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

789 papers · page 3 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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201. **[WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation ↗](https://doi.org/10.1109/cvpr.2017.631)**Thibaut Durand, Taylor Mordan, Nicolas Thome et al.*342 citations*
202. **[Kernel Pooling for Convolutional Neural Networks ↗](https://doi.org/10.1109/cvpr.2017.325)**Yin Cui, Feng Zhou, Jiang Wang et al.*339 citations*
203. **[Quality Aware Network for Set to Set Recognition ↗](https://doi.org/10.1109/cvpr.2017.499)**Yu Liu, Junjie Yan, Wanli Ouyang*339 citations*
204. **[Recurrent Convolutional Neural Networks for Continuous Sign Language Recognition by Staged Optimization ↗](https://doi.org/10.1109/cvpr.2017.175)**Runpeng Cui, Hu Liu, Changshui Zhang*338 citations*
205. **[Learning Detailed Face Reconstruction from a Single Image ↗](https://doi.org/10.1109/cvpr.2017.589)**Elad Richardson, Matan Sela, Roy Or-El et al.*336 citations*
206. **[MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network ↗](https://doi.org/10.1109/cvpr.2017.378)**Zizhao Zhang, Yuanpu Xie, Fuyong Xing et al.*336 citations*
207. **[Deep Reinforcement Learning-Based Image Captioning with Embedding Reward ↗](https://doi.org/10.1109/cvpr.2017.128)**Zhou Ren, Xiaoyu Wang, Ning Zhang et al.*331 citations*
208. **[Hyperspectral Image Super-Resolution via Non-local Sparse Tensor Factorization ↗](https://doi.org/10.1109/cvpr.2017.411)**Renwei Dian, Leyuan Fang, Shutao Li*330 citations*
209. **[Spatially Adaptive Computation Time for Residual Networks ↗](https://doi.org/10.1109/cvpr.2017.194)**Michael Figurnov, Maxwell D. Collins, Yukun Zhu et al.*329 citations*
210. **[See the Forest for the Trees: Joint Spatial and Temporal Recurrent Neural Networks for Video-Based Person Re-identification ↗](https://doi.org/10.1109/cvpr.2017.717)**Zhen Zhou, Yan Huang, Wei Wang et al.*323 citations*
211. **[Learning Shape Abstractions by Assembling Volumetric Primitives ↗](https://doi.org/10.1109/cvpr.2017.160)**Shubham Tulsiani, Hao Su, Leonidas J. Guibas et al.*321 citations*
212. **[Scalable Person Re-identification on Supervised Smoothed Manifold ↗](https://doi.org/10.1109/cvpr.2017.358)**Song Bai, Xiang Bai, Qi Tian*320 citations*
213. **[The More You Know: Using Knowledge Graphs for Image Classification ↗](https://doi.org/10.1109/cvpr.2017.10)**Kenneth Marino, Ruslan Salakhutdinov, Abhinav Gupta*315 citations*
214. **[Attentional Correlation Filter Network for Adaptive Visual Tracking ↗](https://doi.org/10.1109/cvpr.2017.513)**Jongwon Choi, Hyung Jin Chang, Sangdoo Yun et al.*311 citations*
215. **[Comparative Evaluation of Hand-Crafted and Learned Local Features ↗](https://doi.org/10.1109/cvpr.2017.736)**Johannes L. Schönberger, Hardmeier Hans, Torsten Sattler et al.*310 citations*
216. **[DeshadowNet: A Multi-context Embedding Deep Network for Shadow Removal ↗](https://doi.org/10.1109/cvpr.2017.248)**Liangqiong Qu, Jiandong Tian, Shengfeng He et al.*310 citations*
217. **[Neural Face Editing with Intrinsic Image Disentangling ↗](https://doi.org/10.1109/cvpr.2017.578)**Zhixin Shu, Ersin Yumer, Sunil Hadap et al.*307 citations*
218. **[CASENet: Deep Category-Aware Semantic Edge Detection ↗](https://doi.org/10.1109/cvpr.2017.191)**Zhiding Yu, Chen Feng, Ming-Yu Liu et al.*300 citations*
219. **[Deep Roots: Improving CNN Efficiency with Hierarchical Filter Groups ↗](https://doi.org/10.1109/cvpr.2017.633)**Yani Ioannou, Duncan Robertson, Roberto Cipolla et al.*298 citations*
220. **[Accurate Single Stage Detector Using Recurrent Rolling Convolution ↗](https://doi.org/10.1109/cvpr.2017.87)**Jimmy Ren, Xiaohao Chen, Jianbo Liu et al.*296 citations*
221. **[Deep Feature Interpolation for Image Content Changes ↗](https://doi.org/10.1109/cvpr.2017.645)**Paul Upchurch, Jacob R. Gardner, Geoff Pleiss et al.*296 citations*
222. **[LCR-Net: Localization-Classification-Regression for Human Pose ↗](https://doi.org/10.1109/cvpr.2017.134)**Grégory Rogez, Philippe Weinzaepfel, Cordelia Schmid*296 citations*
223. **[Detailed, Accurate, Human Shape Estimation from Clothed 3D Scan Sequences ↗](https://doi.org/10.1109/cvpr.2017.582)**Chao Zhang, Sergi Pujades, Michael J. Black et al.*295 citations*
224. **[What Can Help Pedestrian Detection? ↗](https://doi.org/10.1109/cvpr.2017.639)**Jiayuan Mao, Tete Xiao, Yuning Jiang et al.*294 citations*
225. **[End-to-End Instance Segmentation with Recurrent Attention ↗](https://doi.org/10.1109/cvpr.2017.39)**Mengye Ren, Richard S. Zemel*293 citations*
226. **[WSISA: Making Survival Prediction from Whole Slide Histopathological Images ↗](https://doi.org/10.1109/cvpr.2017.725)**Xinliang Zhu, Jiawen Yao, Feiyun Zhu et al.*292 citations*
227. **[3D Convolutional Neural Networks for Efficient and Robust Hand Pose Estimation from Single Depth Images ↗](https://doi.org/10.1109/cvpr.2017.602)**Liuhao Ge, Hui Liang, Junsong Yuan et al.*291 citations*
228. **[More is Less: A More Complicated Network with Less Inference Complexity ↗](https://doi.org/10.1109/cvpr.2017.205)**Xuanyi Dong, Junshi Huang, Yi Ping Yang et al.*291 citations*
229. **[Deep Learning Human Mind for Automated Visual Classification ↗](https://doi.org/10.1109/cvpr.2017.479)**Concetto Spampinato, Simone Palazzo, Isaak Kavasidis et al.*289 citations*
230. **[Deep Metric Learning via Facility Location ↗](https://doi.org/10.1109/cvpr.2017.237)**Hyun Oh Song, Stefanie Jegelka, Vivek Rathod et al.*287 citations*
231. **[Deep Sketch Hashing: Fast Free-Hand Sketch-Based Image Retrieval ↗](https://doi.org/10.1109/cvpr.2017.247)**Li Liu, Fumin Shen, Yuming Shen et al.*286 citations*
232. **[Local Binary Convolutional Neural Networks ↗](https://doi.org/10.1109/cvpr.2017.456)**Felix Juefei-Xu, Vishnu Naresh Boddeti, Marios Savvides*286 citations*
233. **[StyleNet: Generating Attractive Visual Captions with Styles ↗](https://doi.org/10.1109/cvpr.2017.108)**Chuang Gan, Zhe Gan, Xiaodong He et al.*283 citations*
234. **[Exclusivity-Consistency Regularized Multi-view Subspace Clustering ↗](https://doi.org/10.1109/cvpr.2017.8)**Xiaobo Wang, Xiaojie Guo, Zhen Lei et al.*281 citations*
235. **[Instance-Level Salient Object Segmentation ↗](https://doi.org/10.1109/cvpr.2017.34)**Guanbin Li, Yuan Xie, Liang Lin et al.*281 citations*
236. **[Weakly Supervised Cascaded Convolutional Networks ↗](https://doi.org/10.1109/cvpr.2017.545)**Ali Diba, Vivek Sharma, Ali Mohammad Pazandeh et al.*281 citations*
237. **[Oriented Response Networks ↗](https://doi.org/10.1109/cvpr.2017.527)**Yanzhao Zhou, Qixiang Ye, Qiang Qiu et al.*280 citations*
238. **[Transformation-Grounded Image Generation Network for Novel 3D View Synthesis ↗](https://doi.org/10.1109/cvpr.2017.82)**Eunbyung Park, Jimei Yang, Ersin Yumer et al.*279 citations*
239. **[DeLiGAN: Generative Adversarial Networks for Diverse and Limited Data ↗](https://doi.org/10.1109/cvpr.2017.525)**Swaminathan Gurumurthy, Ravi Kiran Sarvadevabhatla, R. Venkatesh Babu*277 citations*
240. **[Diversified Texture Synthesis with Feed-Forward Networks ↗](https://doi.org/10.1109/cvpr.2017.36)**Yijun Li, Fang Chen, Jimei Yang et al.*277 citations*
241. **[Deep Learning on Lie Groups for Skeleton-Based Action Recognition ↗](https://doi.org/10.1109/cvpr.2017.137)**Zhiwu Huang, Chengde Wan, Thomas Probst et al.*276 citations*
242. **[Deep TEN: Texture Encoding Network ↗](https://doi.org/10.1109/cvpr.2017.309)**Hang Zhang, Jia Xue, Kristin Dana*273 citations*
243. **[Spatiotemporal Pyramid Network for Video Action Recognition ↗](https://doi.org/10.1109/cvpr.2017.226)**Yunbo Wang, Mingsheng Long, Jianmin Wang et al.*272 citations*
244. **[Learning Residual Images for Face Attribute Manipulation ↗](https://doi.org/10.1109/cvpr.2017.135)**Wei Shen, Rujie Liu*269 citations*
245. **[SGM-Nets: Semi-Global Matching with Neural Networks ↗](https://doi.org/10.1109/cvpr.2017.703)**Akihito Seki, Marc Pollefeys*269 citations*
246. **[Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade ↗](https://doi.org/10.1109/cvpr.2017.684)**Xiaoxiao Li, Ziwei Liu, Ping Luo et al.*268 citations*
247. **[Learning Motion Patterns in Videos ↗](https://doi.org/10.1109/cvpr.2017.64)**Pavel Tokmakov, Karteek Alahari, Cordelia Schmid*267 citations*
248. **[Weighted-Entropy-Based Quantization for Deep Neural Networks ↗](https://doi.org/10.1109/cvpr.2017.761)**Eunhyeok Park, Junwhan Ahn, Sungjoo Yoo*267 citations*
249. **[Re-Sign: Re-Aligned End-to-End Sequence Modelling with Deep Recurrent CNN-HMMs ↗](https://doi.org/10.1109/cvpr.2017.364)**Oscar Koller, Sepehr Zargaran, Hermann Ney*266 citations*
250. **[Deep Learning of Human Visual Sensitivity in Image Quality Assessment Framework ↗](https://doi.org/10.1109/cvpr.2017.213)**Jongyoo Kim, Sanghoon Lee*265 citations*
251. **[Predicting Ground-Level Scene Layout from Aerial Imagery ↗](https://doi.org/10.1109/cvpr.2017.440)**Menghua Zhai, Zachary Bessinger, Scott Workman et al.*265 citations*
252. **[Using Ranking-CNN for Age Estimation ↗](https://doi.org/10.1109/cvpr.2017.86)**Shixing Chen, Caojin Zhang, Ming Dong et al.*261 citations*
253. **[Social Scene Understanding: End-to-End Multi-person Action Localization and Collective Activity Recognition ↗](https://doi.org/10.1109/cvpr.2017.365)**Timur Bagautdinov, Alexandre Alahi, François Fleuret et al.*258 citations*
254. **[End-to-End 3D Face Reconstruction with Deep Neural Networks ↗](https://doi.org/10.1109/cvpr.2017.164)**Pengfei Dou, Shishir K. Shah, Ioannis A. Kakadiaris*254 citations*
255. **[Cross-Modality Binary Code Learning via Fusion Similarity Hashing ↗](https://doi.org/10.1109/cvpr.2017.672)**Hong Liu, Rongrong Ji, Yongjian Wu et al.*251 citations*
256. **[Event-Based Visual Inertial Odometry ↗](https://doi.org/10.1109/cvpr.2017.616)**Alex Zihao Zhu, Nikolay Atanasov, Kostas Daniilidis*249 citations*
257. **[PolyNet: A Pursuit of Structural Diversity in Very Deep Networks ↗](https://doi.org/10.1109/cvpr.2017.415)**Xingcheng Zhang, Zhizhong Li, Chen Change Loy et al.*249 citations*
258. **[VidLoc: A Deep Spatio-Temporal Model for 6-DoF Video-Clip Relocalization ↗](https://doi.org/10.1109/cvpr.2017.284)**Ronald Clark, Sen Wang, Andrew Markham et al.*249 citations*
259. **[Learning to Extract Semantic Structure from Documents Using Multimodal Fully Convolutional Neural Networks ↗](https://doi.org/10.1109/cvpr.2017.462)**Xiao Yang, Ersin Yumer, Paul Asente et al.*248 citations*
260. **[Multi-object Tracking with Quadruplet Convolutional Neural Networks ↗](https://doi.org/10.1109/cvpr.2017.403)**Jeany Son, Mooyeol Baek, Minsu Cho et al.*247 citations*
261. **[Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks ↗](https://doi.org/10.1109/cvpr.2017.537)**Yinda Zhang, Shuran Song, Ersin Yumer et al.*245 citations*
262. **[BigHand2.2M Benchmark: Hand Pose Dataset and State of the Art Analysis ↗](https://doi.org/10.1109/cvpr.2017.279)**Shanxin Yuan, Qi Ye, Björn Stenger et al.*243 citations*
263. **[Deep Variation-Structured Reinforcement Learning for Visual Relationship and Attribute Detection ↗](https://doi.org/10.1109/cvpr.2017.469)**Xiaodan Liang, Lisa Lee, Eric P. Xing*243 citations*
264. **[A Joint Speaker-Listener-Reinforcer Model for Referring Expressions ↗](https://doi.org/10.1109/cvpr.2017.375)**Licheng Yu, Hao Xuan Tan, Mohit Bansal et al.*242 citations*
265. **[Deep Image Harmonization ↗](https://doi.org/10.1109/cvpr.2017.299)**Yi–Hsuan Tsai, Xiaohui Shen, Zhe Lin et al.*242 citations*
266. **[3D Point Cloud Registration for Localization Using a Deep Neural Network Auto-Encoder ↗](https://doi.org/10.1109/cvpr.2017.265)**Gil Elbaz, Tamar Avraham, Anath Fischer*241 citations*
267. **[InstanceCut: From Edges to Instances with MultiCut ↗](https://doi.org/10.1109/cvpr.2017.774)**Alexander Kirillov, Evgeny Levinkov, Bjoern Andres et al.*241 citations*
268. **[Missing Modalities Imputation via Cascaded Residual Autoencoder ↗](https://doi.org/10.1109/cvpr.2017.528)**Luan Tran, Xiaoming Liu, Jiayu Zhou et al.*240 citations*
269. **[A Deep Regression Architecture with Two-Stage Re-initialization for High Performance Facial Landmark Detection ↗](https://doi.org/10.1109/cvpr.2017.393)**Jiang-Jing Lv, Xiaohu Shao, Junliang Xing et al.*239 citations*
270. **[Are You Smarter Than a Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension ↗](https://doi.org/10.1109/cvpr.2017.571)**Aniruddha Kembhavi, Minjoon Seo, Dustin Schwenk et al.*238 citations*
271. **[A-Lamp: Adaptive Layout-Aware Multi-patch Deep Convolutional Neural Network for Photo Aesthetic Assessment ↗](https://doi.org/10.1109/cvpr.2017.84)**Shuang Ma, Jing Liu, Chang Wen Chen*237 citations*
272. **[ArtTrack: Articulated Multi-Person Tracking in the Wild ↗](https://doi.org/10.1109/cvpr.2017.142)**Eldar Insafutdinov, Mykhaylo Andriluka, Leonid Pishchulin et al.*237 citations*
273. **[Learning Cross-Modal Deep Representations for Robust Pedestrian Detection ↗](https://doi.org/10.1109/cvpr.2017.451)**Dan Xu, Wanli Ouyang, Elisa Ricci et al.*237 citations*
274. **[Attention-Aware Face Hallucination via Deep Reinforcement Learning ↗](https://doi.org/10.1109/cvpr.2017.180)**Qingxing Cao, Liang Lin, Yukai Shi et al.*235 citations*
275. **[From Red Wine to Red Tomato: Composition with Context ↗](https://doi.org/10.1109/cvpr.2017.129)**Ishan Misra, Abhinav Gupta, Martial Hebert*234 citations*
276. **[FC^4: Fully Convolutional Color Constancy with Confidence-Weighted Pooling ↗](https://doi.org/10.1109/cvpr.2017.43)**Yuanming Hu, Baoyuan Wang, Stephen Lin*233 citations*
277. **[Instance-Aware Image and Sentence Matching with Selective Multimodal LSTM ↗](https://doi.org/10.1109/cvpr.2017.767)**Yan Huang, Wei Wang, Liang Wang*233 citations*
278. **[Deep Temporal Linear Encoding Networks ↗](https://doi.org/10.1109/cvpr.2017.168)**Ali Diba, Vivek Sharma, Luc Van Gool*232 citations*
279. **[Multi-level Attention Networks for Visual Question Answering ↗](https://doi.org/10.1109/cvpr.2017.446)**Dongfei Yu, Jianlong Fu, Tao Mei et al.*230 citations*
280. **[Locality-Sensitive Deconvolution Networks with Gated Fusion for RGB-D Indoor Semantic Segmentation ↗](https://doi.org/10.1109/cvpr.2017.161)**Yanhua Cheng, Rui Cai, Zhiwei Li et al.*229 citations*
281. **[ViP-CNN: Visual Phrase Guided Convolutional Neural Network ↗](https://doi.org/10.1109/cvpr.2017.766)**Yikang Li, Wanli Ouyang, Xiaogang Wang et al.*229 citations*
282. **[Learned Contextual Feature Reweighting for Image Geo-Localization ↗](https://doi.org/10.1109/cvpr.2017.346)**Hyo Jin Kim, Enrique Dunn, Jan‐Michael Frahm*228 citations*
283. **[PoseTrack: Joint Multi-person Pose Estimation and Tracking ↗](https://doi.org/10.1109/cvpr.2017.495)**Umar Iqbal, Anton Milan, Jüergen Gall*224 citations*
284. **[Video Propagation Networks ↗](https://doi.org/10.1109/cvpr.2017.336)**Varun Jampani, Raghudeep Gadde, Peter Gehler*224 citations*
285. **[Pixelwise Instance Segmentation with a Dynamically Instantiated Network ↗](https://doi.org/10.1109/cvpr.2017.100)**Anurag Arnab, Philip H. S. Torr*222 citations*
286. **[Borrowing Treasures from the Wealthy: Deep Transfer Learning through Selective Joint Fine-Tuning ↗](https://doi.org/10.1109/cvpr.2017.9)**Weifeng Ge, Yizhou Yu*221 citations*
287. **[Cross-View Image Matching for Geo-Localization in Urban Environments ↗](https://doi.org/10.1109/cvpr.2017.216)**Yicong Tian, Chen Chen, Mubarak A. Shah*221 citations*
288. **[Joint Multi-person Pose Estimation and Semantic Part Segmentation ↗](https://doi.org/10.1109/cvpr.2017.644)**Fangting Xia, Peng Wang, Xianjie Chen et al.*221 citations*
289. **[End-to-End Concept Word Detection for Video Captioning, Retrieval, and Question Answering ↗](https://doi.org/10.1109/cvpr.2017.347)**Youngjae Yu, Hyungjin Ko, Jongwook Choi et al.*219 citations*
290. **[Hyper-Laplacian Regularized Unidirectional Low-Rank Tensor Recovery for Multispectral Image Denoising ↗](https://doi.org/10.1109/cvpr.2017.625)**Yi Chang, Luxin Yan, Sheng Zhong*219 citations*
291. **[Learning Random-Walk Label Propagation for Weakly-Supervised Semantic Segmentation ↗](https://doi.org/10.1109/cvpr.2017.315)**Paul Vernaza, Manmohan Chandraker*219 citations*
292. **[Gated Feedback Refinement Network for Dense Image Labeling ↗](https://doi.org/10.1109/cvpr.2017.518)**Md Amirul Islam, Mrigank Rochan, Neil D. B. Bruce et al.*218 citations*
293. **[Improving Pairwise Ranking for Multi-label Image Classification ↗](https://doi.org/10.1109/cvpr.2017.199)**Yuncheng Li, Yale Song, Jiebo Luo*217 citations*
294. **[Real-Time Neural Style Transfer for Videos ↗](https://doi.org/10.1109/cvpr.2017.745)**Haozhi Huang, Hao Wang, Wenhan Luo et al.*217 citations*
295. **[Simultaneous Super-Resolution and Cross-Modality Synthesis of 3D Medical Images Using Weakly-Supervised Joint Convolutional Sparse Coding ↗](https://doi.org/10.1109/cvpr.2017.613)**Yawen Huang, Ling Shao, Alejandro Federico Frangi*216 citations*
296. **[Light Field Reconstruction Using Deep Convolutional Network on EPI ↗](https://doi.org/10.1109/cvpr.2017.178)**Gaochang Wu, Mandan Zhao, Liangyong Wang et al.*214 citations*
297. **[Accurate Optical Flow via Direct Cost Volume Processing ↗](https://doi.org/10.1109/cvpr.2017.615)**Xu Jia, René Ranftl, Vladlen Koltun*213 citations*
298. **[Deep outdoor illumination estimation ↗](https://doi.org/10.1109/cvpr.2017.255)**Yannick Hold-Geoffroy, Kalyan Sunkavalli, Sunil Hadap et al.*213 citations*
299. **[Deep Network Flow for Multi-object Tracking ↗](https://doi.org/10.1109/cvpr.2017.292)**Samuel Schulter, Paul Vernaza, Wongun Choi et al.*207 citations*
300. **[Deep Self-Taught Learning for Weakly Supervised Object Localization ↗](https://doi.org/10.1109/cvpr.2017.457)**Zequn Jie, Yunchao Wei, Xiaojie Jin et al.*207 citations*

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