International Conference on Computer Vision

All conferences Best Papers vs Top Cited Papers

The conference is usually spread over four to five days. Typically, experts in the focus areas give tutorial talks on the first day, then the technical sessions (and poster sessions in parallel) follow. Recent conferences have also had an increasing number of focused workshops and a commercial exhibition.

Top Authors ( author's name : number of papers / citations )

2015

Ross B. Girshick: 2 / 10339

Jian Sun: 4 / 8991

Kaiming He: 2 / 8845

Shaoqing Ren: 1 / 8340

Xiangyu Zhang: 1 / 8340

Manohar Paluri: 2 / 3450

Robert Fergus: 2 / 3450

Lorenzo Torresani: 1 / 3392

Lubomir Bourdev: 1 / 3392

Du Tran: 1 / 3392

Bohyung Han: 2 / 2687

Seunghoon Hong: 1 / 2617

Hyeonwoo Noh: 1 / 2617

Subhransu Maji: 2 / 2214

Trevor Darrell: 5 / 1988

Dalong Du: 1 / 1955

Bernardino Romera-Paredes: 1 / 1955

Chang Huang: 1 / 1955

Sadeep Jayasumana: 1 / 1955

Shuai Zheng: 1 / 1955

2016

Xiaogang Wang: 1 / 356

Xiaoou Tang: 1 / 356

Yi Sun: 1 / 356

Simon Korman: 1 / 215

Shai Avidan: 1 / 215

Si Liu: 1 / 178

Xiaohui Shen: 1 / 178

Jianchao Yang: 1 / 178

Shuicheng Yan: 1 / 178

Chunyan Xu: 1 / 178

Jinhui Tang: 1 / 178

Liang Lin: 1 / 178

Xiaodan Liang: 1 / 178

John K. Tsotsos: 1 / 97

Bo Wang: 1 / 97

Zhuowen Tu: 1 / 97

Wen-Sheng Chu: 1 / 60

Zhang Xiong: 1 / 60

Jeffrey F. Cohn: 1 / 60

Fernando De La Torre: 1 / 60

2017

Ross B. Girshick: 4 / 7096

Kaiming He: 3 / 6656

Piotr DollÃ¡R: 2 / 6571

Georgia Gkioxari: 1 / 6568

Alexei A. Efros: 1 / 5046

Jun-Yan Zhu: 1 / 5046

Phillip Isola: 1 / 5046

Taesung Park: 1 / 5046

Xiaogang Wang: 11 / 2290

C. Lawrence Zitnick: 2 / 2167

Dhruv Batra: 2 / 2161

Margaret Mitchell: 1 / 1906

Jiasen Lu: 1 / 1906

Aishwarya Agrawal: 1 / 1906

Devi Parikh: 1 / 1906

Stanislaw Antol: 1 / 1906

Hongsheng Li: 6 / 1779

Yichen Wei: 4 / 1612

Zhuowen Tu: 2 / 1550

Saining Xie: 1 / 1514

2018

Yebin Liu: 1 / 66

Yangang Wang: 1 / 66

Qionghai Dai: 1 / 66

Feng Xu: 1 / 66

2019

Kaiming He: 5 / 545

Ross B. Girshick: 3 / 314

Thomas Huang: 4 / 247

Haoqi Fan: 3 / 243

Qi Tian: 10 / 234

Chunhua Shen: 7 / 231

Piotr DollÁR: 3 / 229

Jiahui Yu: 2 / 220

Luc Van Gool: 9 / 219

Jimei Yang: 3 / 213

Alexei A. Efros: 3 / 209

Zhe Lin: 5 / 204

Xiaohui Shen: 3 / 201

Jitendra Malik: 7 / 195

Xin Lu: 1 / 194

Radu Timofte: 5 / 189

Tinghui Zhou: 1 / 180

Shiry Ginosar: 1 / 180

Ling Shao: 15 / 180

Christoph Feichtenhofer: 2 / 175

2020

Michael Cogswell: 1 / 2152

Ramakrishna Vedantam: 1 / 2152

Ramprasaath R. Selvaraju: 1 / 2152

Dhruv Batra: 1 / 2152

Devi Parikh: 1 / 2152

Mario Fritz: 1 / 44

Rodrigo Benenson: 1 / 44

Bernt Schiele: 1 / 44

Publications

Top Clited

Authors

Affiliations

Browse by Citation

Fast R-CNN

Ross B. Girshick

(2015)

Cited by11044

Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification

Kaiming He,Xiangyu Zhang,Shaoqing Ren,Jian Sun

(2015)

Cited by8340

Mask R-CNN

Kaiming He,Georgia Gkioxari,Piotr Dollár,Ross B. Girshick

(2017)

Cited by7773

Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks

Jun-Yan Zhu,Taesung Park,Phillip Isola,Alexei A. Efros

(2017)

Cited by5046

Learning Spatiotemporal Features with 3D Convolutional Networks

Du Tran,Lubomir Bourdev,Rob Fergus,Lorenzo Torresani, Manohar Paluri

(2015)

Cited by3392

Learning Deconvolution Network for Semantic Segmentation

Hyeonwoo Noh,Seunghoon Hong,Bohyung Han

(2015)

Cited by2617

Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization

Ramprasaath R. Selvaraju,Michael Cogswell, Abhishek Das,Ramakrishna Vedantam,Devi Parikh,Dhruv Batra

(2020)

Cited by2152

VQA: Visual Question Answering

Stanislaw Antol,Aishwarya Agrawal,Jiasen Lu,Margaret Mitchell,Dhruv Batra,C. Lawrence Zitnick,Devi Parikh

(2017)

Cited by2076

Conditional Random Fields as Recurrent Neural Networks

Shuai Zheng,Sadeep Jayasumana,Bernardino Romera-Paredes,Vibhav Vineet,Zhizhong Su,Dalong Du,Chang Huang,Philip H. S. Torr

(2015)

Cited by1955

Holistically-Nested Edge Detection

Saining Xie,Zhuowen Tu

(2017)

Cited by1514

Scalable Person Re-Identification: A Benchmark

Liang Zheng,Liyue Shen,Lu Tian,Shengjin Wang,Jingdong Wang,Qi Tian

(2015)

Cited by1441

Least Squares Generative Adversarial Networks

Xudong Mao, Qing Li,Haoran Xie,Raymond Y. K. Lau,Zhen Wang, Stephen Paul Smolley

(2017)

Cited by1396

Hierarchical Convolutional Features for Visual Tracking

Chao Ma,Jia-Bin Huang,Xiaokang Yang,Ming-Hsuan Yang

(2015)

Cited by1285

Multi-view Convolutional Neural Networks for 3D Shape Recognition

Hang Su,Subhransu Maji,Evangelos Kalogerakis,Erik G. Learned-Miller

(2015)

Cited by1261

StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks

Han Zhang,Tao Xu,Hongsheng Li,Shaoting Zhang,Xiaolei Huang,Xiaogang Wang,Dimitris N. Metaxas

(2017)

Cited by1200

Learning Spatially Regularized Correlation Filters for Visual Tracking

Martin Danelljan,Gustav Häger,Fahad Shahbaz Khan,Michael Felsberg

(2015)

Cited by1104

Deformable Convolutional Networks

Jifeng Dai,Haozhi Qi,Yuwen Xiong, Yi Li,Guodong Zhang,Han Hu,Yichen Wei

(2017)

Cited by1065

PoseNet: A Convolutional Network for Real-Time 6-DOF Camera Relocalization

Alex Kendall, Matthew Grimes,Roberto Cipolla

(2015)

Cited by970

Bilinear CNN Models for Fine-grained Visual Recognition

Tsung-Yu Lin,Aruni RoyChowdhury,Subhransu Maji

(2015)

Cited by953

DeepDriving: Learning Affordance for Direct Perception in Autonomous Driving

Chenyi Chen,Ari Seff,Alain L. Kornhauser,Jianxiong Xiao

(2015)

Cited by945

Sequence to Sequence - Video to Text

Subhashini Venugopalan,Marcus Rohrbach,Jeffrey Donahue,Raymond J. Mooney,Trevor Darrell,Kate Saenko

(2015)

Cited by827

Visual Tracking With Fully Convolutional Networks

Lijun Wang,Wanli Ouyang,Xiaogang Wang,Huchuan Lu

(2015)

Cited by796

Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro

Zhedong Zheng,Liang Zheng,Yi Yang

(2017)

Cited by770

DualGAN: Unsupervised Dual Learning for Image-to-Image Translation

Zili Yi,Hao Zhang,Ping Tan,Minglun Gong

(2017)

Cited by753

Describing Videos by Exploiting Temporal Structure

Li Yao,Atousa Torabi,Kyunghyun Cho,Nicolas Ballas,Christopher J. Pal,Hugo Larochelle,Aaron C. Courville

(2015)

Cited by730

Simultaneous Deep Transfer Across Domains and Tasks

Eric Tzeng,Judy Hoffman,Trevor Darrell,Kate Saenko

(2015)

Cited by717

Weakly-and Semi-Supervised Learning of a Deep Convolutional Network for Semantic Image Segmentation

George Papandreou,Liang-Chieh Chen,Kevin P. Murphy,Alan L. Yuille

(2015)

Cited by701

Unsupervised Visual Representation Learning by Context Prediction

Carl Doersch,Abhinav Gupta,Alexei A. Efros

(2015)

Cited by699

Channel Pruning for Accelerating Very Deep Neural Networks

Yihui He,Xiangyu Zhang,Jian Sun

(2017)

Cited by690

Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization

Xun Huang,Serge J. Belongie

(2017)

Cited by666

Unsupervised Learning of Visual Representations using Videos

Xiaolong Wang,Abhinav Gupta

(2015)

Cited by629

ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression

Jian-Hao Luo,Jianxin Wu,Weiyao Lin

(2017)

Cited by535

Render for CNN: Viewpoint Estimation in Images Using CNNs Trained with Rendered 3D Model Views

Hao Su,Charles Ruizhongtai Qi,Yangyan Li,Leonidas J. Guibas

(2015)

Cited by515

Learning Efficient Convolutional Networks through Network Slimming

Zhuang Liu,Jianguo Li,Zhiqiang Shen,Gao Huang, Shoumeng Yan,Changshui Zhang

(2017)

Cited by514

Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books

Yukun Zhu,Ryan Kiros,Richard S. Zemel,Ruslan Salakhutdinov,Raquel Urtasun,Antonio Torralba,Sanja Fidler

(2015)

Cited by507

Revisiting Unreasonable Effectiveness of Data in Deep Learning Era

Chen Sun,Abhinav Shrivastava,Saurabh Singh,Abhinav Gupta

(2017)

Cited by506

BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation

Jifeng Dai,Kaiming He,Jian Sun

(2015)

Cited by505

Deep Networks for Image Super-Resolution with Sparse Prior

Wang ZW,Liu D,Yang JC, Han W,Huang T

(2015)

Cited by504

Semantic Image Segmentation via Deep Parsing Network

Ziwei Liu,Xiaoxiao Li,Ping Luo,Chen Change Loy,Xiaoou Tang

(2015)

Cited by491

Object Detection via a Multi-region and Semantic Segmentation-Aware CNN Model

Spyros Gidaris,Nikos Komodakis

(2015)

Cited by489

Discriminative Learning of Deep Convolutional Feature Point Descriptors

Edgar Simo-Serra,Eduard Trulls,Luis Ferraz,Iasonas Kokkinos,Pascal Fua,Francesc Moreno-Noguer

(2015)

Cited by483

Photographic Image Synthesis with Cascaded Refinement Networks

Qifeng Chen,Vladlen Koltun

(2017)

Cited by471

Ask Your Neurons: A Neural-based Approach to Answering Questions about Images

Mateusz Malinowski,Marcus Rohrbach,Mario Fritz

(2015)

Cited by458

From Facial Parts Responses to Face Detection: A Deep Learning Approach

Shuo Yang,Ping Luo,Chen Change Loy,Xiaoou Tang

(2015)

Cited by451

MemNet: A Persistent Memory Network for Image Restoration

Ying Tai,Jian Yang,Xiaoming Liu,Chunyan Xu

(2017)

Cited by449

Aggregating Local Deep Features for Image Retrieval

Artem Babenko,Victor S. Lempitsky

(2015)

Cited by448

Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models

Bryan A. Plummer,Liwei Wang, Chris M. Cervantes,Juan C. Caicedo,Julia Hockenmaier,Svetlana Lazebnik

(2017)

Cited by443

Learning Spatio-Temporal Representation with Pseudo-3D Residual Networks

Zhaofan Qiu,Ting Yao,Tao Mei

(2017)

Cited by440

End-to-End Learning of Geometry and Context for Deep Stereo Regression

Alex Kendall, Hayk Martirosyan, Saumitro Dasgupta, Peter Henry, Ryan Kennedy,Abraham Bachrach, Adam Bry

(2017)

Cited by437

SVDNet for Pedestrian Retrieval

Yifan Sun,Liang Zheng, Weijian Deng,Shengjin Wang

(2017)

Cited by419

Learning Background-Aware Correlation Filters for Visual Tracking

Hamed Kiani Galoogahi,Ashton Fagg,Simon Lucey

(2017)

Cited by418

Learning to Track: Online Multi-Object Tracking by Decision Making

Yu Xiang,Alexandre Alahi,Silvio Savarese

(2015)

Cited by407

P-CNN: Pose-Based CNN Features for Action Recognition

Guilhem Chéron,Ivan Laptev,Cordelia Schmid

(2015)

Cited by405

How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230, 000 3D facial landmarks)

Adrian Bulat,Georgios Tzimiropoulos

(2017)

Cited by401

Interpretable Explanations of Black Boxes by Meaningful Perturbation

Ruth Fong,Andrea Vedaldi

(2017)

Cited by392

Image Super-Resolution Using Dense Skip Connections

Tong Tong,Gen Li, Xiejie Liu,Qinquan Gao

(2017)

Cited by382

Learning to See by Moving

Pulkit Agrawal,João Carreira,Jitendra Malik

(2015)

Cited by381

Joint Fine-Tuning in Deep Neural Networks for Facial Expression Recognition

Heechul Jung,Sihaeng Lee, Junho Yim,Sunjeong Park,Junmo Kim

(2015)

Cited by377

Pose-driven Deep Convolutional Model for Person Re-identification

Chi Su,Jianing Li,Shiliang Zhang,Junliang Xing,Wen Gao,Qi Tian

(2017)

Cited by376

Zero-Shot Learning via Semantic Similarity Embedding

Ziming Zhang,Venkatesh Saligrama

(2015)

Cited by376

EnhanceNet: Single Image Super-Resolution through Automated Texture Synthesis

Mehdi S. M. Sajjadi,Bernhard Schölkopf,Michael Hirsch

(2017)

Cited by374

Compression Artifacts Reduction by a Deep Convolutional Network

Chao Dong, Yubin Deng,Chen Change Loy,Xiaoou Tang

(2015)

Cited by373

Deeply-Learned Part-Aligned Representations for Person Re-Identification

Liming Zhao,Xi Li,Jingdong Wang,Yueting Zhuang

(2017)

Cited by372

Flowing ConvNets for Human Pose Estimation in Videos

Tomas Pfister,James Charles,Andrew Zisserman

(2015)

Cited by371

Soft-NMS - Improving Object Detection with One Line of Code

Navaneeth Bodla,Bharat Singh,Rama Chellappa,Larry S. Davis

(2017)

Cited by370

Escape from Cells: Deep Kd-Networks for The Recognition of 3D Point Cloud Models

Roman Klokov,Victor S. Lempitsky

(2017)

Cited by368

Constrained Convolutional Neural Networks for Weakly Supervised Segmentation

Deepak Pathak,Philipp Krähenbühl,Trevor Darrell

(2015)

Cited by367

Human Action Recognition using Factorized Spatio-Temporal Convolutional Networks

Lin Sun,Kui Jia,Dit-Yan Yeung,Bertram E. Shi

(2015)

Cited by361

FlowNet: Learning Optical Flow with Convolutional Networks

Philipp Fischer,Alexey Dosovitskiy,Eddy Ilg,Philip Häusser,Caner Hazirbas,Vladimir Golkov,Patrick van der Smagt,Daniel Cremers,Thomas Brox

(2015)

Cited by359

Hybrid Deep Learning for Face Verification

Yi Sun,Xiaogang Wang,Xiaoou Tang

(2016)

Cited by356

A simple yet effective baseline for 3d human pose estimation

Julieta Martinez, Rayat Hossain,Javier Romero,James J. Little

(2017)

Cited by352

Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis

Rui Huang,Shu Zhang,Tianyu Li,Ran He

(2017)

Cited by348

Deep Learning Strong Parts for Pedestrian Detection

Yonglong Tian,Ping Luo,Xiaogang Wang,Xiaoou Tang

(2015)

Cited by346

Recurrent Network Models for Human Dynamics

Katerina Fragkiadaki,Sergey Levine,Panna Felsen,Jitendra Malik

(2015)

Cited by346

Low-Shot Visual Recognition by Shrinking and Hallucinating Features

Bharath Hariharan,Ross B. Girshick

(2017)

Cited by345

Multiple Hypothesis Tracking Revisited

Chanho Kim,Fuxin Li,Arridhana Ciptadi,James M. Rehg

(2015)

Cited by340

SALICON: Reducing the Semantic Gap in Saliency Prediction by Adapting Deep Neural Networks

Xun Huang,Chengyao Shen,Xavier Boix,Qi Zhao

(2015)

Cited by340

Differential Recurrent Neural Networks for Action Recognition

Vivek Veeriah, Naifan Zhuang,Guo-Jun Qi

(2015)

Cited by333

Minimum Barrier Salient Object Detection at 80 FPS

Jianming Zhang,Stan Sclaroff,Zhe L. Lin,Xiaohui Shen,Brian L. Price,Radomír Mech

(2015)

Cited by323

Where to Buy It: Matching Street Clothing Photos in Online Shops

M. Hadi Kiapour,Xufeng Han,Svetlana Lazebnik,Alexander C. Berg,Tamara L. Berg

(2015)

Cited by318

Boosting Image Captioning with Attributes

Ting Yao,Yingwei Pan,Yehao Li,Zhaofan Qiu,Tao Mei

(2017)

Cited by312

RMPE: Regional Multi-person Pose Estimation

Haoshu Fang, Shuqin Xie,Cewu Lu

(2017)

Cited by312

Efficient PSD Constrained Asymmetric Metric Learning for Person Re-Identification

Shengcai Liao,Stan Z. Li

(2015)

Cited by309

The Mapillary Vistas Dataset for Semantic Understanding of Street Scenes

Gerhard Neuhold, Tobias Ollmann,Samuel Rota Bulò,Peter Kontschieder

(2017)

Cited by308

AOD-Net: All-in-One Dehazing Network

Boyi Li,Xiulian Peng,Zhangyang Wang,Jizheng Xu,Dan Feng

(2017)

Cited by307

Temporal Action Detection with Structured Segment Networks

Yue Zhao,Yuanjun Xiong,Limin Wang, Zhirong Wu,Dahua Lin,Xiaoou Tang

(2017)

Cited by305

CREST: Convolutional Residual Learning for Visual Tracking

Yibing Song,Chao Ma, Lijun Gong,Jiawei Zhang,Rynson W. H. Lau,Ming-Hsuan Yang

(2017)

Cited by293

Understanding and Diagnosing Visual Tracking Systems

Naiyan Wang,Jianping Shi,Dit-Yan Yeung,Jiaya Jia

(2015)

Cited by291

Contextual Action Recognition With R*CNN

Georgia Gkioxari,Ross B. Girshick,Jitendra Malik

(2015)

Cited by290

Neural Activation Constellations: Unsupervised Part Model Discovery with Convolutional Networks

Marcel Simon,Erik Rodner

(2015)

Cited by290

Inferring and Executing Programs for Visual Reasoning

Justin Johnson,Bharath Hariharan,Laurens van der Maaten,Judy Hoffman,Fei-Fei Li,C. Lawrence Zitnick,Ross B. Girshick

(2017)

Cited by285

Amulet: Aggregating Multi-level Convolutional Features for Salient Object Detection

Pingping Zhang,Dong Wang,Huchuan Lu,Hongyu Wang,Xiang Ruan

(2017)

Cited by285

Learning Multi-attention Convolutional Neural Network for Fine-Grained Image Recognition

Heliang Zheng,Jianlong Fu,Tao Mei,Jiebo Luo

(2017)

Cited by282

Genetic CNN

Lingxi Xie,Alan L. Yuille

(2017)

Cited by282

SSD-6D: Making RGB-based 3D detection and 6D pose estimation great again

Wadim Kehl, Fabian Manhardt,Federico Tombari,Slobodan Ilic,Nassir Navab

(2017)

Cited by281

Video Frame Synthesis using Deep Voxel Flow

Ziwei Liu,Raymond Yeh,Xiaoou Tang,Yiming Liu,Aseem Agarwala

(2017)

Cited by280

Learning to Reason: End-to-End Module Networks for Visual Question Answering

Ronghang Hu,Jacob Andreas,Marcus Rohrbach,Trevor Darrell,Kate Saenko

(2017)

Cited by279

DSOD: Learning Deeply Supervised Object Detectors from Scratch

Zhiqiang Shen,Zhuang Liu,Jianguo Li,Yu-Gang Jiang,Yurong Chen,Xiangyang Xue

(2017)

Cited by278

Generating High-Quality Crowd Density Maps using Contextual Pyramid CNNs

Vishwanath A. Sindagi,Vishal M. Patel

(2017)

Cited by277

100

Octree Generating Networks: Efficient Convolutional Architectures for High-resolution 3D Outputs

Maxim Tatarchenko,Alexey Dosovitskiy,Thomas Brox

(2017)

Cited by277

International Conference on Computer Vision

Author Distribution

Top Authors ( author's name : number of papers / citations )

Publications