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# IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2022: all accepted papers

2,077 papers · page 4 of 21 · the most cited first · [← IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2022](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2022/)

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301. **[OnePose: One-Shot Object Pose Estimation without CAD Models ↗](https://doi.org/10.1109/cvpr52688.2022.00670)**Jiaming Sun, Zihao Wang, Siyu Zhang et al.*177 citations*
302. **[Point Density-Aware Voxels for LiDAR 3D Object Detection ↗](https://doi.org/10.1109/cvpr52688.2022.00828)**Jordan S. K. Hu, Tianshu Kuai, Steven L. Waslander*177 citations*
303. **[Rethinking Depth Estimation for Multi-View Stereo: A Unified Representation ↗](https://doi.org/10.1109/cvpr52688.2022.00845)**Rui Peng, Rongjie Wang, Zhenyu Wang et al.*177 citations*
304. **[GraFormer: Graph-oriented Transformer for 3D Pose Estimation ↗](https://doi.org/10.1109/cvpr52688.2022.01979)**Weixi Zhao, Weiqiang Wang, Yunjie Tian*176 citations*
305. **[BEHAVE: Dataset and Method for Tracking Human Object Interactions ↗](https://doi.org/10.1109/cvpr52688.2022.01547)**Bharat Lal Bhatnagar, Xianghui Xie, Ilya A. Petrov et al.*175 citations*
306. **[Align and Prompt: Video-and-Language Pre-training with Entity Prompts ↗](https://doi.org/10.1109/cvpr52688.2022.00490)**Dongxu Li, Junnan Li, Hongdong Li et al.*174 citations*
307. **[Protecting Celebrities from DeepFake with Identity Consistency Transformer ↗](https://doi.org/10.1109/cvpr52688.2022.00925)**Xiaoyi Dong, Jianmin Bao, Dongdong Chen et al.*174 citations*
308. **[Semantic-Aware Domain Generalized Segmentation ↗](https://doi.org/10.1109/cvpr52688.2022.00262)**Duo Peng, Yinjie Lei, Munawar Hayat et al.*174 citations*
309. **[InfoNeRF: Ray Entropy Minimization for Few-Shot Neural Volume Rendering ↗](https://doi.org/10.1109/cvpr52688.2022.01257)**Mijeong Kim, Seonguk Seo, Bohyung Han*172 citations*
310. **[FocalClick: Towards Practical Interactive Image Segmentation ↗](https://doi.org/10.1109/cvpr52688.2022.00136)**Xi Chen, Zhiyan Zhao, Yilei Zhang et al.*171 citations*
311. **[Modeling Indirect Illumination for Inverse Rendering ↗](https://doi.org/10.1109/cvpr52688.2022.01809)**Yuanqing Zhang, Jiaming Sun, Xingyi He et al.*171 citations*
312. **[CAFE: Learning to Condense Dataset by Aligning Features ↗](https://doi.org/10.1109/cvpr52688.2022.01188)**Kai Wang, Bo Zhao, Xiangyu Peng et al.*170 citations*
313. **[GeoNeRF: Generalizing NeRF with Geometry Priors ↗](https://doi.org/10.1109/cvpr52688.2022.01782)**Mohammad Mahdi Johari, Yann Lepoittevin, François Fleuret*170 citations*
314. **[Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection ↗](https://doi.org/10.1109/cvpr52688.2022.01453)**Alexandros Haliassos, Rodrigo Mira, Stavros Petridis et al.*170 citations*
315. **[Remember Intentions: Retrospective-Memory-based Trajectory Prediction ↗](https://doi.org/10.1109/cvpr52688.2022.00638)**Chenxin Xu, Weibo Mao, Wenjun Zhang et al.*170 citations*
316. **[Simple but Effective: CLIP Embeddings for Embodied AI ↗](https://doi.org/10.1109/cvpr52688.2022.01441)**Apoorv Khandelwal, Luca Weihs, Roozbeh Mottaghi et al.*170 citations*
317. **[Language as Queries for Referring Video Object Segmentation ↗](https://doi.org/10.1109/cvpr52688.2022.00492)**Jiannan Wu, Yi Jiang, Peize Sun et al.*169 citations*
318. **[AP-BSN: Self-Supervised Denoising for Real-World Images via Asymmetric PD and Blind-Spot Network ↗](https://doi.org/10.1109/cvpr52688.2022.01720)**Wooseok Lee, Sanghyun Son, Kyoung Mu Lee*168 citations*
319. **[End-to-End Referring Video Object Segmentation with Multimodal Transformers ↗](https://doi.org/10.1109/cvpr52688.2022.00493)**Adam Botach, Evgenii Zheltonozhskii, Chaim Baskin*168 citations*
320. **[MeMViT: Memory-Augmented Multiscale Vision Transformer for Efficient Long-Term Video Recognition ↗](https://doi.org/10.1109/cvpr52688.2022.01322)**Chao-Yuan Wu, Yanghao Li, Karttikeya Mangalam et al.*168 citations*
321. **[Improving Adversarial Transferability via Neuron Attribution-based Attacks ↗](https://doi.org/10.1109/cvpr52688.2022.01457)**Jianping Zhang, Weibin Wu, Jen-tse Huang et al.*167 citations*
322. **[Improving Visual Grounding with Visual-Linguistic Verification and Iterative Reasoning ↗](https://doi.org/10.1109/cvpr52688.2022.00928)**Yang Li, Yan Xu, Chunfeng Yuan et al.*167 citations*
323. **[LiDAR Snowfall Simulation for Robust 3D Object Detection ↗](https://doi.org/10.1109/cvpr52688.2022.01588)**Martin Hahner, Christos Sakaridis, Mario Bijelic et al.*167 citations*
324. **[ReSTR: Convolution-free Referring Image Segmentation Using Transformers ↗](https://doi.org/10.1109/cvpr52688.2022.01761)**Namyup Kim, Dong-Won Kim, Suha Kwak et al.*167 citations*
325. **[SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text Recognition ↗](https://doi.org/10.1109/cvpr52688.2022.00455)**Mingxin Huang, Yuliang Liu, Zhenghao Peng et al.*167 citations*
326. **[Putting People in their Place: Monocular Regression of 3D People in Depth ↗](https://doi.org/10.1109/cvpr52688.2022.01289)**Yu Ming Sun, Wu Liu, Qian Bao et al.*166 citations*
327. **[Effective conditioned and composed image retrieval combining CLIP-based features ↗](https://doi.org/10.1109/cvpr52688.2022.02080)**Alberto Baldrati, Marco Bertini, Tiberio Uricchio et al.*164 citations*
328. **[End-to-end Generative Pretraining for Multimodal Video Captioning ↗](https://doi.org/10.1109/cvpr52688.2022.01743)**Paul Hongsuck Seo, Arsha Nagrani, Anurag Arnab et al.*164 citations*
329. **[Mask Transfiner for High-Quality Instance Segmentation ↗](https://doi.org/10.1109/cvpr52688.2022.00437)**Lei Ke, Martin Danelljan, Xia Li et al.*164 citations*
330. **[MetaFSCIL: A Meta-Learning Approach for Few-Shot Class Incremental Learning ↗](https://doi.org/10.1109/cvpr52688.2022.01377)**Zhixiang Chi, Li Gu, Huan Liu et al.*164 citations*
331. **[End-to-End Multi-Person Pose Estimation with Transformers ↗](https://doi.org/10.1109/cvpr52688.2022.01079)**Dahu Shi, Xing Wei, Liangqi Li et al.*163 citations*
332. **[PatchNet: A Simple Face Anti-Spoofing Framework via Fine-Grained Patch Recognition ↗](https://doi.org/10.1109/cvpr52688.2022.01964)**Chien-Yi Wang, Yu-Ding Lu, Shang-Ta Yang et al.*163 citations*
333. **[Progressively Generating Better Initial Guesses Towards Next Stages for High-Quality Human Motion Prediction ↗](https://doi.org/10.1109/cvpr52688.2022.00633)**Tiezheng Ma, Yongwei Nie, Chengjiang Long et al.*163 citations*
334. **[Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation ↗](https://doi.org/10.1109/cvpr52688.2022.01081)**Shreyas Hampali, Sayan Deb Sarkar, Mahdi Rad et al.*162 citations*
335. **[StylizedNeRF: Consistent 3D Scene Stylization as Stylized NeRF via 2D-3D Mutual Learning ↗](https://doi.org/10.1109/cvpr52688.2022.01780)**Yi-Hua Huang, Yue Lei He, Yu-Jie Yuan et al.*162 citations*
336. **[Panoptic SegFormer: Delving Deeper into Panoptic Segmentation with Transformers ↗](https://doi.org/10.1109/cvpr52688.2022.00134)**Zhiqi Li, Wenhai Wang, Enze Xie et al.*161 citations*
337. **[Constrained Few-shot Class-incremental Learning ↗](https://doi.org/10.1109/cvpr52688.2022.00885)**Michael Hersche, Geethan Karunaratne, Giovanni Cherubini et al.*160 citations*
338. **[MERLOT RESERVE: Neural Script Knowledge through Vision and Language and Sound ↗](https://doi.org/10.1109/cvpr52688.2022.01589)**Rowan Zellers, Jiasen Lu, Xunfa Lu et al.*160 citations*
339. **[PubTables-1M: Towards comprehensive table extraction from unstructured documents ↗](https://doi.org/10.1109/cvpr52688.2022.00459)**Brandon Smock, Rohith Pesala, Robin Abraham*160 citations*
340. **[GPV-Pose: Category-level Object Pose Estimation via Geometry-guided Point-wise Voting ↗](https://doi.org/10.1109/cvpr52688.2022.00666)**Yan Di, Ruida Zhang, Zhiqiang Lou et al.*159 citations*
341. **[P3Depth: Monocular Depth Estimation with a Piecewise Planarity Prior ↗](https://doi.org/10.1109/cvpr52688.2022.00166)**Vaishakh Patil, Christos Sakaridis, Alexander Liniger et al.*159 citations*
342. **[Spatio-temporal Relation Modeling for Few-shot Action Recognition ↗](https://doi.org/10.1109/cvpr52688.2022.01933)**Anirudh Thatipelli, Sanath Narayan, Salman Hameed Khan et al.*159 citations*
343. **[A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation ↗](https://doi.org/10.1109/cvpr52688.2022.00506)**Yutong Chen, Fangyun Wei, Xiao Na Sun et al.*158 citations*
344. **[ABO: Dataset and Benchmarks for Real-World 3D Object Understanding ↗](https://doi.org/10.1109/cvpr52688.2022.02045)**Jasmine Collins, Shubham Goel, Kenan Deng et al.*158 citations*
345. **[GEN-VLKT: Simplify Association and Enhance Interaction Understanding for HOI Detection ↗](https://doi.org/10.1109/cvpr52688.2022.01949)**Yue Liao, Aixi Zhang, Miao Lu et al.*158 citations*
346. **[MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning ↗](https://doi.org/10.1109/cvpr52688.2022.00746)**Shiming Chen, Ziming Hong, Guo-Sen Xie et al.*158 citations*
347. **[Neural 3D Scene Reconstruction with the Manhattan-world Assumption ↗](https://doi.org/10.1109/cvpr52688.2022.00543)**Haoyu Guo, Sida Peng, Haotong Lin et al.*158 citations*
348. **[AEGNN: Asynchronous Event-based Graph Neural Networks ↗](https://doi.org/10.1109/cvpr52688.2022.01205)**Simon Schaefer, Daniel Gehrig, Davide Scaramuzza*157 citations*
349. **[HOI4D: A 4D Egocentric Dataset for Category-Level Human-Object Interaction ↗](https://doi.org/10.1109/cvpr52688.2022.02034)**Yunze Liu, Yun Liu, Che Jiang et al.*157 citations*
350. **[Source-Free Domain Adaptation via Distribution Estimation ↗](https://doi.org/10.1109/cvpr52688.2022.00707)**Ning Ding, Yixing Xu, Yehui Tang et al.*157 citations*
351. **[Shadows can be Dangerous: Stealthy and Effective Physical-world Adversarial Attack by Natural Phenomenon ↗](https://doi.org/10.1109/cvpr52688.2022.01491)**Yiqi Zhong, Xianming Liu, Deming Zhai et al.*156 citations*
352. **[Lite Vision Transformer with Enhanced Self-Attention ↗](https://doi.org/10.1109/cvpr52688.2022.01169)**Chenglin Yang, Yilin Wang, Jianming Zhang et al.*155 citations*
353. **[Rope3D: The Roadside Perception Dataset for Autonomous Driving and Monocular 3D Object Detection Task ↗](https://doi.org/10.1109/cvpr52688.2022.02065)**Xiaoqing Ye, Mao Shu, Hanyu Li et al.*155 citations*
354. **[Category Contrast for Unsupervised Domain Adaptation in Visual Tasks ↗](https://doi.org/10.1109/cvpr52688.2022.00127)**Jiaxing Huang, Dayan Guan, Aoran Xiao et al.*154 citations*
355. **[Deep Color Consistent Network for Low-Light Image Enhancement ↗](https://doi.org/10.1109/cvpr52688.2022.00194)**Zhao Zhang, Huan Qun Zheng, Richang Hong et al.*154 citations*
356. **[SelfRecon: Self Reconstruction Your Digital Avatar from Monocular Video ↗](https://doi.org/10.1109/cvpr52688.2022.00552)**Boyi Jiang, Yang Hong, Hujun Bao et al.*154 citations*
357. **[LAS-AT: Adversarial Training with Learnable Attack Strategy ↗](https://doi.org/10.1109/cvpr52688.2022.01304)**Xiaojun Jia, Yong Zhang, Baoyuan Wu et al.*153 citations*
358. **[Long- Tailed Recognition via Weight Balancing ↗](https://doi.org/10.1109/cvpr52688.2022.00677)**Shaden Alshammari, Yu-Xiong Wang, Deva Ramanan et al.*152 citations*
359. **[PONI: Potential Functions for ObjectGoal Navigation with Interaction-free Learning ↗](https://doi.org/10.1109/cvpr52688.2022.01832)**Santhosh Kumar Ramakrishnan, Devendra Singh Chaplot, Ziad Al-Halah et al.*152 citations*
360. **[Towards An End-to-End Framework for Flow-Guided Video Inpainting ↗](https://doi.org/10.1109/cvpr52688.2022.01704)**Zhen Li, Cheng-Ze Lu, Jianhua Qin et al.*152 citations*
361. **[Photorealistic Monocular 3D Reconstruction of Humans Wearing Clothing ↗](https://doi.org/10.1109/cvpr52688.2022.00156)**Thiemo Alldieck, Mihai Zanfir, Cristian Sminchisescu*151 citations*
362. **[Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization ↗](https://doi.org/10.1109/cvpr52688.2022.00818)**Luke Melas-Kyriazi, Christian Rupprecht, Iro Laina et al.*150 citations*
363. **[IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo ↗](https://doi.org/10.1109/cvpr52688.2022.00841)**Fangjinhua Wang, Silvano Galliani, Christoph A. Vogel et al.*150 citations*
364. **[MixFormer: Mixing Features across Windows and Dimensions ↗](https://doi.org/10.1109/cvpr52688.2022.00518)**Qiang Chen, Qiman Wu, Jian Wang et al.*150 citations*
365. **[FineDiving: A Fine-grained Dataset for Procedure-aware Action Quality Assessment ↗](https://doi.org/10.1109/cvpr52688.2022.00296)**Jinglin Xu, Yongming Rao, Xumin Yu et al.*149 citations*
366. **[Self-Supervised Models are Continual Learners ↗](https://doi.org/10.1109/cvpr52688.2022.00940)**Enrico Fini, Victor G. Turrisi da Costa, Xavier Alameda-Pineda et al.*149 citations*
367. **[Self-Supervised Transformers for Unsupervised Object Discovery using Normalized Cut ↗](https://doi.org/10.1109/cvpr52688.2022.01414)**Yangtao Wang, Xi Shen, Shell Xu Hu et al.*149 citations*
368. **[POCO: Point Convolution for Surface Reconstruction ↗](https://doi.org/10.1109/cvpr52688.2022.00620)**Alexandre Boulch, Renaud Marlet*148 citations*
369. **[Pointly-Supervised Instance Segmentation ↗](https://doi.org/10.1109/cvpr52688.2022.00264)**Bowen Cheng, Omkar Parkhi, Alexander Kirillov*148 citations*
370. **[Discrete Cosine Transform Network for Guided Depth Map Super-Resolution ↗](https://doi.org/10.1109/cvpr52688.2022.00561)**Zixiang Zhao, Jiangshe Zhang, Shuang Xu et al.*147 citations*
371. **[On Adversarial Robustness of Trajectory Prediction for Autonomous Vehicles ↗](https://doi.org/10.1109/cvpr52688.2022.01473)**Qingzhao Zhang, Shengtuo Hu, Jiachen Sun et al.*147 citations*
372. **[ZeroCap: Zero-Shot Image-to-Text Generation for Visual-Semantic Arithmetic ↗](https://doi.org/10.1109/cvpr52688.2022.01739)**Yoad Tewel, Yoav Shalev, Idan Schwartz et al.*147 citations*
373. **[CAT-Det: Contrastively Augmented Transformer for Multimodal 3D Object Detection ↗](https://doi.org/10.1109/cvpr52688.2022.00098)**Yanan Zhang, Jiaxin Chen, Di Huang*146 citations*
374. **[Deep Constrained Least Squares for Blind Image Super-Resolution ↗](https://doi.org/10.1109/cvpr52688.2022.01712)**Ziwei Luo, Haibin Huang, Lei Yu et al.*146 citations*
375. **[Splicing ViT Features for Semantic Appearance Transfer ↗](https://doi.org/10.1109/cvpr52688.2022.01048)**Narek Tumanyan, Omer Bar-Tal, Shai Bagon et al.*146 citations*
376. **[An Image Patch is a Wave: Phase-Aware Vision MLP ↗](https://doi.org/10.1109/cvpr52688.2022.01066)**Yehui Tang, Kai Han, Jianyuan Guo et al.*145 citations*
377. **[Generating Useful Accident-Prone Driving Scenarios via a Learned Traffic Prior ↗](https://doi.org/10.1109/cvpr52688.2022.01679)**Davis Rempe, Jonah Philion, Leonidas J. Guibas et al.*145 citations*
378. **[Learning Non-target Knowledge for Few-shot Semantic Segmentation ↗](https://doi.org/10.1109/cvpr52688.2022.01128)**Yuanwei Liu, Nian Liu, Qinglong Cao et al.*145 citations*
379. **[C 2 AM: Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation ↗](https://doi.org/10.1109/cvpr52688.2022.00106)**Jinheng Xie, Jianfeng Xiang, Junliang Chen et al.*144 citations*
380. **[Highly-efficient Incomplete Largescale Multiview Clustering with Consensus Bipartite Graph ↗](https://doi.org/10.1109/cvpr52688.2022.00955)**Siwei Wang, Xinwang Liu, Li Liu et al.*144 citations*
381. **[Implicit Sample Extension for Unsupervised Person Re-Identification ↗](https://doi.org/10.1109/cvpr52688.2022.00722)**Xinyu Zhang, Dongdong Li, Zhigang Wang et al.*144 citations*
382. **[Text Spotting Transformers ↗](https://doi.org/10.1109/cvpr52688.2022.00930)**Xiang Zhang, Yongwen Su, Subarna Tripathi et al.*144 citations*
383. **[Everything at Once – Multi-modal Fusion Transformer for Video Retrieval ↗](https://doi.org/10.1109/cvpr52688.2022.01939)**Nina Shvetsova, Brian Chen, Andrew Rouditchenko et al.*143 citations*
384. **[Frequency-driven Imperceptible Adversarial Attack on Semantic Similarity ↗](https://doi.org/10.1109/cvpr52688.2022.01488)**Cheng Luo, Qinliang Lin, Weicheng Xie et al.*143 citations*
385. **[Not All Tokens Are Equal: Human-centric Visual Analysis via Token Clustering Transformer ↗](https://doi.org/10.1109/cvpr52688.2022.01082)**Wang Zeng, Sheng Jin, Wentao Liu et al.*143 citations*
386. **[Protecting Facial Privacy: Generating Adversarial Identity Masks via Style-robust Makeup Transfer ↗](https://doi.org/10.1109/cvpr52688.2022.01459)**Shengshan Hu, Xiaogeng Liu, Yechao Zhang et al.*143 citations*
387. **[Time Lens++: Event-based Frame Interpolation with Parametric Nonlinear Flow and Multi-scale Fusion ↗](https://doi.org/10.1109/cvpr52688.2022.01723)**Stepan Tulyakov, Alfredo Bochicchio, Daniel Gehrig et al.*143 citations*
388. **[Unbiased Teacher v2: Semi-supervised Object Detection for Anchor-free and Anchor-based Detectors ↗](https://doi.org/10.1109/cvpr52688.2022.00959)**Yen‐Cheng Liu, Chih‐Yao Ma, Zsolt Kira*143 citations*
389. **[Video Frame Interpolation with Transformer ↗](https://doi.org/10.1109/cvpr52688.2022.00352)**Liying Lu, Ruizheng Wu, Huaijia Lin et al.*143 citations*
390. **[Equalized Focal Loss for Dense Long-Tailed Object Detection ↗](https://doi.org/10.1109/cvpr52688.2022.00686)**Bo Li, Yongqiang Yao, Jingru Tan et al.*142 citations*
391. **[Stochastic Variance Reduced Ensemble Adversarial Attack for Boosting the Adversarial Transferability ↗](https://doi.org/10.1109/cvpr52688.2022.01456)**Yifeng Xiong, Jiadong Lin, Min Zhang et al.*142 citations*
392. **[EfficientNeRF - Efficient Neural Radiance Fields ↗](https://doi.org/10.1109/cvpr52688.2022.01256)**Tao Hu, Shu Liu, Yilun Chen et al.*141 citations*
393. **[NeRFReN: Neural Radiance Fields with Reflections ↗](https://doi.org/10.1109/cvpr52688.2022.01786)**Yuan-Chen Guo, Di Kang, Linchao Bao et al.*141 citations*
394. **[Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer ↗](https://doi.org/10.1109/cvpr52688.2022.00754)**Shuai Yang, Liming Jiang, Ziwei Liu et al.*141 citations*
395. **[Face2Exp: Combating Data Biases for Facial Expression Recognition ↗](https://doi.org/10.1109/cvpr52688.2022.01965)**Dan Zeng, Zhiyuan Lin, Yan Xiao et al.*140 citations*
396. **[Parameter-free Online Test-time Adaptation ↗](https://doi.org/10.1109/cvpr52688.2022.00816)**Malik Boudiaf, Romain Mueller, Ismail Ben Ayed et al.*139 citations*
397. **[FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning ↗](https://doi.org/10.1109/cvpr52688.2022.00986)**Minxue Tang, Xuefei Ning, Yitu Wang et al.*138 citations*
398. **[Hybrid Relation Guided Set Matching for Few-shot Action Recognition ↗](https://doi.org/10.1109/cvpr52688.2022.01932)**Xiang Wang, Shiwei Zhang, Zhiwu Qing et al.*138 citations*
399. **[Knowledge Distillation via the Target-aware Transformer ↗](https://doi.org/10.1109/cvpr52688.2022.01064)**Sihao Lin, Hongwei Xie, Bing Wang et al.*138 citations*
400. **[Revisiting the “Video” in Video-Language Understanding ↗](https://doi.org/10.1109/cvpr52688.2022.00293)**Shyamal Buch, Cristóbal Eyzaguirre, Adrien Gaidon et al.*138 citations*

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