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# IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2017: all accepted papers

789 papers · page 2 of 8 · the most cited first · [← IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2017](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2017/)

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101. **[Deep Photo Style Transfer ↗](https://doi.org/10.1109/cvpr.2017.740)**Fujun Luan, Sylvain Paris, Eli Shechtman et al.*714 citations*
102. **[Designing Energy-Efficient Convolutional Neural Networks Using Energy-Aware Pruning ↗](https://doi.org/10.1109/cvpr.2017.643)**Tien-Ju Yang, Yu‐Hsin Chen, Vivienne Sze*711 citations*
103. **[Finding Tiny Faces ↗](https://doi.org/10.1109/cvpr.2017.166)**Peiyun Hu, Deva Ramanan*705 citations*
104. **[Learning Non-maximum Suppression ↗](https://doi.org/10.1109/cvpr.2017.685)**Jan Hosang, Rodrigo Benenson, Bernt Schiele*696 citations*
105. **[DeMoN: Depth and Motion Network for Learning Monocular Stereo ↗](https://doi.org/10.1109/cvpr.2017.596)**Benjamin Ummenhofer, Huizhong Zhou, Jonas Uhrig et al.*692 citations*
106. **[Learning Deep Context-Aware Features over Body and Latent Parts for Person Re-identification ↗](https://doi.org/10.1109/cvpr.2017.782)**Dangwei Li, Xiaotang Chen, Zhang Zhang et al.*692 citations*
107. **[Global Context-Aware Attention LSTM Networks for 3D Action Recognition ↗](https://doi.org/10.1109/cvpr.2017.391)**Jun Liu, Gang Wang, Ping Hu et al.*682 citations*
108. **[Spatiotemporal Multiplier Networks for Video Action Recognition ↗](https://doi.org/10.1109/cvpr.2017.787)**Christoph Feichtenhofer, Axel J. Pinz, Richard P. Wildes*679 citations*
109. **[Deep Pyramidal Residual Networks ↗](https://doi.org/10.1109/cvpr.2017.668)**Dongyoon Han, Jiwhan Kim, Junmo Kim*669 citations*
110. **[Benchmarking Denoising Algorithms with Real Photographs ↗](https://doi.org/10.1109/cvpr.2017.294)**Tobias Plötz, Stefan Roth*655 citations*
111. **[Deep Feature Flow for Video Recognition ↗](https://doi.org/10.1109/cvpr.2017.441)**Xizhou Zhu, Yuwen Xiong, Jifeng Dai et al.*653 citations*
112. **[Semi-Supervised Deep Learning for Monocular Depth Map Prediction ↗](https://doi.org/10.1109/cvpr.2017.238)**Yevhen Kuznietsov, Jörg Stückler, Bastian Leibe*651 citations*
113. **[Generative Face Completion ↗](https://doi.org/10.1109/cvpr.2017.624)**Yijun Li, Sifei Liu, Jimei Yang et al.*645 citations*
114. **[A-Fast-RCNN: Hard Positive Generation via Adversary for Object Detection ↗](https://doi.org/10.1109/cvpr.2017.324)**Xiaolong Wang, Abhinav Shrivastava, Abhinav Gupta*640 citations*
115. **[Large Margin Object Tracking with Circulant Feature Maps ↗](https://doi.org/10.1109/cvpr.2017.510)**Mengmeng Wang, Yong Liu, Zeyi Huang*640 citations*
116. **[Context-Aware Correlation Filter Tracking ↗](https://doi.org/10.1109/cvpr.2017.152)**Matthias F. Mueller, Neil Smith, Bernard Ghanem*636 citations*
117. **[UberNet: Training a Universal Convolutional Neural Network for Low-, Mid-, and High-Level Vision Using Diverse Datasets and Limited Memory ↗](https://doi.org/10.1109/cvpr.2017.579)**Iasonas Kokkinos*634 citations*
118. **[Shape Completion Using 3D-Encoder-Predictor CNNs and Shape Synthesis ↗](https://doi.org/10.1109/cvpr.2017.693)**Angela Dai, Charles R. Qi, Matthias NieBner*633 citations*
119. **[Non-local Deep Features for Salient Object Detection ↗](https://doi.org/10.1109/cvpr.2017.698)**Zhiming Luo, Akshaya Kumar Mishra, Andrew Achkar et al.*621 citations*
120. **[Lip Reading Sentences in the Wild ↗](https://doi.org/10.1109/cvpr.2017.367)**Joon Son Chung, Andrew Senior, Oriol Vinyals et al.*617 citations*
121. **[Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction ↗](https://doi.org/10.1109/cvpr.2017.76)**Richard Zhang, Phillip Isola, Alexei A. Efros*616 citations*
122. **[Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation ↗](https://doi.org/10.1109/cvpr.2017.107)**Hongliang Yan, Yukang Ding, Peihua Li et al.*613 citations*
123. **[DSAC — Differentiable RANSAC for Camera Localization ↗](https://doi.org/10.1109/cvpr.2017.267)**Eric Brachmann, Alexander Krull, Sebastian Nowozin et al.*607 citations*
124. **[Unsupervised Video Summarization with Adversarial LSTM Networks ↗](https://doi.org/10.1109/cvpr.2017.318)**Behrooz Mahasseni, Michael Lam, Siniša Todorović*607 citations*
125. **[L2-Net: Deep Learning of Discriminative Patch Descriptor in Euclidean Space ↗](https://doi.org/10.1109/cvpr.2017.649)**Yurun Tian, Bin Fan, Fuchao Wu*601 citations*
126. **[Joint Geometrical and Statistical Alignment for Visual Domain Adaptation ↗](https://doi.org/10.1109/cvpr.2017.547)**Jing Zhang, Wanqing Li, Philip Ogunbona*598 citations*
127. **[Expert Gate: Lifelong Learning with a Network of Experts ↗](https://doi.org/10.1109/cvpr.2017.753)**Rahaf Aljundi, Punarjay Chakravarty, Tinne Tuytelaars*597 citations*
128. **[GMS: Grid-Based Motion Statistics for Fast, Ultra-Robust Feature Correspondence ↗](https://doi.org/10.1109/cvpr.2017.302)**Jia-Wang Bian, Wen-Yan Lin, Yasuyuki Matsushita et al.*594 citations*
129. **[Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes ↗](https://doi.org/10.1109/cvpr.2017.353)**Tobias Pohlen, Alexander Hermans, Markus Mathias et al.*584 citations*
130. **[Learning Video Object Segmentation from Static Images ↗](https://doi.org/10.1109/cvpr.2017.372)**Federico Perazzi, Anna Khoreva, Rodrigo Benenson et al.*581 citations*
131. **[Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space ↗](https://doi.org/10.1109/cvpr.2017.374)**Anh Nguyen, Jeff Clune, Yoshua Bengio et al.*578 citations*
132. **[Deep Video Deblurring for Hand-Held Cameras ↗](https://doi.org/10.1109/cvpr.2017.33)**Shuochen Su, Mauricio Delbracio, Jue Wang et al.*577 citations*
133. **[CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos ↗](https://doi.org/10.1109/cvpr.2017.155)**Zheng Shou, Jonathan Chan, Alireza Zareian et al.*574 citations*
134. **[Visual Translation Embedding Network for Visual Relation Detection ↗](https://doi.org/10.1109/cvpr.2017.331)**Hanwang Zhang, Zawlin Kyaw, Shih‐Fu Chang et al.*568 citations*
135. **[3D Human Pose Estimation = 2D Pose Estimation + Matching ↗](https://doi.org/10.1109/cvpr.2017.610)**Ching-Hang Chen, Deva Ramanan*566 citations*
136. **[Harmonic Networks: Deep Translation and Rotation Equivariance ↗](https://doi.org/10.1109/cvpr.2017.758)**Daniel E. Worrall, Stephan J. Garbin, Daniyar Turmukhambetov et al.*563 citations*
137. **[Latent Multi-view Subspace Clustering ↗](https://doi.org/10.1109/cvpr.2017.461)**Changqing Zhang, Qinghua Hu, Huazhu Fu et al.*562 citations*
138. **[YouTube-BoundingBoxes: A Large High-Precision Human-Annotated Data Set for Object Detection in Video ↗](https://doi.org/10.1109/cvpr.2017.789)**Esteban Real, Jonathon Shlens, Stefano Mazzocchi et al.*551 citations*
139. **[Person Search with Natural Language Description ↗](https://doi.org/10.1109/cvpr.2017.551)**Shuang Li, Tong Xiao, Hongsheng Li et al.*550 citations*
140. **[UntrimmedNets for Weakly Supervised Action Recognition and Detection ↗](https://doi.org/10.1109/cvpr.2017.678)**Limin Wang, Yuanjun Xiong, Dahua Lin et al.*546 citations*
141. **[Multiple People Tracking by Lifted Multicut and Person Re-identification ↗](https://doi.org/10.1109/cvpr.2017.394)**Siyu Tang, Mykhaylo Andriluka, Bjoern Andres et al.*543 citations*
142. **[Unite the People: Closing the Loop Between 3D and 2D Human Representations ↗](https://doi.org/10.1109/cvpr.2017.500)**Christoph Lassner, Javier Romero, Martin Kiefel et al.*541 citations*
143. **[Deep Watershed Transform for Instance Segmentation ↗](https://doi.org/10.1109/cvpr.2017.305)**Min Bai, Raquel Urtasun*539 citations*
144. **[Action-Decision Networks for Visual Tracking with Deep Reinforcement Learning ↗](https://doi.org/10.1109/cvpr.2017.148)**Sangdoo Yun, Jongwon Choi, Youngjoon Yoo et al.*530 citations*
145. **[Multi-View Supervision for Single-View Reconstruction via Differentiable Ray Consistency ↗](https://doi.org/10.1109/cvpr.2017.30)**Shubham Tulsiani, Tinghui Zhou, Alexei A. Efros et al.*519 citations*
146. **[Look into Person: Self-Supervised Structure-Sensitive Learning and a New Benchmark for Human Parsing ↗](https://doi.org/10.1109/cvpr.2017.715)**Ke Gong, Xiaodan Liang, Dongyu Zhang et al.*506 citations*
147. **[Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image ↗](https://doi.org/10.1109/cvpr.2017.603)**Denis Tomè, Chris Russell, Lourdes Agapito*504 citations*
148. **[Regressing Robust and Discriminative 3D Morphable Models with a Very Deep Neural Network ↗](https://doi.org/10.1109/cvpr.2017.163)**Anh Tuan Tran, Tal Hassner, Iacopo Masi et al.*503 citations*
149. **[Detecting Visual Relationships with Deep Relational Networks ↗](https://doi.org/10.1109/cvpr.2017.352)**Bo Dai, Yuqi Zhang, Dahua Lin*502 citations*
150. **[StyleBank: An Explicit Representation for Neural Image Style Transfer ↗](https://doi.org/10.1109/cvpr.2017.296)**Dongdong Chen, Lu Yuan, Jing Liao et al.*502 citations*
151. **[Cognitive Mapping and Planning for Visual Navigation ↗](https://doi.org/10.1109/cvpr.2017.769)**Saurabh Gupta, James Davidson, Sergey Levine et al.*500 citations*
152. **[Video Frame Interpolation via Adaptive Convolution ↗](https://doi.org/10.1109/cvpr.2017.244)**Simon Niklaus, Long Mai, Feng Liu*499 citations*
153. **[Scribbler: Controlling Deep Image Synthesis with Sketch and Color ↗](https://doi.org/10.1109/cvpr.2017.723)**Patsorn Sangkloy, Jingwan Lu, Fang Chen et al.*497 citations*
154. **[Convolutional Neural Network Architecture for Geometric Matching ↗](https://doi.org/10.1109/cvpr.2017.12)**Ignacio Rocco, Relja Arandjelović, Josef Šivic*496 citations*
155. **[Multiple Instance Detection Network with Online Instance Classifier Refinement ↗](https://doi.org/10.1109/cvpr.2017.326)**Peng Tang, Xinggang Wang, Xiang Bai et al.*496 citations*
156. **[Deep Learning with Low Precision by Half-Wave Gaussian Quantization ↗](https://doi.org/10.1109/cvpr.2017.574)**Zhaowei Cai, Xiaodong He, Jian Sun et al.*489 citations*
157. **[TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering ↗](https://doi.org/10.1109/cvpr.2017.149)**Yunseok Jang, Yale Song, Youngjae Yu et al.*488 citations*
158. **[Controlling Perceptual Factors in Neural Style Transfer ↗](https://doi.org/10.1109/cvpr.2017.397)**Leon A. Gatys, Alexander S. Ecker, Matthias Bethge et al.*486 citations*
159. **[ActionVLAD: Learning Spatio-Temporal Aggregation for Action Classification ↗](https://doi.org/10.1109/cvpr.2017.337)**Rohit Girdhar, Deva Ramanan, Abhinav Gupta et al.*484 citations*
160. **[Superpixels and Polygons Using Simple Non-iterative Clustering ↗](https://doi.org/10.1109/cvpr.2017.520)**Radhakrishna Achanta, Sabine E. Susstrunk*484 citations*
161. **[Multi-scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation ↗](https://doi.org/10.1109/cvpr.2017.25)**Dan Xu, Elisa Ricci, Wanli Ouyang et al.*466 citations*
162. **[Modeling Temporal Dynamics and Spatial Configurations of Actions Using Two-Stream Recurrent Neural Networks ↗](https://doi.org/10.1109/cvpr.2017.387)**Hongsong Wang, Liang Wang*463 citations*
163. **[Learning from Noisy Large-Scale Datasets with Minimal Supervision ↗](https://doi.org/10.1109/cvpr.2017.696)**Andreas Veit, Neil Alldrin, Gal Chechik et al.*461 citations*
164. **[Colorization as a Proxy Task for Visual Understanding ↗](https://doi.org/10.1109/cvpr.2017.96)**Gustav Larsson, Michael Maire, Gregory Shakhnarovich*458 citations*
165. **[Detecting Masked Faces in the Wild with LLE-CNNs ↗](https://doi.org/10.1109/cvpr.2017.53)**Shiming Ge, Jia Li, Qiting Ye et al.*454 citations*
166. **[Semantic Compositional Networks for Visual Captioning ↗](https://doi.org/10.1109/cvpr.2017.127)**Zhe Gan, Chuang Gan, Xiaodong He et al.*453 citations*
167. **[SyncSpecCNN: Synchronized Spectral CNN for 3D Shape Segmentation ↗](https://doi.org/10.1109/cvpr.2017.697)**Li Yi, Hao Su, Xingwen Guo et al.*448 citations*
168. **[Deep Image Matting ↗](https://doi.org/10.1109/cvpr.2017.41)**Ning Xu, Brian L. Price, Scott D. Cohen et al.*447 citations*
169. **[Graph-Structured Representations for Visual Question Answering ↗](https://doi.org/10.1109/cvpr.2017.344)**Damien Teney, Lingqiao Liu, Anton van den Hengel*447 citations*
170. **[Deep MANTA: A Coarse-to-Fine Many-Task Network for Joint 2D and 3D Vehicle Analysis from Monocular Image ↗](https://doi.org/10.1109/cvpr.2017.198)**Florian Chabot, Mohamed Chaouch, Jaonary Rabarisoa et al.*446 citations*
171. **[Visual Dialog ↗](https://doi.org/10.1109/cvpr.2017.121)**Abhishek Das, Satwik Kottur, Khushi Gupta et al.*445 citations*
172. **[RON: Reverse Connection with Objectness Prior Networks for Object Detection ↗](https://doi.org/10.1109/cvpr.2017.557)**Tao Kong, Fuchun Sun, Anbang Yao et al.*442 citations*
173. **[From Motion Blur to Motion Flow: A Deep Learning Solution for Removing Heterogeneous Motion Blur ↗](https://doi.org/10.1109/cvpr.2017.405)**Dong Gong, Jie Yang, Lingqiao Liu et al.*439 citations*
174. **[Learning Features by Watching Objects Move ↗](https://doi.org/10.1109/cvpr.2017.638)**Deepak Pathak, Ross Girshick, Piotr Dollár et al.*436 citations*
175. **[Stacked Generative Adversarial Networks ↗](https://doi.org/10.1109/cvpr.2017.202)**Xun Huang, Yixuan Li, Omid Poursaeed et al.*434 citations*
176. **[SST: Single-Stream Temporal Action Proposals ↗](https://doi.org/10.1109/cvpr.2017.675)**Shyamal Buch, Victor A Escorcia, Chuanqi Shen et al.*433 citations*
177. **[Multi-task Correlation Particle Filter for Robust Object Tracking ↗](https://doi.org/10.1109/cvpr.2017.512)**Tianzhu Zhang, Changsheng Xu, Ming–Hsuan Yang*426 citations*
178. **[Fine-Tuning Convolutional Neural Networks for Biomedical Image Analysis: Actively and Incrementally ↗](https://doi.org/10.1109/cvpr.2017.506)**Zongwei Zhou, Jae Shin, Lei Zhang et al.*415 citations*
179. **[Self-Supervised Video Representation Learning with Odd-One-Out Networks ↗](https://doi.org/10.1109/cvpr.2017.607)**Basura Fernando, Hakan Bilen, Efstratios Gavves et al.*413 citations*
180. **[Neural Aggregation Network for Video Face Recognition ↗](https://doi.org/10.1109/cvpr.2017.554)**Jiaolong Yang, Peiran Ren, Dongqing Zhang et al.*409 citations*
181. **[Deep Representation Learning for Human Motion Prediction and Classification ↗](https://doi.org/10.1109/cvpr.2017.173)**Judith Bütepage, Michael J. Black, Danica Kragić et al.*406 citations*
182. **[Learning Cross-Modal Embeddings for Cooking Recipes and Food Images ↗](https://doi.org/10.1109/cvpr.2017.327)**Amaia Salvador, Nicholas Hynes, Yusuf Aytar et al.*404 citations*
183. **[On Compressing Deep Models by Low Rank and Sparse Decomposition ↗](https://doi.org/10.1109/cvpr.2017.15)**Xiyu Yu, Tongliang Liu, Xinchao Wang et al.*403 citations*
184. **[3D Human Pose Estimation from a Single Image via Distance Matrix Regression ↗](https://doi.org/10.1109/cvpr.2017.170)**Francesc Moreno-Noguer*397 citations*
185. **[Learning Spatial Regularization with Image-Level Supervisions for Multi-label Image Classification ↗](https://doi.org/10.1109/cvpr.2017.219)**Feng Zhu, Hongsheng Li, Wanli Ouyang et al.*380 citations*
186. **[Mimicking Very Efficient Network for Object Detection ↗](https://doi.org/10.1109/cvpr.2017.776)**Quanquan Li, Shengying Jin, Junjie Yan*379 citations*
187. **[3D Menagerie: Modeling the 3D Shape and Pose of Animals ↗](https://doi.org/10.1109/cvpr.2017.586)**Silvia Zuffi, Angjoo Kanazawa, David W. Jacobs et al.*375 citations*
188. **[Modeling Relationships in Referential Expressions with Compositional Modular Networks ↗](https://doi.org/10.1109/cvpr.2017.470)**Ronghang Hu, Marcus Rohrbach, Jacob Andreas et al.*375 citations*
189. **[Fully-Adaptive Feature Sharing in Multi-Task Networks with Applications in Person Attribute Classification ↗](https://doi.org/10.1109/cvpr.2017.126)**Yongxi Lu, Abhishek Kumar, Shuangfei Zhai et al.*371 citations*
190. **[GuessWhat?! Visual Object Discovery through Multi-modal Dialogue ↗](https://doi.org/10.1109/cvpr.2017.475)**Harm de Vries, Florian Strub, Sarath Chandar et al.*369 citations*
191. **[3D Shape Segmentation with Projective Convolutional Networks ↗](https://doi.org/10.1109/cvpr.2017.702)**Evangelos Kalogerakis, Melinos Averkiou, Subhransu Maji et al.*368 citations*
192. **[Low-Rank Bilinear Pooling for Fine-Grained Classification ↗](https://doi.org/10.1109/cvpr.2017.743)**Shu Kong, Charless C. Fowlkes*367 citations*
193. **[Image Deblurring via Extreme Channels Prior ↗](https://doi.org/10.1109/cvpr.2017.738)**Yanyang Yan, Wenqi Ren, Yuanfang Guo et al.*365 citations*
194. **[A Hierarchical Approach for Generating Descriptive Image Paragraphs ↗](https://doi.org/10.1109/cvpr.2017.356)**Jonathan Krause, Justin M. Johnson, Ranjay Krishna et al.*364 citations*
195. **[Video Captioning with Transferred Semantic Attributes ↗](https://doi.org/10.1109/cvpr.2017.111)**Yingwei Pan, Ting Yao, Houqiang Li et al.*364 citations*
196. **[Non-local Color Image Denoising with Convolutional Neural Networks ↗](https://doi.org/10.1109/cvpr.2017.623)**Stamatios Lefkimmiatis*363 citations*
197. **[FusionSeg: Learning to Combine Motion and Appearance for Fully Automatic Segmentation of Generic Objects in Videos ↗](https://doi.org/10.1109/cvpr.2017.228)**Suyog Dutt Jain, Bo Xiong, Kristen Grauman*361 citations*
198. **[Dynamic FAUST: Registering Human Bodies in Motion ↗](https://doi.org/10.1109/cvpr.2017.591)**Federica Bogo, Javier Romero, Gerard Pons‐Moll et al.*358 citations*
199. **[Annotating Object Instances with a Polygon-RNN ↗](https://doi.org/10.1109/cvpr.2017.477)**Lluís Castrejón, Kaustav Kundu, Raquel Urtasun et al.*355 citations*
200. **[Deep Matching Prior Network: Toward Tighter Multi-oriented Text Detection ↗](https://doi.org/10.1109/cvpr.2017.368)**Yuliang Liu, Lianwen Jin*351 citations*

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