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

2,077 papers · page 2 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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101. **[Neural 3D Video Synthesis from Multi-view Video ↗](https://doi.org/10.1109/cvpr52688.2022.00544)**Tianye Li, Mira Slavcheva, Michael Zollhöfer et al.*387 citations*
102. **[Focal and Global Knowledge Distillation for Detectors ↗](https://doi.org/10.1109/cvpr52688.2022.00460)**Zhendong Yang, Zhe Li, Xiaohu Jiang et al.*380 citations*
103. **[Rethinking Semantic Segmentation: A Prototype View ↗](https://doi.org/10.1109/cvpr52688.2022.00261)**Tianfei Zhou, Wenguan Wang, Ender Konukoğlu et al.*376 citations*
104. **[DanceTrack: Multi-Object Tracking in Uniform Appearance and Diverse Motion ↗](https://doi.org/10.1109/cvpr52688.2022.02032)**Peize Sun, Jinkun Cao, Yi Jiang et al.*374 citations*
105. **[FedDC: Federated Learning with Non-IID Data via Local Drift Decoupling and Correction ↗](https://doi.org/10.1109/cvpr52688.2022.00987)**Liang Gao, Huazhu Fu, Li Li et al.*374 citations*
106. **[Fine-tuning Global Model via Data-Free Knowledge Distillation for Non-IID Federated Learning ↗](https://doi.org/10.1109/cvpr52688.2022.00993)**Lin Zhang, Li Shen, Liang Ding et al.*371 citations*
107. **[Neural Window Fully-connected CRFs for Monocular Depth Estimation ↗](https://doi.org/10.1109/cvpr52688.2022.00389)**Weihao Yuan, Xiaodong Gu, Zuozhuo Dai et al.*361 citations*
108. **[Dense Depth Priors for Neural Radiance Fields from Sparse Input Views ↗](https://doi.org/10.1109/cvpr52688.2022.01255)**Barbara Roessle, Jonathan T. Barron, Ben Mildenhall et al.*358 citations*
109. **[DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion ↗](https://doi.org/10.1109/cvpr52688.2022.00907)**Arthur Douillard, Alexandre Ramé, Guillaume Couairon et al.*357 citations*
110. **[Learning to Prompt for Open-Vocabulary Object Detection with Vision-Language Model ↗](https://doi.org/10.1109/cvpr52688.2022.01369)**Yu Du, Fangyun Wei, Zihe Zhang et al.*354 citations*
111. **[Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction ↗](https://doi.org/10.1109/cvpr52688.2022.01698)**Yuanhao Cai, Jing Lin, Xiaowan Hu et al.*353 citations*
112. **[MPViT: Multi-Path Vision Transformer for Dense Prediction ↗](https://doi.org/10.1109/cvpr52688.2022.00714)**Youngwan Lee, Jonghee Kim, Jeffrey Willette et al.*351 citations*
113. **[Balanced Multimodal Learning via On-the-fly Gradient Modulation ↗](https://doi.org/10.1109/cvpr52688.2022.00806)**Xiaokang Peng, Yake Wei, Andong Deng et al.*349 citations*
114. **[NeRF in the Dark: High Dynamic Range View Synthesis from Noisy Raw Images ↗](https://doi.org/10.1109/cvpr52688.2022.01571)**Ben Mildenhall, Peter Hedman, Ricardo Martin-Brualla et al.*349 citations*
115. **[An Empirical Study of Training End-to-End Vision-and-Language Transformers ↗](https://doi.org/10.1109/cvpr52688.2022.01763)**Zi-Yi Dou, Yichong Xu, Zhe Gan et al.*348 citations*
116. **[Extracting Triangular 3D Models, Materials, and Lighting From Images ↗](https://doi.org/10.1109/cvpr52688.2022.00810)**Jacob Munkberg, Wenzheng Chen, Jon Hasselgren et al.*347 citations*
117. **[Practical Stereo Matching via Cascaded Recurrent Network with Adaptive Correlation ↗](https://doi.org/10.1109/cvpr52688.2022.01578)**Jiankun Li, Peisen Wang, Pengfei Xiong et al.*345 citations*
118. **[CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance Fields ↗](https://doi.org/10.1109/cvpr52688.2022.00381)**Can Wang, Menglei Chai, Mingming He et al.*343 citations*
119. **[TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation ↗](https://doi.org/10.1109/cvpr52688.2022.01177)**Wenqiang Zhang, Zilong Huang, Guozhong Luo et al.*340 citations*
120. **[Shunted Self-Attention via Multi-Scale Token Aggregation ↗](https://doi.org/10.1109/cvpr52688.2022.01058)**Sucheng Ren, Daquan Zhou, Shengfeng He et al.*339 citations*
121. **[A-ViT: Adaptive Tokens for Efficient Vision Transformer ↗](https://doi.org/10.1109/cvpr52688.2022.01054)**Hongxu Yin, Arash Vahdat, José Manuel Álvarez et al.*334 citations*
122. **[Learning What Not to Segment: A New Perspective on Few-Shot Segmentation ↗](https://doi.org/10.1109/cvpr52688.2022.00789)**Chunbo Lang, Gong Cheng, Binfei Tu et al.*333 citations*
123. **[Focal Sparse Convolutional Networks for 3D Object Detection ↗](https://doi.org/10.1109/cvpr52688.2022.00535)**Yukang Chen, Yanwei Li, Xiangyu Zhang et al.*325 citations*
124. **[CLRNet: Cross Layer Refinement Network for Lane Detection ↗](https://doi.org/10.1109/cvpr52688.2022.00097)**Tu Zheng, Yifei Huang, Yang Liu et al.*324 citations*
125. **[Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation ↗](https://doi.org/10.1109/cvpr52688.2022.00422)**Yuyuan Liu, Yu Tian, Yuanhong Chen et al.*319 citations*
126. **[Diffusion Autoencoders: Toward a Meaningful and Decodable Representation ↗](https://doi.org/10.1109/cvpr52688.2022.01036)**Konpat Preechakul, Nattanat Chatthee, Suttisak Wizadwongsa et al.*318 citations*
127. **[ICON: Implicit Clothed humans Obtained from Normals ↗](https://doi.org/10.1109/cvpr52688.2022.01294)**Yuliang Xiu, Jinlong Yang, Dimitrios Tzionas et al.*318 citations*
128. **[Detecting Camouflaged Object in Frequency Domain ↗](https://doi.org/10.1109/cvpr52688.2022.00446)**Yijie Zhong, Bo Li, Lv Tang et al.*317 citations*
129. **[Self-augmented Unpaired Image Dehazing via Density and Depth Decomposition ↗](https://doi.org/10.1109/cvpr52688.2022.00208)**Yang Yang, Chaoyue Wang, Risheng Liu et al.*317 citations*
130. **[DF-GAN: A Simple and Effective Baseline for Text-to-Image Synthesis ↗](https://doi.org/10.1109/cvpr52688.2022.01602)**Ming Tao, Hao Tang, Fei Wu et al.*313 citations*
131. **[Stochastic Trajectory Prediction via Motion Indeterminacy Diffusion ↗](https://doi.org/10.1109/cvpr52688.2022.01660)**Tianpei Gu, Guangyi Chen, Junlong Li et al.*313 citations*
132. **[VL-ADAPTER: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks ↗](https://doi.org/10.1109/cvpr52688.2022.00516)**Yi-Lin Sung, Jaemin Cho, Mohit Bansal*312 citations*
133. **[Cross-view Transformers for real-time Map-view Semantic Segmentation ↗](https://doi.org/10.1109/cvpr52688.2022.01339)**Brady Zhou, Philipp Krähenbühl*311 citations*
134. **[Multi-class Token Transformer for Weakly Supervised Semantic Segmentation ↗](https://doi.org/10.1109/cvpr52688.2022.00427)**Lian Xu, Wanli Ouyang, Mohammed Bennamoun et al.*305 citations*
135. **[Part-based Pseudo Label Refinement for Unsupervised Person Re-identification ↗](https://doi.org/10.1109/cvpr52688.2022.00716)**Yoonki Cho, Woo Jae Kim, Seunghoon Hong et al.*305 citations*
136. **[SwinBERT: End-to-End Transformers with Sparse Attention for Video Captioning ↗](https://doi.org/10.1109/cvpr52688.2022.01742)**Kevin Lin, Linjie Li, Chung-Ching Lin et al.*305 citations*
137. **[CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding ↗](https://doi.org/10.1109/cvpr52688.2022.00967)**Mohamed Afham, Isuru Dissanayake, Dinithi Dissanayake et al.*303 citations*
138. **[Joint Distribution Matters: Deep Brownian Distance Covariance for Few-Shot Classification ↗](https://doi.org/10.1109/cvpr52688.2022.00781)**Jiangtao Xie, Fei Long, Peihua Li et al.*302 citations*
139. **[PhysFormer: Facial Video-based Physiological Measurement with Temporal Difference Transformer ↗](https://doi.org/10.1109/cvpr52688.2022.00415)**Zitong Yu, Yuming Shen, Jingang Shi et al.*300 citations*
140. **[Self-supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection ↗](https://doi.org/10.1109/cvpr52688.2022.01815)**Liang Chen, Yong Zhang, Yibing Song et al.*300 citations*
141. **[The Devil Is in the Details: Window-based Attention for Image Compression ↗](https://doi.org/10.1109/cvpr52688.2022.01697)**Renjie Zou, Chunfeng Song, Zhaoxiang Zhang*300 citations*
142. **[Decoupling Zero-Shot Semantic Segmentation ↗](https://doi.org/10.1109/cvpr52688.2022.01129)**Jian Ding, Nan Xue, Gui-Song Xia et al.*296 citations*
143. **[Vision-Language Pre-Training with Triple Contrastive Learning ↗](https://doi.org/10.1109/cvpr52688.2022.01522)**Jinyu Yang, Jiali Duan, Son Tran et al.*295 citations*
144. **[Embracing Single Stride 3D Object Detector with Sparse Transformer ↗](https://doi.org/10.1109/cvpr52688.2022.00827)**Lue Fan, Ziqi Pang, Tianyuan Zhang et al.*293 citations*
145. **[MonoScene: Monocular 3D Semantic Scene Completion ↗](https://doi.org/10.1109/cvpr52688.2022.00396)**Anh-Quan Cao, Raoul de Charette*293 citations*
146. **[Multiview Transformers for Video Recognition ↗](https://doi.org/10.1109/cvpr52688.2022.00333)**Yan Shen, Xuehan Xiong, Anurag Arnab et al.*292 citations*
147. **[Attention Concatenation Volume for Accurate and Efficient Stereo Matching ↗](https://doi.org/10.1109/cvpr52688.2022.01264)**Gangwei Xu, Junda Cheng, Peng Guo et al.*291 citations*
148. **[Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection ↗](https://doi.org/10.1109/cvpr52688.2022.01321)**Nicolae-Cătălin Ristea, Neelu Madan, Radu Tudor Ionescu et al.*291 citations*
149. **[Deep Generalized Unfolding Networks for Image Restoration ↗](https://doi.org/10.1109/cvpr52688.2022.01688)**Chong Mou, Qian Wang, Jian Zhang*290 citations*
150. **[Text2Mesh: Text-Driven Neural Stylization for Meshes ↗](https://doi.org/10.1109/cvpr52688.2022.01313)**Oscar Michel, Roi Bar‐On, Richard Liu et al.*289 citations*
151. **[ViM: Out-Of-Distribution with Virtual-logit Matching ↗](https://doi.org/10.1109/cvpr52688.2022.00487)**Haoqi Wang, Zhizhong Li, Litong Feng et al.*289 citations*
152. **[Neural RGB-D Surface Reconstruction ↗](https://doi.org/10.1109/cvpr52688.2022.00619)**Dejan Azinović, Ricardo Martin-Brualla, Dan B Goldman et al.*288 citations*
153. **[On Aliased Resizing and Surprising Subtleties in GAN Evaluation ↗](https://doi.org/10.1109/cvpr52688.2022.01112)**Gaurav Parmar, Richard Zhang, Jun-Yan Zhu*285 citations*
154. **[Forward Compatible Few-Shot Class-Incremental Learning ↗](https://doi.org/10.1109/cvpr52688.2022.00884)**Da-Wei Zhou, Fuyun Wang, Han-Jia Ye et al.*281 citations*
155. **[Learning Affinity from Attention: End-to-End Weakly-Supervised Semantic Segmentation with Transformers ↗](https://doi.org/10.1109/cvpr52688.2022.01634)**Lixiang Ru, Yibing Zhan, Baosheng Yu et al.*281 citations*
156. **[Learn from Others and Be Yourself in Heterogeneous Federated Learning ↗](https://doi.org/10.1109/cvpr52688.2022.00990)**Wenke Huang, Mang Ye, Bo Du*280 citations*
157. **[Autoregressive Image Generation using Residual Quantization ↗](https://doi.org/10.1109/cvpr52688.2022.01123)**Doyup Lee, Chiheon Kim, Saehoon Kim et al.*279 citations*
158. **[FMCNet: Feature-Level Modality Compensation for Visible-Infrared Person Re-Identification ↗](https://doi.org/10.1109/cvpr52688.2022.00720)**Qiang Zhang, Changzhou Lai, Jianan Liu et al.*279 citations*
159. **[Learning with Twin Noisy Labels for Visible-Infrared Person Re-Identification ↗](https://doi.org/10.1109/cvpr52688.2022.01391)**Mouxing Yang, Zhenyu Huang, Peng Hu et al.*279 citations*
160. **[SoftGroup for 3D Instance Segmentation on Point Clouds ↗](https://doi.org/10.1109/cvpr52688.2022.00273)**Thang Vu, Kookhoi Kim, Tung M. Luu et al.*279 citations*
161. **[Visible-Thermal UAV Tracking: A Large-Scale Benchmark and New Baseline ↗](https://doi.org/10.1109/cvpr52688.2022.00868)**Pengyu Zhang, Jie Wen Zhao, Dong Wang et al.*278 citations*
162. **[Dual Cross-Attention Learning for Fine-Grained Visual Categorization and Object Re-Identification ↗](https://doi.org/10.1109/cvpr52688.2022.00465)**Haowei Zhu, Wenjing Ke, Dong Li et al.*277 citations*
163. **[REGTR: End-to-end Point Cloud Correspondences with Transformers ↗](https://doi.org/10.1109/cvpr52688.2022.00656)**Zi Jian Yew, Gim Hee Lee*277 citations*
164. **[Sparse Fuse Dense: Towards High Quality 3D Detection with Depth Completion ↗](https://doi.org/10.1109/cvpr52688.2022.00534)**Xiaopei Wu, Liang Peng, Honghui Yang et al.*277 citations*
165. **[Urban Radiance Fields ↗](https://doi.org/10.1109/cvpr52688.2022.01259)**Konstantinos Rematas, Andrew Liu, Pratul Srinivasan et al.*277 citations*
166. **[Come-Closer-Diffuse-Faster: Accelerating Conditional Diffusion Models for Inverse Problems through Stochastic Contraction ↗](https://doi.org/10.1109/cvpr52688.2022.01209)**Hyungjin Chung, Byeongsu Sim, Jong Chul Ye*275 citations*
167. **[Contrastive Test-Time Adaptation ↗](https://doi.org/10.1109/cvpr52688.2022.00039)**Dian Chen, Dequan Wang, Trevor Jackson Darrell et al.*272 citations*
168. **[Rethinking Visual Geo-localization for Large-Scale Applications ↗](https://doi.org/10.1109/cvpr52688.2022.00483)**Gabriele Berton, Carlo Masone, Barbara Caputo*272 citations*
169. **[TCTrack: Temporal Contexts for Aerial Tracking ↗](https://doi.org/10.1109/cvpr52688.2022.01438)**Ziang Cao, Ziyuan Huang, Liang Pan et al.*272 citations*
170. **[TransMVSNet: Global Context-aware Multi-view Stereo Network with Transformers ↗](https://doi.org/10.1109/cvpr52688.2022.00839)**Yikang Ding, Wentao Yuan, Qingtian Zhu et al.*267 citations*
171. **[Cross-Image Relational Knowledge Distillation for Semantic Segmentation ↗](https://doi.org/10.1109/cvpr52688.2022.01200)**Chuanguang Yang, Helong Zhou, Zhulin An et al.*265 citations*
172. **[FaceFormer: Speech-Driven 3D Facial Animation with Transformers ↗](https://doi.org/10.1109/cvpr52688.2022.01821)**Yingruo Fan, Zhaojiang Lin, Jun Saito et al.*263 citations*
173. **[Gait Recognition in the Wild with Dense 3D Representations and A Benchmark ↗](https://doi.org/10.1109/cvpr52688.2022.01959)**Jinkai Zheng, Xinchen Liu, Wu Liu et al.*260 citations*
174. **[Deblurring via Stochastic Refinement ↗](https://doi.org/10.1109/cvpr52688.2022.01581)**Jay Whang, Mauricio Delbracio, Hossein Talebi et al.*259 citations*
175. **[HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing ↗](https://doi.org/10.1109/cvpr52688.2022.01796)**Yuval Alaluf, Omer Tov, Ron Mokady et al.*259 citations*
176. **[Cross-Domain Adaptive Teacher for Object Detection ↗](https://doi.org/10.1109/cvpr52688.2022.00743)**Yu-Jhe Li, Xiaoliang Dai, Chih‐Yao Ma et al.*258 citations*
177. **[Boosting Crowd Counting via Multifaceted Attention ↗](https://doi.org/10.1109/cvpr52688.2022.01901)**Hui Lin, Zhiheng Ma, Rongrong Ji et al.*257 citations*
178. **[Clothes-Changing Person Re-identification with RGB Modality Only ↗](https://doi.org/10.1109/cvpr52688.2022.00113)**Xinqian Gu, Hong Chang, Bingpeng Ma et al.*256 citations*
179. **[EDTER: Edge Detection with Transformer ↗](https://doi.org/10.1109/cvpr52688.2022.00146)**Mengyang Pu, Yaping Huang, Yuming Liu et al.*253 citations*
180. **[AdaViT: Adaptive Vision Transformers for Efficient Image Recognition ↗](https://doi.org/10.1109/cvpr52688.2022.01199)**Lingchen Meng, Hengduo Li, Bor-Chun Chen et al.*252 citations*
181. **[CLIPstyler: Image Style Transfer with a Single Text Condition ↗](https://doi.org/10.1109/cvpr52688.2022.01753)**Gihyun Kwon, Jong Chul Ye*251 citations*
182. **[Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation ↗](https://doi.org/10.1109/cvpr52688.2022.01178)**Jiaqi Gu, Hyoukjun Kwon, Dilin Wang et al.*251 citations*
183. **[Segment, Magnify and Reiterate: Detecting Camouflaged Objects the Hard Way ↗](https://doi.org/10.1109/cvpr52688.2022.00467)**Qi Jia, Shuilian Yao, Yu Liu et al.*251 citations*
184. **[Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain Generalization ↗](https://doi.org/10.1109/cvpr52688.2022.00787)**Yabin Zhang, Minghan Li, Ruihuang Li et al.*250 citations*
185. **[Multimodal Token Fusion for Vision Transformers ↗](https://doi.org/10.1109/cvpr52688.2022.01187)**Yikai Wang, Xinghao Chen, Lele Cao et al.*250 citations*
186. **[SimMatch: Semi-supervised Learning with Similarity Matching ↗](https://doi.org/10.1109/cvpr52688.2022.01407)**Mingkai Zheng, Shan You, Lang Huang et al.*248 citations*
187. **[StyleSwin: Transformer-based GAN for High-resolution Image Generation ↗](https://doi.org/10.1109/cvpr52688.2022.01102)**Bowen Zhang, Shuyang Gu, Bo Zhang et al.*247 citations*
188. **[Prompt Distribution Learning ↗](https://doi.org/10.1109/cvpr52688.2022.00514)**Yuning Lu, Jianzhuang Liu, Yonggang Zhang et al.*246 citations*
189. **[StyleSDF: High-Resolution 3D-Consistent Image and Geometry Generation ↗](https://doi.org/10.1109/cvpr52688.2022.01314)**Roy Or-El, Xuan Luo, Mengyi Shan et al.*245 citations*
190. **[Surface Representation for Point Clouds ↗](https://doi.org/10.1109/cvpr52688.2022.01837)**Haoxi Ran, Jun Liu, Chengjie Wang*245 citations*
191. **[Knowledge distillation: A good teacher is patient and consistent ↗](https://doi.org/10.1109/cvpr52688.2022.01065)**Lucas Beyer, Xiaohua Zhai, Amélie Royer et al.*243 citations*
192. **[Generalized Category Discovery ↗](https://doi.org/10.1109/cvpr52688.2022.00734)**Sagar Vaze, Kai Hant, Andrea Vedaldi et al.*241 citations*
193. **[High-Fidelity GAN Inversion for Image Attribute Editing ↗](https://doi.org/10.1109/cvpr52688.2022.01109)**Tengfei Wang, Yong Zhang, Yanbo Fan et al.*241 citations*
194. **[Local Texture Estimator for Implicit Representation Function ↗](https://doi.org/10.1109/cvpr52688.2022.00197)**Jaewon Lee, Kyong Hwan Jin*241 citations*
195. **[MeMOT: Multi-Object Tracking with Memory ↗](https://doi.org/10.1109/cvpr52688.2022.00792)**Jiarui Cai, Mingze Xu, Wei Li et al.*241 citations*
196. **[TransGeo: Transformer Is All You Need for Cross-view Image Geo-localization ↗](https://doi.org/10.1109/cvpr52688.2022.00123)**Sijie Zhu, Mubarak A. Shah, Chen Chen*241 citations*
197. **[Dataset Distillation by Matching Training Trajectories ↗](https://doi.org/10.1109/cvpr52688.2022.01045)**George Cazenavette, Tongzhou Wang, Antonio B. Torralba et al.*240 citations*
198. **[Layer-wised Model Aggregation for Personalized Federated Learning ↗](https://doi.org/10.1109/cvpr52688.2022.00985)**Xiaosong Ma, Jie Zhang, Song Guo et al.*240 citations*
199. **[Learning Multiple Adverse Weather Removal via Two-stage Knowledge Learning and Multi-contrastive Regularization: Toward a Unified Model ↗](https://doi.org/10.1109/cvpr52688.2022.01713)**Wei‐Ting Chen, Zhi-Kai Huang, Cheng-Che Tsai et al.*239 citations*
200. **[EMOCA: Emotion Driven Monocular Face Capture and Animation ↗](https://doi.org/10.1109/cvpr52688.2022.01967)**Radek Daněček, Michael J. Black, Timo Bolkart*238 citations*

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