Top Cited Papers: ICCV 2017

Mask R-CNNKaiming He;Georgia Gkioxari;Piotr Dollár;Ross GirshickPublication Year: 2017,Page(s):2980 – 2988Cited by: Papers (7582)

Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial NetworksJun-Yan Zhu;Taesung Park;Phillip Isola;Alexei A. EfrosPublication Year: 2017,Page(s):2242 – 2251Cited by: Papers (5193)

Focal Loss for Dense Object DetectionTsung-Yi Lin;Priya Goyal;Ross Girshick;Kaiming He;Piotr DollárPublication Year: 2017,Page(s):2999 – 3007Cited by: Papers (4736)

Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based LocalizationRamprasaath R. Selvaraju;Michael Cogswell;Abhishek Das;Ramakrishna Vedantam;Devi Parikh;Dhruv BatraPublication Year: 2017,Page(s):618 – 626Cited by: Papers (2659)

Deformable Convolutional NetworksJifeng Dai;Haozhi Qi;Yuwen Xiong;Yi Li;Guodong Zhang;Han Hu;Yichen WeiPublication Year: 2017,Page(s):764 – 773Cited by: Papers (1343)

Least Squares Generative Adversarial NetworksXudong Mao;Qing Li;Haoran Xie;Raymond Y.K. Lau;Zhen Wang;Stephen Paul SmolleyPublication Year: 2017,Page(s):2813 – 2821Cited by: Papers (1336)

Arbitrary Style Transfer in Real-Time with Adaptive Instance NormalizationXun Huang;Serge BelongiePublication Year: 2017,Page(s):1510 – 1519Cited by: Papers (936)

StackGAN: Text to Photo-Realistic Image Synthesis with Stacked Generative Adversarial NetworksHan Zhang;Tao Xu;Hongsheng Li;Shaoting Zhang;Xiaogang Wang;Xiaolei Huang;Dimitris MetaxasPublication Year: 2017,Page(s):5908 – 5916Cited by: Papers (910)

Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in VitroZhedong Zheng;Liang Zheng;Yi YangPublication Year: 2017,Page(s):3774 – 3782Cited by: Papers (824)

Channel Pruning for Accelerating Very Deep Neural NetworksYihui He;Xiangyu Zhang;Jian SunPublication Year: 2017,Page(s):1398 – 1406Cited by: Papers (707)

DualGAN: Unsupervised Dual Learning for Image-to-Image TranslationZili Yi;Hao Zhang;Ping Tan;Minglun GongPublication Year: 2017,Page(s):2868 – 2876Cited by: Papers (694)

MemNet: A Persistent Memory Network for Image RestorationYing Tai;Jian Yang;Xiaoming Liu;Chunyan XuPublication Year: 2017,Page(s):4549 – 4557Cited by: Papers (654)

Learning Efficient Convolutional Networks through Network SlimmingZhuang Liu;Jianguo Li;Zhiqiang Shen;Gao Huang;Shoumeng Yan;Changshui ZhangPublication Year: 2017,Page(s):2755 – 2763Cited by: Papers (613)

ThiNet: A Filter Level Pruning Method for Deep Neural Network CompressionJian-Hao Luo;Jianxin Wu;Weiyao LinPublication Year: 2017,Page(s):5068 – 5076Cited by: Papers (530)

Image Super-Resolution Using Dense Skip ConnectionsTong Tong;Gen Li;Xiejie Liu;Qinquan GaoPublication Year: 2017,Page(s):4809 – 4817Cited by: Papers (510)

Learning Spatio-Temporal Representation with Pseudo-3D Residual NetworksZhaofan Qiu;Ting Yao;Tao MeiPublication Year: 2017,Page(s):5534 – 5542Cited by: Papers (498)

AOD-Net: All-in-One Dehazing NetworkBoyi Li;Xiulian Peng;Zhangyang Wang;Jizheng Xu;Dan FengPublication Year: 2017,Page(s):4780 – 4788Cited by: Papers (496)

Learning Background-Aware Correlation Filters for Visual TrackingHamed Kiani Galoogahi;Ashton Fagg;Simon LuceyPublication Year: 2017,Page(s):1144 – 1152Cited by: Papers (495)

Soft-NMS — Improving Object Detection with One Line of CodeNavaneeth Bodla;Bharat Singh;Rama Chellappa;Larry S. DavisPublication Year: 2017,Page(s):5562 – 5570Cited by: Papers (491)

RMPE: Regional Multi-person Pose EstimationHao-Shu Fang;Shuqin Xie;Yu-Wing Tai;Cewu LuPublication Year: 2017,Page(s):2353 – 2362Cited by: Papers (481)

End-to-End Learning of Geometry and Context for Deep Stereo RegressionAlex Kendall;Hayk Martirosyan;Saumitro Dasgupta;Peter Henry;Ryan Kennedy;Abraham Bachrach;Adam BryPublication Year: 2017,Page(s):66 – 75Cited by: Papers (467)

How Far are We from Solving the 2D & 3D Face Alignment Problem? (and a Dataset of 230,000 3D Facial Landmarks)Adrian Bulat;Georgios TzimiropoulosPublication Year: 2017,Page(s):1021 – 1030Cited by: Papers (465)

Revisiting Unreasonable Effectiveness of Data in Deep Learning EraChen Sun;Abhinav Shrivastava;Saurabh Singh;Abhinav GuptaPublication Year: 2017,Page(s):843 – 852Cited by: Papers (453)

SVDNet for Pedestrian RetrievalYifan Sun;Liang Zheng;Weijian Deng;Shengjin WangPublication Year: 2017,Page(s):3820 – 3828Cited by: Papers (433)

A Simple Yet Effective Baseline for 3d Human Pose EstimationJulieta Martinez;Rayat Hossain;Javier Romero;James J. LittlePublication Year: 2017,Page(s):2659 – 2668Cited by: Papers (422)

EnhanceNet: Single Image Super-Resolution Through Automated Texture SynthesisMehdi S. M. Sajjadi;Bernhard Schölkopf;Michael HirschPublication Year: 2017,Page(s):4501 – 4510Cited by: Papers (404)

Pose-Driven Deep Convolutional Model for Person Re-identificationChi Su;Jianing Li;Shiliang Zhang;Junliang Xing;Wen Gao;Qi TianPublication Year: 2017,Page(s):3980 – 3989Cited by: Papers (389)

Photographic Image Synthesis with Cascaded Refinement NetworksQifeng Chen;Vladlen KoltunPublication Year: 2017,Page(s):1520 – 1529Cited by: Papers (385)

Escape from Cells: Deep Kd-Networks for the Recognition of 3D Point Cloud ModelsRoman Klokov;Victor LempitskyPublication Year: 2017,Page(s):863 – 872Cited by: Papers (378)

Amulet: Aggregating Multi-level Convolutional Features for Salient Object DetectionPingping Zhang;Dong Wang;Huchuan Lu;Hongyu Wang;Xiang RuanPublication Year: 2017,Page(s):202 – 211Cited by: Papers (354)

Deeply-Learned Part-Aligned Representations for Person Re-identificationLiming Zhao;Xi Li;Yueting Zhuang;Jingdong WangPublication Year: 2017,Page(s):3239 – 3248Cited by: Papers (353)

Learning Dynamic Siamese Network for Visual Object TrackingQing Guo;Wei Feng;Ce Zhou;Rui Huang;Liang Wan;Song WangPublication Year: 2017,Page(s):1781 – 1789Cited by: Papers (339)

SSD-6D: Making RGB-Based 3D Detection and 6D Pose Estimation Great AgainWadim Kehl;Fabian Manhardt;Federico Tombari;Slobodan Ilic;Nassir NavabPublication Year: 2017,Page(s):1530 – 1538Cited by: Papers (339)

Temporal Action Detection with Structured Segment NetworksYue Zhao;Yuanjun Xiong;Limin Wang;Zhirong Wu;Xiaoou Tang;Dahua LinPublication Year: 2017,Page(s):2933 – 2942Cited by: Papers (335)

Learning Multi-attention Convolutional Neural Network for Fine-Grained Image RecognitionHeliang Zheng;Jianlong Fu;Tao Mei;Jiebo LuoPublication Year: 2017,Page(s):5219 – 5227Cited by: Papers (330)

Interpretable Explanations of Black Boxes by Meaningful PerturbationRuth C. Fong;Andrea VedaldiPublication Year: 2017,Page(s):3449 – 3457Cited by: Papers (328)

Structure-Measure: A New Way to Evaluate Foreground MapsDeng-Ping Fan;Ming-Ming Cheng;Yun Liu;Tao Li;Ali BorjiPublication Year: 2017,Page(s):4558 – 4567Cited by: Papers (312)

The Mapillary Vistas Dataset for Semantic Understanding of Street ScenesGerhard Neuhold;Tobias Ollmann;Samuel Rota Bulò;Peter KontschiederPublication Year: 2017,Page(s):5000 – 5009Cited by: Papers (308)

CREST: Convolutional Residual Learning for Visual TrackingYibing Song;Chao Ma;Lijun Gong;Jiawei Zhang;Rynson W.H. Lau;Ming-Hsuan YangPublication Year: 2017,Page(s):2574 – 2583Cited by: Papers (306)

Video Frame Synthesis Using Deep Voxel FlowZiwei Liu;Raymond A. Yeh;Xiaoou Tang;Yiming Liu;Aseem AgarwalaPublication Year: 2017,Page(s):4473 – 4481Cited by: Papers (295)

Octree Generating Networks: Efficient Convolutional Architectures for High-resolution 3D OutputsMaxim Tatarchenko;Alexey Dosovitskiy;Thomas BroxPublication Year: 2017,Page(s):2107 – 2115Cited by: Papers (294)

R-C3D: Region Convolutional 3D Network for Temporal Activity DetectionHuijuan Xu;Abir Das;Kate SaenkoPublication Year: 2017,Page(s):5794 – 5803Cited by: Papers (291)

DSOD: Learning Deeply Supervised Object Detectors from ScratchZhiqiang Shen;Zhuang Liu;Jianguo Li;Yu-Gang Jiang;Yurong Chen;Xiangyang XuePublication Year: 2017,Page(s):1937 – 1945Cited by: Papers (288)

Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View SynthesisRui Huang;Shu Zhang;Tianyu Li;Ran HePublication Year: 2017,Page(s):2458 – 2467Cited by: Papers (278)

BB8: A Scalable, Accurate, Robust to Partial Occlusion Method for Predicting the 3D Poses of Challenging Objects without Using DepthMahdi Rad;Vincent LepetitPublication Year: 2017,Page(s):3848 – 3856Cited by: Papers (272)

Generating High-Quality Crowd Density Maps Using Contextual Pyramid CNNsVishwanath A. Sindagi;Vishal M. PatelPublication Year: 2017,Page(s):1879 – 1888Cited by: Papers (269)

Genetic CNNLingxi Xie;Alan YuillePublication Year: 2017,Page(s):1388 – 1397Cited by: Papers (269)

Video Frame Interpolation via Adaptive Separable ConvolutionSimon Niklaus;Long Mai;Feng LiuPublication Year: 2017,Page(s):261 – 270Cited by: Papers (263)

Learning to Estimate 3D Hand Pose from Single RGB ImagesChristian Zimmermann;Thomas BroxPublication Year: 2017,Page(s):4913 – 4921Cited by: Papers (261)

Towards 3D Human Pose Estimation in the Wild: A Weakly-Supervised ApproachXingyi Zhou;Qixing Huang;Xiao Sun;Xiangyang Xue;Yichen WeiPublication Year: 2017,Page(s):398 – 407Cited by: Papers (258)

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