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# IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2018: all accepted papers

981 papers · page 2 of 10 · the most cited first · [← IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2018](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2018/)

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101. **[Neural Sign Language Translation ↗](https://doi.org/10.1109/cvpr.2018.00812)**Necati Cihan Camgöz, Simon Hadfield, Oscar Koller et al.*784 citations*
102. **[LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation ↗](https://doi.org/10.1109/cvpr.2018.00936)**Tak-Wai Hui, Xiaoou Tang, Chen Change Loy*779 citations*
103. **[Learning Rich Features for Image Manipulation Detection ↗](https://doi.org/10.1109/cvpr.2018.00116)**Peng Zhou, Xintong Han, Vlad I. Morariu et al.*778 citations*
104. **[Unsupervised Learning of Depth and Ego-Motion from Monocular Video Using 3D Geometric Constraints ↗](https://doi.org/10.1109/cvpr.2018.00594)**Reza Mahjourian, Martin Wicke, Anelia Angelova*774 citations*
105. **[Low-Shot Learning from Imaginary Data ↗](https://doi.org/10.1109/cvpr.2018.00760)**Yu-Xiong Wang, Ross Girshick, Martial Hebert et al.*744 citations*
106. **[Gibson Env: Real-World Perception for Embodied Agents ↗](https://doi.org/10.1109/cvpr.2018.00945)**Fei Xia, Amir Zamir, Zhiyang He et al.*743 citations*
107. **[Adversarially Learned One-Class Classifier for Novelty Detection ↗](https://doi.org/10.1109/cvpr.2018.00356)**Mohammad Sabokrou, Mohammad Khalooei, Mahmood Fathy et al.*733 citations*
108. **[Rethinking the Faster R-CNN Architecture for Temporal Action Localization ↗](https://doi.org/10.1109/cvpr.2018.00124)**Yu-Wei Chao, Sudheendra Vijayanarasimhan, Bryan Seybold et al.*725 citations*
109. **[Joint Optimization Framework for Learning with Noisy Labels ↗](https://doi.org/10.1109/cvpr.2018.00582)**Daiki Tanaka, Daiki Ikami, Toshihiko Yamasaki et al.*714 citations*
110. **[Learning Deep Models for Face Anti-Spoofing: Binary or Auxiliary Supervision ↗](https://doi.org/10.1109/cvpr.2018.00048)**Yaojie Liu, Amin Jourabloo, Xiaoming Liu*712 citations*
111. **[Benchmarking 6DOF Outdoor Visual Localization in Changing Conditions ↗](https://doi.org/10.1109/cvpr.2018.00897)**Torsten Sattler, Will Maddern, Carl Toft et al.*698 citations*
112. **[PU-Net: Point Cloud Upsampling Network ↗](https://doi.org/10.1109/cvpr.2018.00295)**Lequan Yu, Xianzhi Li, Chi‐Wing Fu et al.*697 citations*
113. **[Unsupervised Learning of Monocular Depth Estimation and Visual Odometry with Deep Feature Reconstruction ↗](https://doi.org/10.1109/cvpr.2018.00043)**Huangying Zhan, Ravi Garg, Chamara Saroj Weerasekera et al.*685 citations*
114. **[A Twofold Siamese Network for Real-Time Object Tracking ↗](https://doi.org/10.1109/cvpr.2018.00508)**Anfeng He, Chong Luo, Xinmei Tian et al.*672 citations*
115. **[PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition ↗](https://doi.org/10.1109/cvpr.2018.00470)**Mikaela Angelina Uy, Gim Hee Lee*670 citations*
116. **[Through-Wall Human Pose Estimation Using Radio Signals ↗](https://doi.org/10.1109/cvpr.2018.00768)**Mingmin Zhao, Tianhong Li, Mohammad Abu Alsheikh et al.*658 citations*
117. **[Mask-Guided Contrastive Attention Model for Person Re-identification ↗](https://doi.org/10.1109/cvpr.2018.00129)**Chunfeng Song, Yan Huang, Wanli Ouyang et al.*653 citations*
118. **[Progressive Attention Guided Recurrent Network for Salient Object Detection ↗](https://doi.org/10.1109/cvpr.2018.00081)**Xiaoning Zhang, Tiantian Wang, Jinqing Qi et al.*652 citations*
119. **[VITON: An Image-Based Virtual Try-on Network ↗](https://doi.org/10.1109/cvpr.2018.00787)**Xintong Han, Zuxuan Wu, Zhe Wu et al.*652 citations*
120. **[Zero-Shot Recognition via Semantic Embeddings and Knowledge Graphs ↗](https://doi.org/10.1109/cvpr.2018.00717)**Xiaolong Wang, Yufei Ye, Abhinav Gupta*648 citations*
121. **[Fast and Furious: Real Time End-to-End 3D Detection, Tracking and Motion Forecasting with a Single Convolutional Net ↗](https://doi.org/10.1109/cvpr.2018.00376)**Wenjie Luo, Bin Yang, Raquel Urtasun*643 citations*
122. **[Learning Depth from Monocular Videos Using Direct Methods ↗](https://doi.org/10.1109/cvpr.2018.00216)**Chaoyang Wang, José M. Buenaposada, Rui Zhu et al.*639 citations*
123. **[Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-identification ↗](https://doi.org/10.1109/cvpr.2018.00242)**Jingya Wang, Xiatian Zhu, Shaogang Gong et al.*637 citations*
124. **[Camera Style Adaptation for Person Re-identification ↗](https://doi.org/10.1109/cvpr.2018.00541)**Zhun Zhong, Liang Zheng, Zhedong Zheng et al.*635 citations*
125. **[GVCNN: Group-View Convolutional Neural Networks for 3D Shape Recognition ↗](https://doi.org/10.1109/cvpr.2018.00035)**Yifan Feng, Zizhao Zhang, Xibin Zhao et al.*635 citations*
126. **[PPFNet: Global Context Aware Local Features for Robust 3D Point Matching ↗](https://doi.org/10.1109/cvpr.2018.00028)**Haowen Deng, Tolga Birdal, Slobodan Ilić*631 citations*
127. **[The Power of Ensembles for Active Learning in Image Classification ↗](https://doi.org/10.1109/cvpr.2018.00976)**William Beluch, Tim Genewein, Andreas Nürnberger et al.*628 citations*
128. **[Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi-Supervised Semantic Segmentation ↗](https://doi.org/10.1109/cvpr.2018.00759)**Yunchao Wei, Huaxin Xiao, Honghui Shi et al.*627 citations*
129. **[Generate to Adapt: Aligning Domains Using Generative Adversarial Networks ↗](https://doi.org/10.1109/cvpr.2018.00887)**Swami Sankaranarayanan, Yogesh Balaji, Carlos D. Castillo et al.*619 citations*
130. **[Pointwise Convolutional Neural Networks ↗](https://doi.org/10.1109/cvpr.2018.00109)**Binh‐Son Hua, Minh-Khoi Tran, Sai-Kit Yeung*615 citations*
131. **[Learning to Estimate 3D Human Pose and Shape from a Single Color Image ↗](https://doi.org/10.1109/cvpr.2018.00055)**Georgios Pavlakos, Luyang Zhu, Xiaowei Zhou et al.*607 citations*
132. **[VizWiz Grand Challenge: Answering Visual Questions from Blind People ↗](https://doi.org/10.1109/cvpr.2018.00380)**Danna Gurari, Qing Li, Abigale J. Stangl et al.*604 citations*
133. **[Detecting and Recognizing Human-Object Interactions ↗](https://doi.org/10.1109/cvpr.2018.00872)**Georgia Gkioxari, Ross Girshick, Piotr Dollár et al.*602 citations*
134. **[Image Blind Denoising with Generative Adversarial Network Based Noise Modeling ↗](https://doi.org/10.1109/cvpr.2018.00333)**Jingwen Chen, Jiawei Chen, Hongyang Chao et al.*599 citations*
135. **[An Unsupervised Learning Model for Deformable Medical Image Registration ↗](https://doi.org/10.1109/cvpr.2018.00964)**Guha Balakrishnan, Amy Zhao, Mert Rory Sabuncu et al.*597 citations*
136. **[Tangent Convolutions for Dense Prediction in 3D ↗](https://doi.org/10.1109/cvpr.2018.00409)**Maxim Tatarchenko, Jaesik Park, Vladlen Koltun et al.*593 citations*
137. **[Adversarial Complementary Learning for Weakly Supervised Object Localization ↗](https://doi.org/10.1109/cvpr.2018.00144)**Xiaolin Zhang, Yunchao Wei, Jiashi Feng et al.*592 citations*
138. **[Repulsion Loss: Detecting Pedestrians in a Crowd ↗](https://doi.org/10.1109/cvpr.2018.00811)**Xinlong Wang, Tete Xiao, Yuning Jiang et al.*592 citations*
139. **[Cross-Domain Weakly-Supervised Object Detection Through Progressive Domain Adaptation ↗](https://doi.org/10.1109/cvpr.2018.00525)**Naoto Inoue, Ryosuke Furuta, Toshihiko Yamasaki et al.*591 citations*
140. **[Weakly-Supervised Semantic Segmentation Network with Deep Seeded Region Growing ↗](https://doi.org/10.1109/cvpr.2018.00733)**Zilong Huang, Xinggang Wang, Jiasi Wang et al.*591 citations*
141. **[Deep Video Super-Resolution Network Using Dynamic Upsampling Filters Without Explicit Motion Compensation ↗](https://doi.org/10.1109/cvpr.2018.00340)**Younghyun Jo, Seoung Wug Oh, Jaeyeon Kang et al.*590 citations*
142. **[Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Tracking ↗](https://doi.org/10.1109/cvpr.2018.00510)**Qiang Wang, Teng Zhu, Junliang Xing et al.*585 citations*
143. **[FSRNet: End-to-End Learning Face Super-Resolution with Facial Priors ↗](https://doi.org/10.1109/cvpr.2018.00264)**Yu Chen, Ying Yu Tai, Xiaoming Liu et al.*581 citations*
144. **[End-to-End Dense Video Captioning with Masked Transformer ↗](https://doi.org/10.1109/cvpr.2018.00911)**Luowei Zhou, Yingbo Zhou, Jason J. Corso et al.*578 citations*
145. **[VITAL: VIsual Tracking via Adversarial Learning ↗](https://doi.org/10.1109/cvpr.2018.00937)**Yibing Song, Chao Ma, Xiaohe Wu et al.*577 citations*
146. **[Frame-Recurrent Video Super-Resolution ↗](https://doi.org/10.1109/cvpr.2018.00693)**Mehdi S. M. Sajjadi, Raviteja Vemulapalli, Matthew Brown*568 citations*
147. **[Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering ↗](https://doi.org/10.1109/cvpr.2018.00522)**Aishwarya Agrawal, Dhruv Batra, Devi Parikh et al.*566 citations*
148. **[Rotation-Sensitive Regression for Oriented Scene Text Detection ↗](https://doi.org/10.1109/cvpr.2018.00619)**Minghui Liao, Zhen Zhu, Baoguang Shi et al.*563 citations*
149. **[2D/3D Pose Estimation and Action Recognition Using Multitask Deep Learning ↗](https://doi.org/10.1109/cvpr.2018.00539)**Diogo Carbonera Luvizon, David Picard, Hedi Tabia*555 citations*
150. **[Learning to Find Good Correspondences ↗](https://doi.org/10.1109/cvpr.2018.00282)**Kwang Moo Yi, Eduard Trulls, Yuki Ono et al.*552 citations*
151. **[Multi-level Factorisation Net for Person Re-identification ↗](https://doi.org/10.1109/cvpr.2018.00225)**Xiaobin Chang, Timothy M. Hospedales, Tao Xiang*550 citations*
152. **[Few-Shot Image Recognition by Predicting Parameters from Activations ↗](https://doi.org/10.1109/cvpr.2018.00755)**Siyuan Qiao, Chenxi Liu, Wei Shen et al.*546 citations*
153. **[TieNet: Text-Image Embedding Network for Common Thorax Disease Classification and Reporting in Chest X-Rays ↗](https://doi.org/10.1109/cvpr.2018.00943)**Xiaosong Wang, Yifan Peng, Le Lü et al.*545 citations*
154. **[SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation ↗](https://doi.org/10.1109/cvpr.2018.00272)**Weiyue Wang, Ronald Yu, Qiangui Huang et al.*544 citations*
155. **[Image to Image Translation for Domain Adaptation ↗](https://doi.org/10.1109/cvpr.2018.00473)**Zak Murez, Soheil Kolouri, David Kriegman et al.*540 citations*
156. **[FOTS: Fast Oriented Text Spotting with a Unified Network ↗](https://doi.org/10.1109/cvpr.2018.00595)**Xuebo Liu, Ding Liang, Shi Yan et al.*539 citations*
157. **[Tell Me Where to Look: Guided Attention Inference Network ↗](https://doi.org/10.1109/cvpr.2018.00960)**Kunpeng Li, Ziyan Wu, Kuan–Chuan Peng et al.*535 citations*
158. **[Mining Point Cloud Local Structures by Kernel Correlation and Graph Pooling ↗](https://doi.org/10.1109/cvpr.2018.00478)**Yiru Shen, Chen Feng, Yaoqing Lamar Yang et al.*532 citations*
159. **[Features for Multi-target Multi-camera Tracking and Re-identification ↗](https://doi.org/10.1109/cvpr.2018.00632)**Ergys Ristani, Carlo Tomasi*529 citations*
160. **[Disentangled Person Image Generation ↗](https://doi.org/10.1109/cvpr.2018.00018)**Liqian Ma, Qianru Sun, Stamatios Georgoulis et al.*524 citations*
161. **[Practical Block-Wise Neural Network Architecture Generation ↗](https://doi.org/10.1109/cvpr.2018.00257)**Zhao Zhong, Junjie Yan, Wei Wu et al.*522 citations*
162. **[GANerated Hands for Real-Time 3D Hand Tracking from Monocular RGB ↗](https://doi.org/10.1109/cvpr.2018.00013)**Franziska Mueller, Florian Bernard, Oleksandr Sotnychenko et al.*521 citations*
163. **[Low-Shot Learning with Imprinted Weights ↗](https://doi.org/10.1109/cvpr.2018.00610)**Hang Qi, Matthew Brown, David G. Lowe*520 citations*
164. **[First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations ↗](https://doi.org/10.1109/cvpr.2018.00050)**Guillermo Garcia-Hernando, Shanxin Yuan, Seungryul Baek et al.*519 citations*
165. **[PAD-Net: Multi-tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing ↗](https://doi.org/10.1109/cvpr.2018.00077)**Dan Xu, Wanli Ouyang, Xiaogang Wang et al.*518 citations*
166. **[Event-Based Vision Meets Deep Learning on Steering Prediction for Self-Driving Cars ↗](https://doi.org/10.1109/cvpr.2018.00568)**Ana I. Maqueda, Antonio Loquercio, Guillermo Gallego et al.*514 citations*
167. **[A Pose-Sensitive Embedding for Person Re-identification with Expanded Cross Neighborhood Re-ranking ↗](https://doi.org/10.1109/cvpr.2018.00051)**Muhammad Saquib Sarfraz, Arne Schumann, Andreas Eberle et al.*511 citations*
168. **[Look at Boundary: A Boundary-Aware Face Alignment Algorithm ↗](https://doi.org/10.1109/cvpr.2018.00227)**Wenyan Wu, Chen Qian, Shuo Yang et al.*511 citations*
169. **[Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval ↗](https://doi.org/10.1109/cvpr.2018.00446)**Chao Li, Cheng Dan Deng, Ning Li et al.*511 citations*
170. **[Recurrent Slice Networks for 3D Segmentation of Point Clouds ↗](https://doi.org/10.1109/cvpr.2018.00278)**Qiangui Huang, Weiyue Wang, Ulrich Neumann*510 citations*
171. **[Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and Bodies ↗](https://doi.org/10.1109/cvpr.2018.00868)**Hanbyul Joo, Tomas Simon, Yaser Ajmal Sheikh*509 citations*
172. **[RotationNet: Joint Object Categorization and Pose Estimation Using Multiviews from Unsupervised Viewpoints ↗](https://doi.org/10.1109/cvpr.2018.00526)**Asako Kanezaki, Yasuyuki Matsushita, Yoshifumi Nishida*504 citations*
173. **[Collaborative and Adversarial Network for Unsupervised Domain Adaptation ↗](https://doi.org/10.1109/cvpr.2018.00400)**Weichen Zhang, Wanli Ouyang, Wen Li et al.*503 citations*
174. **[Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning ↗](https://doi.org/10.1109/cvpr.2018.00432)**Yin Cui, Yang Song, Chen Sun et al.*503 citations*
175. **[Attention-Aware Compositional Network for Person Re-identification ↗](https://doi.org/10.1109/cvpr.2018.00226)**Jing Xu, Rui Zhao, Feng Zhu et al.*502 citations*
176. **[DeepMVS: Learning Multi-view Stereopsis ↗](https://doi.org/10.1109/cvpr.2018.00298)**Po‐Han Huang, Kevin Matzen, Johannes Kopf et al.*493 citations*
177. **[Conditional Probability Models for Deep Image Compression ↗](https://doi.org/10.1109/cvpr.2018.00462)**Fabian Mentzer, Eirikur Agustsson, Michael Tschannen et al.*490 citations*
178. **[Deformable GANs for Pose-Based Human Image Generation ↗](https://doi.org/10.1109/cvpr.2018.00359)**Aliaksandr Siarohin, Enver Sangineto, Stéphane Lathuilière et al.*489 citations*
179. **[Generalized Zero-Shot Learning via Synthesized Examples ↗](https://doi.org/10.1109/cvpr.2018.00450)**Vinay Kumar Verma, Gundeep Arora, Ashish Mishra et al.*486 citations*
180. **[HATS: Histograms of Averaged Time Surfaces for Robust Event-Based Object Classification ↗](https://doi.org/10.1109/cvpr.2018.00186)**Amos Sironi, Manuele Brambilla, Nicolas Bourdis et al.*486 citations*
181. **[PoseTrack: A Benchmark for Human Pose Estimation and Tracking ↗](https://doi.org/10.1109/cvpr.2018.00542)**Mykhaylo Andriluka, Umar Iqbal, Eldar Insafutdinov et al.*486 citations*
182. **[A Bi-Directional Message Passing Model for Salient Object Detection ↗](https://doi.org/10.1109/cvpr.2018.00187)**Lu Zhang, J. P. Dai, Huchuan Lu et al.*484 citations*
183. **[Partial Transfer Learning with Selective Adversarial Networks ↗](https://doi.org/10.1109/cvpr.2018.00288)**Zhangjie Cao, Mingsheng Long, Jianmin Wang et al.*480 citations*
184. **[CleanNet: Transfer Learning for Scalable Image Classifier Training with Label Noise ↗](https://doi.org/10.1109/cvpr.2018.00571)**Kuang-Huei Lee, Xiaodong He, Lei Zhang et al.*478 citations*
185. **[Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation ↗](https://doi.org/10.1109/cvpr.2018.00395)**Swami Sankaranarayanan, Yogesh Balaji, Arpit Jain et al.*472 citations*
186. **[Multi-cue Correlation Filters for Robust Visual Tracking ↗](https://doi.org/10.1109/cvpr.2018.00509)**Ning Wang, Wengang Zhou, Qi Chuan Tian et al.*470 citations*
187. **[Robust Classification with Convolutional Prototype Learning ↗](https://doi.org/10.1109/cvpr.2018.00366)**Hongming Yang, Xu-Yao Zhang, Fei Yin et al.*469 citations*
188. **[Video Based Reconstruction of 3D People Models ↗](https://doi.org/10.1109/cvpr.2018.00875)**Thiemo Alldieck, Marcus A. Magnor, Weipeng Xu et al.*468 citations*
189. **[Deep Photo Enhancer: Unpaired Learning for Image Enhancement from Photographs with GANs ↗](https://doi.org/10.1109/cvpr.2018.00660)**Yu‐Sheng Chen, Yu-Ching Wang, Man-Hsin Kao et al.*467 citations*
190. **[Dual Attention Matching Network for Context-Aware Feature Sequence Based Person Re-identification ↗](https://doi.org/10.1109/cvpr.2018.00562)**Jianlou Si, Honggang Zhang, Chun-Guang Li et al.*466 citations*
191. **[Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal ↗](https://doi.org/10.1109/cvpr.2018.00192)**Jifeng Wang, Xiang Li, Jian Jun Yang*465 citations*
192. **[Wing Loss for Robust Facial Landmark Localisation with Convolutional Neural Networks ↗](https://doi.org/10.1109/cvpr.2018.00238)**Zhenhua Feng, Josef Kittler, Muhammad Awais et al.*464 citations*
193. **[Detect Globally, Refine Locally: A Novel Approach to Saliency Detection ↗](https://doi.org/10.1109/cvpr.2018.00330)**Tiantian Wang, Lihe Zhang, Shuo Wang et al.*461 citations*
194. **[A Revised Underwater Image Formation Model ↗](https://doi.org/10.1109/cvpr.2018.00703)**Derya Akkaynak, Tali Treibitz*457 citations*
195. **[Importance Weighted Adversarial Nets for Partial Domain Adaptation ↗](https://doi.org/10.1109/cvpr.2018.00851)**Jing Zhang, Zewei Ding, Wanqing Li et al.*455 citations*
196. **[Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling ↗](https://doi.org/10.1109/cvpr.2018.00314)**Xingyuan Sun, Jiajun Wu, Xiuming Zhang et al.*455 citations*
197. **[A Variational U-Net for Conditional Appearance and Shape Generation ↗](https://doi.org/10.1109/cvpr.2018.00923)**Patrick Esser, Ekaterina Sutter*454 citations*
198. **[BlockDrop: Dynamic Inference Paths in Residual Networks ↗](https://doi.org/10.1109/cvpr.2018.00919)**Zuxuan Wu, Tushar Nagarajan, Abhishek Kumar et al.*450 citations*
199. **[Deep Extreme Cut: From Extreme Points to Object Segmentation ↗](https://doi.org/10.1109/cvpr.2018.00071)**Kevis-Kokitsi Maninis, Sergi Caelles, Jordi Pont-Tuset et al.*450 citations*
200. **[InLoc: Indoor Visual Localization with Dense Matching and View Synthesis ↗](https://doi.org/10.1109/cvpr.2018.00752)**Hajime Taira, Masatoshi Okutomi, Torsten Sattler et al.*449 citations*

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