.*187 citations*
306. **[AdvSim: Generating Safety-Critical Scenarios for Self-Driving Vehicles ↗](https://doi.org/10.1109/cvpr46437.2021.00978)**Jingkang Wang, Ava Pun, James Tu et al.*186 citations*
307. **[BABEL: Bodies, Action and Behavior with English Labels ↗](https://doi.org/10.1109/cvpr46437.2021.00078)**Abhinanda Ranjit Punnakkal, Arjun Chandrasekaran, Nikos Athanasiou et al.*186 citations*
308. **[TPCN: Temporal Point Cloud Networks for Motion Forecasting ↗](https://doi.org/10.1109/cvpr46437.2021.01116)**Maosheng Ye, Tongyi Cao, Qifeng Chen*186 citations*
309. **[Efficient Regional Memory Network for Video Object Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.00134)**Haozhe Xie, Hongxun Yao, Shangchen Zhou et al.*185 citations*
310. **[Focus on Local: Detecting Lane Marker from Bottom Up via Key Point ↗](https://doi.org/10.1109/cvpr46437.2021.01390)**Zhan Qu, Huan Jin, Yang Zhou et al.*185 citations*
311. **[KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA ↗](https://doi.org/10.1109/cvpr46437.2021.01389)**Kenneth Marino, Xinlei Chen, Devi Parikh et al.*185 citations*
312. **[Jo-SRC: A Contrastive Approach for Combating Noisy Labels ↗](https://doi.org/10.1109/cvpr46437.2021.00515)**Yazhou Yao, Zeren Sun, Chuanyi Zhang et al.*184 citations*
313. **[MobileDets: Searching for Object Detection Architectures for Mobile Accelerators ↗](https://doi.org/10.1109/cvpr46437.2021.00382)**Yunyang Xiong, Hanxiao Liu, Suyog Gupta et al.*183 citations*
314. **[Fully Convolutional Networks for Panoptic Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.00028)**Yanwei Li, Hengshuang Zhao, Xiaojuan Qi et al.*182 citations*
315. **[Meta Batch-Instance Normalization for Generalizable Person Re-Identification ↗](https://doi.org/10.1109/cvpr46437.2021.00343)**Seokeon Choi, Taekyung Kim, Minki Jeong et al.*182 citations*
316. **[Refine Myself by Teaching Myself: Feature Refinement via Self-Knowledge Distillation ↗](https://doi.org/10.1109/cvpr46437.2021.01052)**Mingi Ji, Seungjae Shin, Seunghyun Hwang et al.*182 citations*
317. **[Activate or Not: Learning Customized Activation ↗](https://doi.org/10.1109/cvpr46437.2021.00794)**Ningning Ma, Xiangyu Zhang, Ming Liu et al.*181 citations*
318. **[DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.01551)**Xinyi Wu, Zhenyao Wu, Hao Guo et al.*181 citations*
319. **[Dynamic Weighted Learning for Unsupervised Domain Adaptation ↗](https://doi.org/10.1109/cvpr46437.2021.01499)**Ni Xiao, Lei Zhang*181 citations*
320. **[Rethinking the Heatmap Regression for Bottom-up Human Pose Estimation ↗](https://doi.org/10.1109/cvpr46437.2021.01306)**Zhengxiong Luo, Zhicheng Wang, Yan Huang et al.*181 citations*
321. **[Progressive Semantic-Aware Style Transformation for Blind Face Restoration ↗](https://doi.org/10.1109/cvpr46437.2021.01172)**Chaofeng Chen, Xiaoming Li, Lingbo Yang et al.*180 citations*
322. **[Boosting Monocular Depth Estimation Models to High-Resolution via Content-Adaptive Multi-Resolution Merging ↗](https://doi.org/10.1109/cvpr46437.2021.00956)**S. Mahdi H. Miangoleh, Sebastian Dille, Long Mai et al.*179 citations*
323. **[DoDNet: Learning to Segment Multi-Organ and Tumors from Multiple Partially Labeled Datasets ↗](https://doi.org/10.1109/cvpr46437.2021.00125)**Jianpeng Zhang, Yutong Xie, Yong Xia et al.*179 citations*
324. **[Iterative Filter Adaptive Network for Single Image Defocus Deblurring ↗](https://doi.org/10.1109/cvpr46437.2021.00207)**Junyong Lee, Hyeongseok Son, Jaesung Rim et al.*179 citations*
325. **[Multimodal Contrastive Training for Visual Representation Learning ↗](https://doi.org/10.1109/cvpr46437.2021.00692)**Xin Yuan, Zhe Lin, Jason Kuen et al.*179 citations*
326. **[Point Cloud Upsampling via Disentangled Refinement ↗](https://doi.org/10.1109/cvpr46437.2021.00041)**Ruihui Li, Xianzhi Li, Pheng‐Ann Heng et al.*179 citations*
327. **[Self-Promoted Prototype Refinement for Few-Shot Class-Incremental Learning ↗](https://doi.org/10.1109/cvpr46437.2021.00673)**Kai Zhu, Yang Hua Cao, Wei Zhai et al.*179 citations*
328. **[Encoder Fusion Network with Co-Attention Embedding for Referring Image Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.01525)**Guang Feng, Zhiwei Hu, Lihe Zhang et al.*178 citations*
329. **[Multi-institutional Collaborations for Improving Deep Learning-based Magnetic Resonance Image Reconstruction Using Federated Learning ↗](https://doi.org/10.1109/cvpr46437.2021.00245)**Pengfei Guo, Puyang Wang, Jinyuan Zhou et al.*177 citations*
330. **[Stable View Synthesis ↗](https://doi.org/10.1109/cvpr46437.2021.01204)**Gernot Riegler, Vladlen Koltun*177 citations*
331. **[MASA-SR: Matching Acceleration and Spatial Adaptation for Reference-Based Image Super-Resolution ↗](https://doi.org/10.1109/cvpr46437.2021.00630)**Liying Lu, Wenbo Li, Xin Tao et al.*176 citations*
332. **[Scale-Aware Graph Neural Network for Few-Shot Semantic Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.00543)**Guo-Sen Xie, Jie Liu, Huan Xiong et al.*176 citations*
333. **[Offboard 3D Object Detection from Point Cloud Sequences ↗](https://doi.org/10.1109/cvpr46437.2021.00607)**Charles R. Qi, Yin Zhou, Mahyar Najibi et al.*175 citations*
334. **[One Shot Face Swapping on Megapixels ↗](https://doi.org/10.1109/cvpr46437.2021.00480)**Yuhao Zhu, Qi Li, Jian Wang et al.*175 citations*
335. **[PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation ↗](https://doi.org/10.1109/cvpr46437.2021.00847)**Kehong Gong, Jianfeng Zhang, Jiashi Feng*175 citations*
336. **[An Alternative Probabilistic Interpretation of the Huber Loss ↗](https://doi.org/10.1109/cvpr46437.2021.00522)**Gregory P. Meyer*174 citations*
337. **[Semantic Segmentation with Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization ↗](https://doi.org/10.1109/cvpr46437.2021.00820)**Daiqing Li, Junlin Yang, Karsten Kreis et al.*174 citations*
338. **[SwiftNet: Real-time Video Object Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.00135)**Haochen Wang, Xiaolong Jiang, Haibing Ren et al.*174 citations*
339. **[Data-Free Model Extraction ↗](https://doi.org/10.1109/cvpr46437.2021.00474)**Jean-Baptiste Truong, Pratyush Maini, Robert J. Walls et al.*173 citations*
340. **[Improving the Efficiency and Robustness of Deepfakes Detection through Precise Geometric Features ↗](https://doi.org/10.1109/cvpr46437.2021.00361)**Zekun Sun, Yujie Han, Zeyu Hua et al.*173 citations*
341. **[Localizing Visual Sounds the Hard Way ↗](https://doi.org/10.1109/cvpr46437.2021.01659)**Honglie Chen, Weidi Xie, Triantafyllos Afouras et al.*173 citations*
342. **[MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition ↗](https://doi.org/10.1109/cvpr46437.2021.00517)**Shuang Li, Kaixiong Gong, Chi Harold Liu et al.*173 citations*
343. **[Coming Down to Earth: Satellite-to-Street View Synthesis for Geo-Localization ↗](https://doi.org/10.1109/cvpr46437.2021.00642)**Aysim Toker, Qunjie Zhou, Maxim Maximov et al.*172 citations*
344. **[Domain Adaptation with Auxiliary Target Domain-Oriented Classifier ↗](https://doi.org/10.1109/cvpr46437.2021.01636)**Jian Liang, Dapeng Hu, Jiashi Feng*172 citations*
345. **[Learning To Count Everything ↗](https://doi.org/10.1109/cvpr46437.2021.00340)**Viresh Ranjan, Udbhav Sharma, Thu Nguyen et al.*172 citations*
346. **[Goal-Oriented Gaze Estimation for Zero-Shot Learning ↗](https://doi.org/10.1109/cvpr46437.2021.00379)**Yang Liu, Lei Zhou, Xiao Ping Bai et al.*171 citations*
347. **[Partially View-aligned Representation Learning with Noise-robust Contrastive Loss ↗](https://doi.org/10.1109/cvpr46437.2021.00119)**Mouxing Yang, Yunfan Li, Zhenyu Huang et al.*171 citations*
348. **[Semi-Supervised 3D Hand-Object Poses Estimation with Interactions in Time ↗](https://doi.org/10.1109/cvpr46437.2021.01445)**Shaowei Liu, Hanwen Jiang, Jiarui Xu et al.*171 citations*
349. **[Deep Gaussian Scale Mixture Prior for Spectral Compressive Imaging ↗](https://doi.org/10.1109/cvpr46437.2021.01595)**Tao Huang, Weisheng Dong, Xin Yuan et al.*170 citations*
350. **[Soteria: Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective ↗](https://doi.org/10.1109/cvpr46437.2021.00919)**Jingwei Sun, Ang Li, Binghui Wang et al.*170 citations*
351. **[Combined Depth Space based Architecture Search For Person Re-identification ↗](https://doi.org/10.1109/cvpr46437.2021.00666)**Hanjun Li, Gaojie Wu, Wei‐Shi Zheng*168 citations*
352. **[HVPR: Hybrid Voxel-Point Representation for Single-stage 3D Object Detection ↗](https://doi.org/10.1109/cvpr46437.2021.01437)**Jongyoun Noh, Sanghoon Lee, Bumsub Ham*168 citations*
353. **[DeRF: Decomposed Radiance Fields ↗](https://doi.org/10.1109/cvpr46437.2021.01393)**Daniel Rebain, Wei Jiang, Soroosh Yazdani et al.*167 citations*
354. **[Distilling Causal Effect of Data in Class-Incremental Learning ↗](https://doi.org/10.1109/cvpr46437.2021.00395)**Xinting Hu, Kaihua Tang, Chunyan Miao et al.*167 citations*
355. **[Learning Graph Embeddings for Compositional Zero-shot Learning ↗](https://doi.org/10.1109/cvpr46437.2021.00101)**Muhammad Ferjad Naeem, Yongqin Xian, Federico Tombari et al.*167 citations*
356. **[RSN: Range Sparse Net for Efficient, Accurate LiDAR 3D Object Detection ↗](https://doi.org/10.1109/cvpr46437.2021.00567)**Pei Sun, Weiyue Wang, Yuning Chai et al.*167 citations*
357. **[Robust Consistent Video Depth Estimation ↗](https://doi.org/10.1109/cvpr46437.2021.00166)**Johannes Kopf, Xuejian Rong, Jia‐Bin Huang*167 citations*
358. **[CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning ↗](https://doi.org/10.1109/cvpr46437.2021.01575)**Can Zhang, Meng Cao, Dongming Yang et al.*166 citations*
359. **[Learning Calibrated Medical Image Segmentation via Multi-rater Agreement Modeling ↗](https://doi.org/10.1109/cvpr46437.2021.01216)**Wei Ji, Shuang Yu, Junde Wu et al.*166 citations*
360. **[VisualVoice: Audio-Visual Speech Separation with Cross-Modal Consistency ↗](https://doi.org/10.1109/cvpr46437.2021.01524)**Ruohan Gao, Kristen Grauman*166 citations*
361. **[MOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space ↗](https://doi.org/10.1109/cvpr46437.2021.00860)**Rui Huang, Yixuan Li*164 citations*
362. **[Pixel-wise Anomaly Detection in Complex Driving Scenes ↗](https://doi.org/10.1109/cvpr46437.2021.01664)**Giancarlo Di Biase, Hermann Blum, Roland Siegwart et al.*163 citations*
363. **[Reformulating HOI Detection as Adaptive Set Prediction ↗](https://doi.org/10.1109/cvpr46437.2021.00889)**Mingfei Chen, Yue Liao, Si Liu et al.*162 citations*
364. **[Learning Temporal Consistency for Low Light Video Enhancement from Single Images ↗](https://doi.org/10.1109/cvpr46437.2021.00493)**Fan Zhang, Yu Li, Shaodi You et al.*161 citations*
365. **[Unsupervised Real-world Image Super Resolution via Domain-distance Aware Training ↗](https://doi.org/10.1109/cvpr46437.2021.01318)**Yunxuan Wei, Shuhang Gu, Yawei Li et al.*161 citations*
366. **[Dynamic Region-Aware Convolution ↗](https://doi.org/10.1109/cvpr46437.2021.00797)**Jin Chen, Xijun Wang, Zichao Guo et al.*160 citations*
367. **[Farewell to Mutual Information: Variational Distillation for Cross-Modal Person Re-Identification ↗](https://doi.org/10.1109/cvpr46437.2021.00157)**Xudong Tian, Zhizhong Zhang, Shaohui Lin et al.*160 citations*
368. **[Flow-based Kernel Prior with Application to Blind Super-Resolution ↗](https://doi.org/10.1109/cvpr46437.2021.01046)**Jingyun Liang, Kai Zhang, Shuhang Gu et al.*160 citations*
369. **[On Feature Normalization and Data Augmentation ↗](https://doi.org/10.1109/cvpr46437.2021.01220)**Boyi Li, Felix Wu, Ser-Nam Lim et al.*160 citations*
370. **[Progressive Contour Regression for Arbitrary-Shape Scene Text Detection ↗](https://doi.org/10.1109/cvpr46437.2021.00731)**Pengwen Dai, Sanyi Zhang, Hua Zhang et al.*159 citations*
371. **[Prototype Completion with Primitive Knowledge for Few-Shot Learning ↗](https://doi.org/10.1109/cvpr46437.2021.00375)**Baoquan Zhang, Xutao Li, Yunming Ye et al.*159 citations*
372. **[Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation ↗](https://doi.org/10.1109/cvpr46437.2021.01362)**Xiangyu Yue, Zangwei Zheng, Shanghang Zhang et al.*159 citations*
373. **[Complete & Label: A Domain Adaptation Approach to Semantic Segmentation of LiDAR Point Clouds ↗](https://doi.org/10.1109/cvpr46437.2021.01511)**Li Yi, Boqing Gong, Thomas A. Funkhouser*158 citations*
374. **[Cross-Modal Collaborative Representation Learning and a Large-Scale RGBT Benchmark for Crowd Counting ↗](https://doi.org/10.1109/cvpr46437.2021.00479)**Lingbo Liu, Jiaqi Chen, Hefeng Wu et al.*158 citations*
375. **[Scene Text Telescope: Text-Focused Scene Image Super-Resolution ↗](https://doi.org/10.1109/cvpr46437.2021.01185)**Jingye Chen, Bin Li, Xiangyang Xue*158 citations*
376. **[SceneGraphFusion: Incremental 3D Scene Graph Prediction from RGB-D Sequences ↗](https://doi.org/10.1109/cvpr46437.2021.00743)**Shun-Cheng Wu, Johanna Wald, Keisuke Tateno et al.*158 citations*
377. **[TextOCR: Towards large-scale end-to-end reasoning for arbitrary-shaped scene text ↗](https://doi.org/10.1109/cvpr46437.2021.00869)**Amanpreet Singh, Guan Pang, Mandy Toh et al.*158 citations*
378. **[Causal Attention for Vision-Language Tasks ↗](https://doi.org/10.1109/cvpr46437.2021.00972)**Xu Yang, Hanwang Zhang, Guo-Jun Qi et al.*157 citations*
379. **[Embedded Discriminative Attention Mechanism for Weakly Supervised Semantic Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.01649)**Tong Wu, Junshi Huang, Guangyu Gao et al.*157 citations*
380. **[Energy-Based Learning for Scene Graph Generation ↗](https://doi.org/10.1109/cvpr46437.2021.01372)**Mohammed Suhail, Abhay Mittal, Behjat Siddiquie et al.*157 citations*
381. **[Interactive Self-Training with Mean Teachers for Semi-supervised Object Detection ↗](https://doi.org/10.1109/cvpr46437.2021.00588)**Qize Yang, Xihan Wei, Biao Wang et al.*157 citations*
382. **[Pulsar: Efficient Sphere-based Neural Rendering ↗](https://doi.org/10.1109/cvpr46437.2021.00149)**Christoph Lassner, Michael Zollhöfer*157 citations*
383. **[Auto-Exposure Fusion for Single-Image Shadow Removal ↗](https://doi.org/10.1109/cvpr46437.2021.01043)**Lan Fu, Changqing Zhou, Qing Guo et al.*156 citations*
384. **[One Thing One Click: A Self-Training Approach for Weakly Supervised 3D Semantic Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.00177)**Zhengzhe Liu, Xiaojuan Qi, Chi‐Wing Fu*156 citations*
385. **[img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation ↗](https://doi.org/10.1109/cvpr46437.2021.00753)**Vítor Albiero, Xingyu Chen, Xi Peng Yin et al.*156 citations*
386. **[Asymmetric Gained Deep Image Compression With Continuous Rate Adaptation ↗](https://doi.org/10.1109/cvpr46437.2021.01039)**Ze Cui, Jing Wang, Shangyin Gao et al.*155 citations*
387. **[ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysis ↗](https://doi.org/10.1109/cvpr46437.2021.00434)**Yinan He, Bei Gan, Siyu Chen et al.*155 citations*
388. **[InverseForm: A Loss Function for Structured Boundary-Aware Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.00584)**Shubhankar Borse, Ying Wang, Yizhe Zhang et al.*155 citations*
389. **[Learning 3D Shape Feature for Texture-insensitive Person Re-identification ↗](https://doi.org/10.1109/cvpr46437.2021.00805)**Jiaxing Chen, Xinyang Jiang, Fudong Wang et al.*155 citations*
390. **[Locate then Segment: A Strong Pipeline for Referring Image Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.00973)**Ya Jing, Tao Kong, Wei Wang et al.*155 citations*
391. **[Refining Pseudo Labels with Clustering Consensus over Generations for Unsupervised Object Re-identification ↗](https://doi.org/10.1109/cvpr46437.2021.00344)**Xiao Zhang, Yixiao Ge, Yu Qiao et al.*155 citations*
392. **[SiamMOT: Siamese Multi-Object Tracking ↗](https://doi.org/10.1109/cvpr46437.2021.01219)**Bing Shuai, Andrew Berneshawi, Xinyu Li et al.*155 citations*
393. **[Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations ↗](https://doi.org/10.1109/cvpr46437.2021.00117)**Umberto Michieli, Pietro Zanuttigh*154 citations*
394. **[Leveraging Line-point Consistence to Preserve Structures for Wide Parallax Image Stitching ↗](https://doi.org/10.1109/cvpr46437.2021.01201)**Qi Jia, ZhengJun Li, Xin Fan et al.*153 citations*
395. **[PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in Clustering ↗](https://doi.org/10.1109/cvpr46437.2021.01652)**Jang Hyun Cho, Utkarsh Mall, Kavita Bala et al.*153 citations*
396. **[House-GAN++: Generative Adversarial Layout Refinement Network towards Intelligent Computational Agent for Professional Architects ↗](https://doi.org/10.1109/cvpr46437.2021.01342)**Nelson Nauata, Sepidehsadat Hosseini, Kai-Hung Chang et al.*152 citations*
397. **[MonoRUn: Monocular 3D Object Detection by Reconstruction and Uncertainty Propagation ↗](https://doi.org/10.1109/cvpr46437.2021.01024)**Hansheng Chen, Yuyao Huang, Wei Tian et al.*152 citations*
398. **[Multiple Instance Active Learning for Object Detection ↗](https://doi.org/10.1109/cvpr46437.2021.00529)**Tianning Yuan, Fang Wan, Mengying Fu et al.*152 citations*
399. **[PISE: Person Image Synthesis and Editing with Decoupled GAN ↗](https://doi.org/10.1109/cvpr46437.2021.00789)**Jinsong Zhang, Kun Li, Yu‐Kun Lai et al.*152 citations*
400. **[Back to Event Basics: Self-Supervised Learning of Image Reconstruction for Event Cameras via Photometric Constancy ↗](https://doi.org/10.1109/cvpr46437.2021.00345)**Federico Paredes-Vallés, Guido de Croon*151 citations*

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