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

1,667 papers · page 12 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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1101. **[Self-Point-Flow: Self-Supervised Scene Flow Estimation from Point Clouds with Optimal Transport and Random Walk ↗](https://doi.org/10.1109/cvpr46437.2021.01532)**Ruibo Li, Guosheng Lin, Lihua Xie*45 citations*
1102. **[Stochastic Image-to-Video Synthesis using cINNs ↗](https://doi.org/10.1109/cvpr46437.2021.00374)**Michael Dorkenwald, Timo Milbich, Andreas Blattmann et al.*45 citations*
1103. **[Understanding Failures of Deep Networks via Robust Feature Extraction ↗](https://doi.org/10.1109/cvpr46437.2021.01266)**Sahil Singla, Besmira Nushi, Shital Shah et al.*45 citations*
1104. **[A Circular-Structured Representation for Visual Emotion Distribution Learning ↗](https://doi.org/10.1109/cvpr46437.2021.00422)**Jingyuan Yang, Jie Li, Leida Li et al.*44 citations*
1105. **[DISCO: Dynamic and Invariant Sensitive Channel Obfuscation for deep neural networks ↗](https://doi.org/10.1109/cvpr46437.2021.01195)**Abhishek Singh, Ayush Chopra, Ethan Garza et al.*44 citations*
1106. **[Exemplar-Based Open-Set Panoptic Segmentation Network ↗](https://doi.org/10.1109/cvpr46437.2021.00123)**Jaedong Hwang, Seoung Wug Oh, Joon‐Young Lee et al.*44 citations*
1107. **[From Points to Multi-Object 3D Reconstruction ↗](https://doi.org/10.1109/cvpr46437.2021.00456)**Francis Engelmann, Konstantinos Rematas, Bastian Leibe et al.*44 citations*
1108. **[MaxUp: Lightweight Adversarial Training with Data Augmentation Improves Neural Network Training ↗](https://doi.org/10.1109/cvpr46437.2021.00250)**Chengyue Gong, Tongzheng Ren, Mao Ye et al.*44 citations*
1109. **[Perceptual Indistinguishability-Net (PI-Net): Facial Image Obfuscation with Manipulable Semantics ↗](https://doi.org/10.1109/cvpr46437.2021.00641)**Jiawei Chen, Li-Ju Chen, Chia-Mu Yu et al.*44 citations*
1110. **[Towards High Fidelity Face Relighting with Realistic Shadows ↗](https://doi.org/10.1109/cvpr46437.2021.01448)**Andrew Hou, Ze Zhang, Michel Sarkis et al.*44 citations*
1111. **[Variational Pedestrian Detection ↗](https://doi.org/10.1109/cvpr46437.2021.01145)**Yuang Zhang, Huanyu He, Jianguo Li et al.*44 citations*
1112. **[Weakly-Supervised Physically Unconstrained Gaze Estimation ↗](https://doi.org/10.1109/cvpr46437.2021.00985)**Rakshit Kothari, Shalini De Mello, Umar Iqbal et al.*44 citations*
1113. **[Wide-Baseline Relative Camera Pose Estimation with Directional Learning ↗](https://doi.org/10.1109/cvpr46437.2021.00327)**Kefan Chen, Noah Snavely, Ameesh Makadia*44 citations*
1114. **[Affective Processes: stochastic modelling of temporal context for emotion and facial expression recognition ↗](https://doi.org/10.1109/cvpr46437.2021.00896)**Enrique Sánchez, Mani Kumar Tellamekala, Michel Valstar et al.*43 citations*
1115. **[Bilevel Online Adaptation for Out-of-Domain Human Mesh Reconstruction ↗](https://doi.org/10.1109/cvpr46437.2021.01033)**Shanyan Guan, Jingwei Xu, Yunbo Wang et al.*43 citations*
1116. **[Combinatorial Learning of Graph Edit Distance via Dynamic Embedding ↗](https://doi.org/10.1109/cvpr46437.2021.00520)**Runzhong Wang, Tianqi Zhang, Tianshu Yu et al.*43 citations*
1117. **[Deep Texture Recognition via Exploiting Cross-Layer Statistical Self-Similarity ↗](https://doi.org/10.1109/cvpr46437.2021.00519)**Zhile Chen, Feng Li, Yuhui Quan et al.*43 citations*
1118. **[Discovering Interpretable Latent Space Directions of GANs Beyond Binary Attributes ↗](https://doi.org/10.1109/cvpr46437.2021.01200)**Huiting Yang, Liangyu Chai, Qiang Wen et al.*43 citations*
1119. **[Shape and Material Capture at Home ↗](https://doi.org/10.1109/cvpr46437.2021.00606)**Daniel Lichy, Jiaye Wu, Soumyadip Sengupta et al.*43 citations*
1120. **[Soft-IntroVAE: Analyzing and Improving the Introspective Variational Autoencoder ↗](https://doi.org/10.1109/cvpr46437.2021.00437)**Tal Daniel, Aviv Tamar*43 citations*
1121. **[Triple-cooperative Video Shadow Detection ↗](https://doi.org/10.1109/cvpr46437.2021.00274)**Zhihao Chen, Liang Wan, Lei Zhu et al.*43 citations*
1122. **[UnsupervisedR&R: Unsupervised Point Cloud Registration via Differentiable Rendering ↗](https://doi.org/10.1109/cvpr46437.2021.00705)**Mohamed El Banani, Luya Gao, Justin M. Johnson*43 citations*
1123. **[Using Shape to Categorize: Low-Shot Learning with an Explicit Shape Bias ↗](https://doi.org/10.1109/cvpr46437.2021.00184)**Stefan Stojanov, Anh Thai, James Matthew Rehg*43 citations*
1124. **[Binary Graph Neural Networks ↗](https://doi.org/10.1109/cvpr46437.2021.00937)**Mehdi Bahri, G. Bahl, Stefanos P. Zafeiriou*42 citations*
1125. **[Capsule Network is Not More Robust than Convolutional Network ↗](https://doi.org/10.1109/cvpr46437.2021.01408)**Jindong Gu, Volker Tresp, Han Hu*42 citations*
1126. **[Deep Graph Matching under Quadratic Constraint ↗](https://doi.org/10.1109/cvpr46437.2021.00503)**Quankai Gao, Fudong Wang, Nan Xue et al.*42 citations*
1127. **[Improving OCR-based Image Captioning by Incorporating Geometrical Relationship ↗](https://doi.org/10.1109/cvpr46437.2021.00136)**Jing Wang, Jinhui Tang, Mingkun Yang et al.*42 citations*
1128. **[Memory-guided Unsupervised Image-to-image Translation ↗](https://doi.org/10.1109/cvpr46437.2021.00649)**Somi Jeong, Youngjung Kim, Eungbean Lee et al.*42 citations*
1129. **[Over-the-Air Adversarial Flickering Attacks against Video Recognition Networks ↗](https://doi.org/10.1109/cvpr46437.2021.00058)**Roi Pony, Itay Naeh, Shie Mannor*42 citations*
1130. **[Prioritized Architecture Sampling with Monto-Carlo Tree Search ↗](https://doi.org/10.1109/cvpr46437.2021.01082)**Xiu Qin Su, Tao Huang, Yanxi Li et al.*42 citations*
1131. **[Ranking Neural Checkpoints ↗](https://doi.org/10.1109/cvpr46437.2021.00269)**Yandong Li, Xuhui Jia, Ruoxin Sang et al.*42 citations*
1132. **[Single-View 3D Object Reconstruction from Shape Priors in Memory ↗](https://doi.org/10.1109/cvpr46437.2021.00317)**Shuo Yang, Min Gang Xu, Haozhe Xie et al.*42 citations*
1133. **[Single-view robot pose and joint angle estimation via render & compare ↗](https://doi.org/10.1109/cvpr46437.2021.00170)**Yann Labbé, Justin Carpentier, Mathieu Aubry et al.*42 citations*
1134. **[3D Graph Anatomy Geometry-Integrated Network for Pancreatic Mass Segmentation, Diagnosis, and Quantitative Patient Management ↗](https://doi.org/10.1109/cvpr46437.2021.01353)**Tianyi Zhao, Kai Cao, Jiawen Yao et al.*41 citations*
1135. **[3D Video Stabilization with Depth Estimation by CNN-based Optimization ↗](https://doi.org/10.1109/cvpr46437.2021.01048)**Yao-Chih Lee, Kuan-Wei Tseng, Yu‐Ta Chen et al.*41 citations*
1136. **[A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification ↗](https://doi.org/10.1109/cvpr46437.2021.01277)**Jong-Chyi Su, Zezhou Cheng, Subhransu Maji*41 citations*
1137. **[Achieving robustness in classification using optimal transport with hinge regularization ↗](https://doi.org/10.1109/cvpr46437.2021.00057)**Mathieu Serrurier, Franck Mamalet, Alberto González-Sanz et al.*41 citations*
1138. **[Autoregressive Stylized Motion Synthesis with Generative Flow ↗](https://doi.org/10.1109/cvpr46437.2021.01340)**Yu‐Hui Wen, Zhipeng Yang, Hongbo Fu et al.*41 citations*
1139. **[Beyond Image to Depth: Improving Depth Prediction using Echoes ↗](https://doi.org/10.1109/cvpr46437.2021.00817)**Kranti Kumar Parida, Siddharth Srivastava, Gaurav Sharma*41 citations*
1140. **[D2IM-Net: Learning Detail Disentangled Implicit Fields from Single Images ↗](https://doi.org/10.1109/cvpr46437.2021.01011)**Manyi Li, Hao Zhang*41 citations*
1141. **[DSRNA: Differentiable Search of Robust Neural Architectures ↗](https://doi.org/10.1109/cvpr46437.2021.00613)**Ramtin Hosseini, Xingyi Yang, Pengtao Xie*41 citations*
1142. **[Deep Lesion Tracker: Monitoring Lesions in 4D Longitudinal Imaging Studies ↗](https://doi.org/10.1109/cvpr46437.2021.01491)**Jinzheng Cai, Youbao Tang, Ke Yan et al.*41 citations*
1143. **[Effective Snapshot Compressive-spectral Imaging via Deep Denoising and Total Variation Priors ↗](https://doi.org/10.1109/cvpr46437.2021.00901)**Haiquan Qiu, Yao Wang, Deyu Meng*41 citations*
1144. **[Embedding Transfer with Label Relaxation for Improved Metric Learning ↗](https://doi.org/10.1109/cvpr46437.2021.00396)**Sung‐Yeon Kim, Dong-Won Kim, Minsu Cho et al.*41 citations*
1145. **[Enriching ImageNet with Human Similarity Judgments and Psychological Embeddings ↗](https://doi.org/10.1109/cvpr46437.2021.00355)**Brett D. Roads, Bradley C. Love*41 citations*
1146. **[Learning Dynamic Network Using a Reuse Gate Function in Semi-supervised Video Object Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.00830)**Hyojin Park, Jayeon Yoo, Seohyeong Jeong et al.*41 citations*
1147. **[Noise-resistant Deep Metric Learning with Ranking-based Instance Selection ↗](https://doi.org/10.1109/cvpr46437.2021.00674)**Chang Liu, Han Yu, Boyang Li et al.*41 citations*
1148. **[Pedestrian and Ego-vehicle Trajectory Prediction from Monocular Camera ↗](https://doi.org/10.1109/cvpr46437.2021.01007)**Lukáš Neumann, Andrea Vedaldi*41 citations*
1149. **[Perception Matters: Detecting Perception Failures of VQA Models Using Metamorphic Testing ↗](https://doi.org/10.1109/cvpr46437.2021.01663)**Yuanyuan Yuan, Shuai Wang, Mingyue Jiang et al.*41 citations*
1150. **[Progressive Unsupervised Learning for Visual Object Tracking ↗](https://doi.org/10.1109/cvpr46437.2021.00301)**Qiangqiang Wu, Jia Wan, Antoni B. Chan*41 citations*
1151. **[Scene-Intuitive Agent for Remote Embodied Visual Grounding ↗](https://doi.org/10.1109/cvpr46437.2021.00696)**Xiangru Lin, Guanbin Li, Yizhou Yu*41 citations*
1152. **[Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation ↗](https://doi.org/10.1109/cvpr46437.2021.01064)**Yahui Liu, Enver Sangineto, Yajing Chen et al.*41 citations*
1153. **[Uncertainty-Aware Camera Pose Estimation from Points and Lines ↗](https://doi.org/10.1109/cvpr46437.2021.00463)**Alexander Vakhitov, Luis Ferraz, Antonio Agudo et al.*41 citations*
1154. **[VaB-AL: Incorporating Class Imbalance and Difficulty with Variational Bayes for Active Learning ↗](https://doi.org/10.1109/cvpr46437.2021.00668)**Jongwon Choi, Kwang Moo Yi, Jihoon Kim et al.*41 citations*
1155. **[Boosting Ensemble Accuracy by Revisiting Ensemble Diversity Metrics ↗](https://doi.org/10.1109/cvpr46437.2021.01620)**Yanzhao Wu, Ling Liu, Zhongwei Xie et al.*40 citations*
1156. **[Defending Multimodal Fusion Models against Single-Source Adversaries ↗](https://doi.org/10.1109/cvpr46437.2021.00335)**Karren Yang, Wan-Yi Lin, Manash Barman et al.*40 citations*
1157. **[Exploring Adversarial Fake Images on Face Manifold ↗](https://doi.org/10.1109/cvpr46437.2021.00573)**Dongze Li, Wei Wang, Hongxing Fan et al.*40 citations*
1158. **[MetaHTR: Towards Writer-Adaptive Handwritten Text Recognition ↗](https://doi.org/10.1109/cvpr46437.2021.01557)**Ayan Kumar Bhunia, Shuvozit Ghose, Amandeep Kumar et al.*40 citations*
1159. **[Multi-Decoding Deraining Network and Quasi-Sparsity Based Training ↗](https://doi.org/10.1109/cvpr46437.2021.01317)**Yinglong Wang, Chao Ma, Bing Zeng*40 citations*
1160. **[Task Programming: Learning Data Efficient Behavior Representations ↗](https://doi.org/10.1109/cvpr46437.2021.00290)**Jennifer J. Sun, Ann Kennedy, Eric Zhan et al.*40 citations*
1161. **[iVPF: Numerical Invertible Volume Preserving Flow for Efficient Lossless Compression ↗](https://doi.org/10.1109/cvpr46437.2021.00068)**Shifeng Zhang, Chen Zhang, Ning Kang et al.*40 citations*
1162. **[3D Shape Generation with Grid-based Implicit Functions ↗](https://doi.org/10.1109/cvpr46437.2021.01335)**Moritz Ibing, Isaak Lim, Leif P. Kobbelt*39 citations*
1163. **[Action Shuffle Alternating Learning for Unsupervised Action Segmentation ↗](https://doi.org/10.1109/cvpr46437.2021.01244)**Jun Li, Siniša Todorović*39 citations*
1164. **[DARCNN: Domain Adaptive Region-based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical Images ↗](https://doi.org/10.1109/cvpr46437.2021.00106)**Joy Hsu, Wah Keung Chiu, Serena Y. Yeung*39 citations*
1165. **[Gated Spatio-Temporal Attention-Guided Video Deblurring ↗](https://doi.org/10.1109/cvpr46437.2021.00771)**Maitreya Suin, Ambasamudram Narayanan Rajagopalan*39 citations*
1166. **[Intentonomy: a Dataset and Study towards Human Intent Understanding ↗](https://doi.org/10.1109/cvpr46437.2021.01279)**Menglin Jia, Zuxuan Wu, Austin Reiter et al.*39 citations*
1167. **[Learning Complete 3D Morphable Face Models from Images and Videos ↗](https://doi.org/10.1109/cvpr46437.2021.00337)**B R Mallikarjun, Ayush Tewari, Hans‐Peter Seidel et al.*39 citations*
1168. **[Learning Spatial-Semantic Relationship for Facial Attribute Recognition with Limited Labeled Data ↗](https://doi.org/10.1109/cvpr46437.2021.01174)**Ying Shu, Yan Yan, Si Chen et al.*39 citations*
1169. **[Learning the Non-differentiable Optimization for Blind Super-Resolution ↗](https://doi.org/10.1109/cvpr46437.2021.00213)**Hui Zheng, Jie Li, Xiumei Wang et al.*39 citations*
1170. **[Neural Reprojection Error: Merging Feature Learning and Camera Pose Estimation ↗](https://doi.org/10.1109/cvpr46437.2021.00048)**Hugo Germain, Vincent Lepetit, Guillaume Bourmaud*39 citations*
1171. **[Omnimatte: Associating Objects and Their Effects in Video ↗](https://doi.org/10.1109/cvpr46437.2021.00448)**Erika Lu, Forrester Cole, Tali Dekel et al.*39 citations*
1172. **[Passive Inter-Photon Imaging ↗](https://doi.org/10.1109/cvpr46437.2021.00848)**Atul N. Ingle, Trevor A. Seets, Mauro Buttafava et al.*39 citations*
1173. **[Self-Supervised Wasserstein Pseudo-Labeling for Semi-Supervised Image Classification ↗](https://doi.org/10.1109/cvpr46437.2021.01209)**Fariborz Taherkhani, Ali Dabouei, Sobhan Soleymani et al.*39 citations*
1174. **[Spatiotemporal Registration for Event-based Visual Odometry ↗](https://doi.org/10.1109/cvpr46437.2021.00490)**Daqi Liu, Álvaro Parra, Tat-Jun Chin*39 citations*
1175. **[Toward Accurate and Realistic Outfits Visualization with Attention to Details ↗](https://doi.org/10.1109/cvpr46437.2021.01529)**Kedan Li, Min Jin Chong, Jeffrey Zhang et al.*39 citations*
1176. **[Affect2MM: Affective Analysis of Multimedia Content Using Emotion Causality ↗](https://doi.org/10.1109/cvpr46437.2021.00561)**Trisha Mittal, Puneet Mathur, Aniket Bera et al.*38 citations*
1177. **[Effective Sparsification of Neural Networks with Global Sparsity Constraint ↗](https://doi.org/10.1109/cvpr46437.2021.00360)**Xiao Yu Zhou, Weizhong Zhang, Hang Xu et al.*38 citations*
1178. **[GAIA: A Transfer Learning System of Object Detection that Fits Your Needs ↗](https://doi.org/10.1109/cvpr46437.2021.00034)**Xingyuan Bu, Junran Peng, Junjie Yan et al.*38 citations*
1179. **[Improving Accuracy of Binary Neural Networks using Unbalanced Activation Distribution ↗](https://doi.org/10.1109/cvpr46437.2021.00777)**Hyungjun Kim, Jihoon Park, Changhun Lee et al.*38 citations*
1180. **[LayoutTransformer: Scene Layout Generation with Conceptual and Spatial Diversity ↗](https://doi.org/10.1109/cvpr46437.2021.00373)**Cheng-Fu Yang, Wan-Cyuan Fan, Fu-En Yang et al.*38 citations*
1181. **[Personalized Outfit Recommendation with Learnable Anchors ↗](https://doi.org/10.1109/cvpr46437.2021.01253)**Zhi Peng Lu, Yang Hu, Yan Chen et al.*38 citations*
1182. **[Privacy-preserving Collaborative Learning with Automatic Transformation Search ↗](https://doi.org/10.1109/cvpr46437.2021.00018)**Wei Gao, Shangwei Guo, Tianwei Zhang et al.*38 citations*
1183. **[SRWarp: Generalized Image Super-Resolution under Arbitrary Transformation ↗](https://doi.org/10.1109/cvpr46437.2021.00769)**Sanghyun Son, Kyoung Mu Lee*38 citations*
1184. **[SSN: Soft Shadow Network for Image Compositing ↗](https://doi.org/10.1109/cvpr46437.2021.00436)**Yichen Sheng, Jianming Zhang, Bedřich Beneš*38 citations*
1185. **[Unpaired Image-to-Image Translation via Latent Energy Transport ↗](https://doi.org/10.1109/cvpr46437.2021.01615)**Yang Zhao, Changyou Chen*38 citations*
1186. **[Unsupervised Human Pose Estimation through Transforming Shape Templates ↗](https://doi.org/10.1109/cvpr46437.2021.00251)**Luca Schmidtke, Athanasios Vlontzos, Simon Ellershaw et al.*38 citations*
1187. **[Weakly Supervised Instance Segmentation for Videos with Temporal Mask Consistency ↗](https://doi.org/10.1109/cvpr46437.2021.01375)**Qing Liu, Vignesh Ramanathan, Dhruv Kumar Mahajan et al.*38 citations*
1188. **[Where and What? Examining Interpretable Disentangled Representations ↗](https://doi.org/10.1109/cvpr46437.2021.00580)**Xinqi Zhu, Chang Xu, Dacheng Tao*38 citations*
1189. **[3D CNNs with Adaptive Temporal Feature Resolutions ↗](https://doi.org/10.1109/cvpr46437.2021.00470)**Mohsen Fayyaz, Emad Bahrami Rad, Ali Diba et al.*37 citations*
1190. **[A 3D GAN for Improved Large-pose Facial Recognition ↗](https://doi.org/10.1109/cvpr46437.2021.01324)**Richard T. Marriott, Sami Romdhani, Liming Chen*37 citations*
1191. **[Continuous Face Aging via Self-estimated Residual Age Embedding ↗](https://doi.org/10.1109/cvpr46437.2021.01476)**Zeqi Li, Ruowei Jiang, Parham Aarabi*37 citations*
1192. **[DyStaB: Unsupervised Object Segmentation via Dynamic-Static Bootstrapping ↗](https://doi.org/10.1109/cvpr46437.2021.00285)**Yanchao Yang, Brian Lai, Stefano Soatto*37 citations*
1193. **[LAFEAT: Piercing Through Adversarial Defenses with Latent Features ↗](https://doi.org/10.1109/cvpr46437.2021.00568)**Yunrui Yu, Xitong Gao, Chengzhong Xu*37 citations*
1194. **[MultiBodySync: Multi-Body Segmentation and Motion Estimation via 3D Scan Synchronization ↗](https://doi.org/10.1109/cvpr46437.2021.00703)**Jiahui Huang, He Wang, Tolga Birdal et al.*37 citations*
1195. **[PLADE-Net: Towards Pixel-Level Accuracy for Self-Supervised Single-View Depth Estimation with Neural Positional Encoding and Distilled Matting Loss ↗](https://doi.org/10.1109/cvpr46437.2021.00678)**Juan Luis Gonzalez Bello, Munchurl Kim*37 citations*
1196. **[Polarimetric Normal Stereo ↗](https://doi.org/10.1109/cvpr46437.2021.00074)**Yoshiki Fukao, Ryo Kawahara, Shohei Nobuhara et al.*37 citations*
1197. **[Read and Attend: Temporal Localisation in Sign Language Videos ↗](https://doi.org/10.1109/cvpr46437.2021.01658)**Gül Varol, Liliane Momeni, Samuel Albanie et al.*37 citations*
1198. **[Scale-Localized Abstract Reasoning ↗](https://doi.org/10.1109/cvpr46437.2021.01237)**Yaniv Benny, Niv Pekar, Lior Wolf*37 citations*
1199. **[Tangent Space Backpropagation for 3D Transformation Groups ↗](https://doi.org/10.1109/cvpr46437.2021.01020)**Zachary Teed, Jia Hao Deng*37 citations*
1200. **[BCNet: Searching for Network Width with Bilaterally Coupled Network ↗](https://doi.org/10.1109/cvpr46437.2021.00221)**Xiu Qin Su, Shan You, Fei Wang et al.*36 citations*

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