Video Modeling with Correlation Networks

7 June 2019

Heng Wang

Papers citing "Video Modeling with Correlation Networks"

47 / 47 papers shown

Title
X3D: Expanding Architectures for Efficient Video Recognition Christoph Feichtenhofer 125 1,018 0 09 Apr 2020
Grouped Spatial-Temporal Aggregation for Efficient Action Recognition Chenxu Luo Alan Yuille 151 151 0 28 Sep 2019
Learning Spatio-Temporal Representation with Local and Global Diffusion Zhaofan Qiu Ting Yao Chong-Wah Ngo Xinmei Tian Tao Mei 54 171 0 13 Jun 2019
Attentive Spatio-Temporal Representation Learning for Diving Classification Gagan Kanojia Sudhakar Kumawat Shanmuganathan Raman 49 26 0 30 Apr 2019
DynamoNet: Dynamic Action and Motion Network Ali Diba Vivek Sharma Luc Van Gool Rainer Stiefelhagen 78 110 0 25 Apr 2019
Video Classification with Channel-Separated Convolutional Networks Du Tran Heng Wang Lorenzo Torresani Matt Feiszli 3DV 61 586 0 04 Apr 2019
Group-wise Correlation Stereo Network Xiaoyang Guo Kai Yang Wukui Yang Xiaogang Wang Hongsheng Li 3DV 113 562 0 10 Mar 2019
Learning Discriminative Motion Features Through Detection Gedas Bertasius Christoph Feichtenhofer Du Tran Jianbo Shi Lorenzo Torresani 35 15 0 11 Dec 2018
SlowFast Networks for Video Recognition Christoph Feichtenhofer Haoqi Fan Jitendra Malik Kaiming He 162 3,262 0 10 Dec 2018
Representation Flow for Action Recognition A. Piergiovanni Michael S. Ryoo 75 147 0 02 Oct 2018
Using phase instead of optical flow for action recognition Omar Hommos S. Pintea Pascal Mettes Jan van Gemert 66 13 0 10 Sep 2018
Motion Feature Network: Fixed Motion Filter for Action Recognition Myunggi Lee Seungeui Lee S. Son Gyutae Park Nojun Kwak 72 122 0 26 Jul 2018
Spatio-Temporal Channel Correlation Networks for Action Classification Ali Diba Mohsen Fayyaz Vivek Sharma M. M. Arzani Rahman Yousefzadeh Juergen Gall Luc Van Gool 3DPC 59 181 0 19 Jun 2018
Videos as Space-Time Region Graphs Xinyu Wang Abhinav Gupta 83 755 0 05 Jun 2018
ECO: Efficient Convolutional Network for Online Video Understanding Mohammadreza Zolfaghari Kamaljeet Singh Thomas Brox 183 498 0 24 Apr 2018
End-to-End Learning of Motion Representation for Video Understanding Lijie Fan Wen-bing Huang Chuang Gan Stefano Ermon Boqing Gong Junzhou Huang 68 214 0 02 Apr 2018
Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification Saining Xie Chen Sun Jonathan Huang Zhuowen Tu Kevin Patrick Murphy 3DH 137 1,325 0 13 Dec 2017
A Closer Look at Spatiotemporal Convolutions for Action Recognition Du Tran Heng Wang Lorenzo Torresani Jamie Ray Yann LeCun Manohar Paluri 196 3,029 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 74 296 0 29 Nov 2017
Learning Spatio-Temporal Representation with Pseudo-3D Residual Networks Zhaofan Qiu Ting Yao Tao Mei 84 1,661 0 28 Nov 2017
Temporal Relational Reasoning in Videos Bolei Zhou A. Andonian Aude Oliva Antonio Torralba NAI 91 1,039 0 22 Nov 2017
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 277 8,902 0 21 Nov 2017
Detect to Track and Track to Detect Christoph Feichtenhofer A. Pinz Andrew Zisserman VOT 116 562 0 11 Oct 2017
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming-Yuan Liu Jan Kautz 3DPC 249 2,443 0 07 Sep 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 401 26,365 0 05 Sep 2017
The "something something" video database for learning and evaluating visual common sense Raghav Goyal Samira Ebrahimi Kahou Vincent Michalski Joanna Materzynska S. Westphal ... Moritz Mueller-Freitag F. Hoppe Christian Thurau Ingo Bax Roland Memisevic VLM 82 1,529 0 13 Jun 2017
Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour Priya Goyal Piotr Dollár Ross B. Girshick P. Noordhuis Lukasz Wesolowski Aapo Kyrola Andrew Tulloch Yangqing Jia Kaiming He 3DH 120 3,675 0 08 Jun 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 228 3,796 0 19 May 2017
Convolutional neural network architecture for geometric matching Ignacio Rocco Relja Arandjelović Josef Sivic 99 545 0 16 Mar 2017
ActionFlowNet: Learning Motion Representation for Action Recognition Joe Yue-Hei Ng Jonghyun Choi J. Neumann L. Davis 72 121 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 248 3,077 0 06 Dec 2016
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 497 10,305 0 16 Nov 2016
Optical Flow Estimation using a Spatial Pyramid Network Anurag Ranjan Michael J. Black 3DPC 96 1,215 0 03 Nov 2016
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 288 8,091 0 13 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 3,831 0 02 Aug 2016
Convolutional Two-Stream Network Fusion for Video Action Recognition Christoph Feichtenhofer A. Pinz Andrew Zisserman 156 2,610 0 22 Apr 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.1K 193,426 0 10 Dec 2015
Multi-Scale Context Aggregation by Dilated Convolutions Feng Yu V. Koltun SSeg 264 8,434 0 23 Nov 2015
Human Action Recognition using Factorized Spatio-Temporal Convolutional Networks Lin Sun Kui Jia Dit-Yan Yeung Bertram E. Shi 74 532 0 02 Oct 2015
Towards Good Practices for Very Deep Two-Stream ConvNets Limin Wang Yuanjun Xiong Zhe Wang Yu Qiao 89 444 0 08 Jul 2015
FlowNet: Learning Optical Flow with Convolutional Networks Philipp Fischer Alexey Dosovitskiy Eddy Ilg Philip Häusser C. Hazirbas Vladimir Golkov Patrick van der Smagt Daniel Cremers Thomas Brox 3DPC 304 4,172 0 26 Apr 2015
Beyond Short Snippets: Deep Networks for Video Classification Joe Yue-Hei Ng Matthew J. Hausknecht Sudheendra Vijayanarasimhan Oriol Vinyals R. Monga G. Toderici 139 2,336 0 31 Mar 2015
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 422 43,635 0 17 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.5K 100,213 0 04 Sep 2014
Two-Stream Convolutional Networks for Action Recognition in Videos Karen Simonyan Andrew Zisserman 237 7,526 0 09 Jun 2014
UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild K. Soomro Amir Zamir M. Shah CLIP VGen 137 6,145 0 03 Dec 2012