Title
AVA: A Video Dataset of Spatio-temporally Localized Atomic Visual Actions Chunhui Gu Chen Sun David A. Ross Carl Vondrick C. Pantofaru ... G. Toderici Susanna Ricco Rahul Sukthankar Cordelia Schmid Jitendra Malik VGen 99 1,028 0 23 May 2017
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset João Carreira Andrew Zisserman 219 7,989 0 22 May 2017
The Kinetics Human Action Video Dataset W. Kay João Carreira Karen Simonyan Brian Zhang Chloe Hillier ... Tim Green T. Back Apostol Natsev Mustafa Suleyman Andrew Zisserman 222 3,796 0 19 May 2017
ActionVLAD: Learning spatio-temporal aggregation for action classification Rohit Girdhar Deva Ramanan Abhinav Gupta Josef Sivic Bryan C. Russell AI4TS 70 451 0 10 Apr 2017
Generalized Rank Pooling for Activity Recognition A. Cherian Basura Fernando Mehrtash Harandi Stephen Gould 42 83 0 07 Apr 2017
Two Stream LSTM: A Deep Fusion Framework for Human Action Recognition Harshala Gammulle Simon Denman Sridha Sridharan Clinton Fookes 52 167 0 04 Apr 2017
Chained Multi-stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and Detection Mohammadreza Zolfaghari Gabriel L. Oliveira Nima Sedaghat Thomas Brox 53 217 0 03 Apr 2017
Hidden Two-Stream Convolutional Networks for Action Recognition Yi Zhu Zhenzhong Lan Shawn D. Newsam Alexander G. Hauptmann 51 282 0 02 Apr 2017
TS-LSTM and Temporal-Inception: Exploiting Spatiotemporal Dynamics for Activity Recognition Chih-Yao Ma Min-Hung Chen Z. Kira G. Al-Regib AI4TS 63 241 0 30 Mar 2017
Weakly Supervised Action Learning with RNN based Fine-to-coarse Modeling Alexander Richard Hilde Kuehne Juergen Gall 47 197 0 23 Mar 2017
UntrimmedNets for Weakly Supervised Action Recognition and Detection Limin Wang Yuanjun Xiong Dahua Lin Luc Van Gool 55 491 0 09 Mar 2017
Deep Local Video Feature for Action Recognition Zhenzhong Lan Yi Zhu Alexander G. Hauptmann 70 109 0 25 Jan 2017
Unsupervised Learning of Long-Term Motion Dynamics for Videos Zelun Luo Boya Peng De-An Huang Alexandre Alahi Li Fei-Fei SSL 80 192 0 07 Jan 2017
ActionFlowNet: Learning Motion Representation for Action Recognition Joe Yue-Hei Ng Jonghyun Choi J. Neumann L. Davis 72 120 0 09 Dec 2016
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks Eddy Ilg N. Mayer Tonmoy Saikia Margret Keuper Alexey Dosovitskiy Thomas Brox 3DPC 225 3,077 0 06 Dec 2016
Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction Richard Y. Zhang Phillip Isola Alexei A. Efros SSL DRL 61 668 0 29 Nov 2016
Bidirectional Multirate Reconstruction for Temporal Modeling in Videos Linchao Zhu Zhongwen Xu Yi Yang 59 77 0 28 Nov 2016
Multi-Task Zero-Shot Action Recognition with Prioritised Data Augmentation Xun Xu Timothy M. Hospedales S. Gong 75 116 0 26 Nov 2016
AdaScan: Adaptive Scan Pooling in Deep Convolutional Neural Networks for Human Action Recognition in Videos Amlan Kar Nishant Rai Karan Sikka Gaurav Sharma 56 152 0 24 Nov 2016
Deep Temporal Linear Encoding Networks Ali Diba Vivek Sharma Luc Van Gool 53 227 0 21 Nov 2016
Self-Supervised Video Representation Learning With Odd-One-Out Networks Basura Fernando Hakan Bilen E. Gavves Stephen Gould SSL 42 450 0 21 Nov 2016
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 481 10,305 0 16 Nov 2016
Learning long-term dependencies for action recognition with a biologically-inspired deep network Yemin Shi Yonghong Tian Yaowei Wang Tiejun Huang 61 63 0 16 Nov 2016
Spatiotemporal Residual Networks for Video Action Recognition Christoph Feichtenhofer A. Pinz Richard P. Wildes 102 719 0 07 Nov 2016
YouTube-8M: A Large-Scale Video Classification Benchmark Sami Abu-El-Haija Nisarg Kothari Joonseok Lee Apostol Natsev G. Toderici Balakrishnan Varadarajan Sudheendra Vijayanarasimhan VLM 108 1,265 0 27 Sep 2016
Deep Learning for Video Classification and Captioning Zuxuan Wu Ting Yao Yanwei Fu Yu-Gang Jiang 3DV VLM 44 124 0 22 Sep 2016
Efficient Two-Stream Motion and Appearance 3D CNNs for Video Classification Ali Diba A. Pazandeh Luc Van Gool 65 75 0 31 Aug 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 715 36,708 0 25 Aug 2016
Depth2Action: Exploring Embedded Depth for Large-Scale Action Recognition Yi Zhu Shawn D. Newsam 69 41 0 15 Aug 2016
Temporal Segment Networks: Towards Good Practices for Deep Action Recognition Limin Wang Yuanjun Xiong Zhe Wang Yu Qiao Dahua Lin Xiaoou Tang Luc Van Gool ViT 98 3,825 0 02 Aug 2016
VideoLSTM Convolves, Attends and Flows for Action Recognition Zhenyang Li E. Gavves Mihir Jain Cees G. M. Snoek 90 465 0 06 Jul 2016
Going Deeper into Action Recognition: A Survey Samitha Herath Mehrtash Harandi Fatih Porikli 91 614 0 16 May 2016
Going Deeper into First-Person Activity Recognition Minghuang Ma Haoqi Fan Kris Kitani EgoV 58 306 0 12 May 2016
Real-time Action Recognition with Enhanced Motion Vector CNNs Bowen Zhang Limin Wang Zhe Wang Yu Qiao Hanli Wang 72 417 0 26 Apr 2016
Context Encoders: Feature Learning by Inpainting Deepak Pathak Philipp Krahenbuhl Jeff Donahue Trevor Darrell Alexei A. Efros SSL 67 5,287 0 25 Apr 2016
Convolutional Two-Stream Network Fusion for Video Action Recognition Christoph Feichtenhofer A. Pinz Andrew Zisserman 142 2,610 0 22 Apr 2016
Long-term Temporal Convolutions for Action Recognition Gül Varol Ivan Laptev Cordelia Schmid 75 909 0 15 Apr 2016
Hollywood in Homes: Crowdsourcing Data Collection for Activity Understanding Gunnar Sigurdsson Gül Varol Xinyu Wang Ali Farhadi Ivan Laptev Abhinav Gupta VGen 92 1,245 0 06 Apr 2016
Colorful Image Colorization Richard Y. Zhang Phillip Isola Alexei A. Efros 124 157 0 28 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.9K 193,426 0 10 Dec 2015
NetVLAD: CNN architecture for weakly supervised place recognition Relja Arandjelović Petr Gronát Akihiko Torii Tomas Pajdla Josef Sivic 3DV SSL 116 2,634 0 23 Nov 2015
End-to-end Learning of Action Detection from Frame Glimpses in Videos Serena Yeung Olga Russakovsky Greg Mori Li Fei-Fei EgoV 88 608 0 22 Nov 2015
Uncovering Temporal Context for Video Question and Answering Linchao Zhu Zhongwen Xu Yi Yang Alexander G. Hauptmann BDL 59 45 0 15 Nov 2015
Transductive Zero-Shot Action Recognition by Word-Vector Embedding Xun Xu Timothy M. Hospedales S. Gong VLM 45 167 0 13 Nov 2015
Objects2action: Classifying and localizing actions without any video example Mihir Jain Jan van Gemert Thomas Mensink Cees G. M. Snoek 49 159 0 23 Oct 2015
Towards Good Practices for Very Deep Two-Stream ConvNets Limin Wang Yuanjun Xiong Zhe Wang Yu Qiao 86 444 0 08 Jul 2015
P-CNN: Pose-based CNN Features for Action Recognition Guilhem Chéron Ivan Laptev Cordelia Schmid 57 611 0 11 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 465 62,122 0 04 Jun 2015
Action Recognition with Trajectory-Pooled Deep-Convolutional Descriptors Limin Wang Yu Qiao Xiaoou Tang 77 1,158 0 19 May 2015
The Best of Both Worlds: Combining Data-independent and Data-driven Approaches for Action Recognition Zhenzhong Lan Dezhong Yao Ming Lin Shoou-I Yu Alexander G. Hauptmann 45 11 0 17 May 2015