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Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset

22 May 2017

Papers citing "Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset"

45 / 3,645 papers shown

Title
Fully-Coupled Two-Stream Spatiotemporal Networks for Extremely Low Resolution Action Recognition Mingze Xu Aidean Sharghi Xin Chen David J. Crandall EgoV 52 30 0 11 Jan 2018
Moments in Time Dataset: one million videos for event understanding Mathew Monfort A. Andonian Bolei Zhou K. Ramakrishnan Sarah Adel Bargal ... L. Brown Quanfu Fan Dan Gutfreund Carl Vondrick A. Oliva 122 553 0 09 Jan 2018
What have we learned from deep representations for action recognition? Christoph Feichtenhofer A. Pinz Richard P. Wildes Andrew Zisserman SSL 88 47 0 04 Jan 2018
Detect-and-Track: Efficient Pose Estimation in Videos Rohit Girdhar Georgia Gkioxari Lorenzo Torresani Manohar Paluri Du Tran 3DH 120 230 0 26 Dec 2017
On the Integration of Optical Flow and Action Recognition Laura Sevilla-Lara Yiyi Liao Fatma Guney Varun Jampani Andreas Geiger Michael J. Black 149 196 0 22 Dec 2017
Weakly Supervised Action Localization by Sparse Temporal Pooling Network P. Nguyen Ting Liu Gautam Prasad Bohyung Han WSOL 205 351 0 14 Dec 2017
Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification Saining Xie Chen Sun Jonathan Huang Zhuowen Tu Kevin Patrick Murphy 3DH 187 1,336 0 13 Dec 2017
From Lifestyle Vlogs to Everyday Interactions David Fouhey Weicheng Kuo Alexei A. Efros Jitendra Malik 84 125 0 06 Dec 2017
Learning Latent Super-Events to Detect Multiple Activities in Videos A. Piergiovanni Michael S. Ryoo 79 90 0 05 Dec 2017
Compressed Video Action Recognition Chao-Yuan Wu Manzil Zaheer Hexiang Hu R. Manmatha Alex Smola Philipp Krahenbuhl 184 325 0 02 Dec 2017
Graph Distillation for Action Detection with Privileged Modalities Zelun Luo Jun-Ting Hsieh Lu Jiang Juan Carlos Niebles Li Fei-Fei 107 104 0 30 Nov 2017
Budget-Aware Activity Detection with A Recurrent Policy Network Behrooz Mahasseni Xiaodong Yang Pavlo Molchanov Jan Kautz 72 6 0 30 Nov 2017
A Closer Look at Spatiotemporal Convolutions for Action Recognition Du Tran Heng Wang Lorenzo Torresani Jamie Ray Yann LeCun Manohar Paluri 258 3,042 0 30 Nov 2017
Optical Flow Guided Feature: A Fast and Robust Motion Representation for Video Action Recognition Shuyang Sun Zhanghui Kuang Wanli Ouyang Lu Sheng Wayne Zhang 94 297 0 29 Nov 2017
Revisiting hand-crafted feature for action recognition: a set of improved dense trajectories K. Matsui Toru Tamaki Gwladys Auffret B. Raytchev K. Kaneda 28 0 0 28 Nov 2017
Hierarchical Video Generation from Orthogonal Information: Optical Flow and Texture Katsunori Ohnishi Shohei Yamamoto Yoshitaka Ushiku Tatsuya Harada VGen GAN 81 60 0 27 Nov 2017
Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet? Kensho Hara Hirokatsu Kataoka Y. Satoh 3DPC 135 1,937 0 27 Nov 2017
Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification Xiang Long Chuang Gan Gerard de Melo Jiajun Wu Xiao-Chang Liu Shilei Wen 104 209 0 27 Nov 2017
Appearance-and-Relation Networks for Video Classification Limin Wang Wei Li Wen Li Luc Van Gool 100 352 0 24 Nov 2017
Temporal Relational Reasoning in Videos Bolei Zhou A. Andonian Aude Oliva Antonio Torralba NAI 149 1,043 0 22 Nov 2017
Temporal 3D ConvNets: New Architecture and Transfer Learning for Video Classification Ali Diba Mohsen Fayyaz Vivek Sharma A. Karami M. M. Arzani Rahman Yousefzadeh Luc Van Gool 86 242 0 22 Nov 2017
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 366 8,940 0 21 Nov 2017
Attend and Interact: Higher-Order Object Interactions for Video Understanding Chih-Yao Ma Asim Kadav I. Melvin Z. Kira G. Al-Regib H. Graf 83 145 0 16 Nov 2017
End-to-end Video-level Representation Learning for Action Recognition Jiagang Zhu Wei Zou Zheng Zhu 92 89 0 11 Nov 2017
Attentional Pooling for Action Recognition Rohit Girdhar Deva Ramanan 138 321 0 04 Nov 2017
Multi-modal Aggregation for Video Classification Chen Chen Xiaowei Zhao Yang Liu 33 1 0 27 Oct 2017
PoseTrack: A Benchmark for Human Pose Estimation and Tracking Mykhaylo Andriluka Umar Iqbal Eldar Insafutdinov L. Pishchulin Anton Milan Juergen Gall Bernt Schiele 126 461 0 27 Oct 2017
ActivityNet Challenge 2017 Summary Guohao Li Juan Carlos Niebles Cees G. M. Snoek Fabian Caba Heilbron Humam Alwassel Ranjay Krishna Victor Escorcia Kenji Hata S. Buch 110 48 0 22 Oct 2017
Human Activity Recognition Using Robust Adaptive Privileged Probabilistic Learning Michalis Vrigkas Evangelos Kazakos Christophoros Nikou I. Kakadiaris 106 1 0 19 Sep 2017
Two-stream Flow-guided Convolutional Attention Networks for Action Recognition An Tran L. Cheong 54 54 0 30 Aug 2017
Learning Spatio-Temporal Features with 3D Residual Networks for Action Recognition Kensho Hara Hirokatsu Kataoka Y. Satoh 3DPC 91 607 0 25 Aug 2017
Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks Victor Campos Brendan Jou Xavier Giró-i-Nieto Jordi Torres Shih-Fu Chang 84 219 0 22 Aug 2017
ConvNet Architecture Search for Spatiotemporal Feature Learning Du Tran Jamie Ray Zheng Shou Shih-Fu Chang Manohar Paluri 3DPC 126 385 0 16 Aug 2017
Learnable pooling with Context Gating for video classification Antoine Miech Ivan Laptev Josef Sivic 87 327 0 21 Jun 2017
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 167 1,033 0 23 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 278 3,824 0 19 May 2017
Temporal Segment Networks for Action Recognition in Videos Limin Wang Yuanjun Xiong Zhe Wang Yu Qiao Dahua Lin Xiaoou Tang Luc Van Gool ViT 131 816 0 08 May 2017
Second-order Temporal Pooling for Action Recognition A. Cherian Stephen Gould EgoV 42 29 0 23 Apr 2017
Temporal Action Detection with Structured Segment Networks Yue Zhao Yuanjun Xiong Limin Wang Zhirong Wu Xiaoou Tang Dahua Lin 145 916 0 20 Apr 2017
Hidden Two-Stream Convolutional Networks for Action Recognition Yi Zhu Zhenzhong Lan Shawn D. Newsam Alexander G. Hauptmann 122 282 0 02 Apr 2017
Semantic Video Segmentation by Gated Recurrent Flow Propagation David Nilsson C. Sminchisescu 192 224 0 28 Dec 2016
ActionFlowNet: Learning Motion Representation for Action Recognition Joe Yue-Hei Ng Jonghyun Choi J. Neumann L. Davis 87 121 0 09 Dec 2016
Action Recognition with Dynamic Image Networks Hakan Bilen Basura Fernando Efstratios Gavves Andrea Vedaldi FAtt 91 224 0 02 Dec 2016
Human Action Recognition without Human Yun He Soma Shirakabe Y. Satoh Hirokatsu Kataoka 83 43 0 29 Aug 2016
Discriminatively Trained Latent Ordinal Model for Video Classification Karan Sikka Gaurav Sharma 55 11 0 08 Aug 2016