Temporal Aggregate Representations for Long-Range Video Understanding

1 June 2020

Angela Yao

Papers citing "Temporal Aggregate Representations for Long-Range Video Understanding"

31 / 31 papers shown

Title
Audiovisual SlowFast Networks for Video Recognition Fanyi Xiao Yong Jae Lee Kristen Grauman Jitendra Malik Christoph Feichtenhofer 248 209 0 23 Jan 2020
EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition Evangelos Kazakos Arsha Nagrani Andrew Zisserman Dima Damen EgoV 62 337 0 22 Aug 2019
What Would You Expect? Anticipating Egocentric Actions with Rolling-Unrolling LSTMs and Modality Attention Antonino Furnari G. Farinella EgoV 105 174 0 22 May 2019
MS-TCN: Multi-Stage Temporal Convolutional Network for Action Segmentation Yazan Abu Farha Juergen Gall 62 667 0 05 Mar 2019
Long-Term Feature Banks for Detailed Video Understanding Chao-Yuan Wu Christoph Feichtenhofer Haoqi Fan Kaiming He Philipp Krahenbuhl Ross B. Girshick 171 480 0 12 Dec 2018
SlowFast Networks for Video Recognition Christoph Feichtenhofer Haoqi Fan Jitendra Malik Kaiming He 164 3,274 0 10 Dec 2018
TSM: Temporal Shift Module for Efficient Video Understanding Ji Lin Chuang Gan Song Han 98 1,691 0 20 Nov 2018
NeXtVLAD: An Efficient Neural Network to Aggregate Frame-level Features for Large-scale Video Classification Rongcheng Lin Jing Xiao Jianping Fan VLM 74 103 0 12 Nov 2018
Non-local NetVLAD Encoding for Video Classification Yongyi Tang Xing Zhang Jingwen Wang Shaoxiang Chen Lin Ma Yu-Gang Jiang 48 41 0 29 Sep 2018
Label Denoising with Large Ensembles of Heterogeneous Neural Networks Pavel Ostyakov Elizaveta Logacheva Roman Suvorov Vladimir Aliev Gleb Sterkin Oleg Khomenko Sergey I. Nikolenko NoLa 53 28 0 12 Sep 2018
Scaling Egocentric Vision: The EPIC-KITCHENS Dataset Dima Damen Hazel Doughty G. Farinella Sanja Fidler Antonino Furnari ... Davide Moltisanti Jonathan Munro Toby Perrett Will Price Michael Wray EgoV 123 1,030 0 08 Apr 2018
When will you do what? - Anticipating Temporal Occurrences of Activities Yazan Abu Farha Alexander Richard Juergen Gall 65 191 0 03 Apr 2018
Weakly-Supervised Action Segmentation with Iterative Soft Boundary Assignment Li Ding Chenliang Xu 89 180 0 28 Mar 2018
Unsupervised Learning and Segmentation of Complex Activities from Video Fadime Sener Angela Yao 57 112 0 26 Mar 2018
A Closer Look at Spatiotemporal Convolutions for Action Recognition Du Tran Heng Wang Lorenzo Torresani Jamie Ray Yann LeCun Manohar Paluri 218 3,030 0 30 Nov 2017
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 289 8,906 0 21 Nov 2017
Temporal Modeling Approaches for Large-scale Youtube-8M Video Understanding Fu Li Chuang Gan Xiao-Chang Liu Yunlong Bian Xiang Long Yandong Li Zhichao Li Jie Zhou Shilei Wen 3DGS 58 60 0 14 Jul 2017
Learnable pooling with Context Gating for video classification Antoine Miech Ivan Laptev Josef Sivic 71 327 0 21 Jun 2017
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset João Carreira Andrew Zisserman 232 8,019 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 250 3,806 0 19 May 2017
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data Alexis Conneau Douwe Kiela Holger Schwenk Loïc Barrault Antoine Bordes AI4TS SSL 229 2,103 0 05 May 2017
ActionVLAD: Learning spatio-temporal aggregation for action classification Rohit Girdhar Deva Ramanan Abhinav Gupta Josef Sivic Bryan C. Russell AI4TS 72 451 0 10 Apr 2017
Weakly Supervised Action Learning with RNN based Fine-to-coarse Modeling Alexander Richard Hilde Kuehne Juergen Gall 50 197 0 23 Mar 2017
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 105 3,835 0 02 Aug 2016
Connectionist Temporal Modeling for Weakly Supervised Action Labeling De-An Huang Li Fei-Fei Juan Carlos Niebles 72 238 0 28 Jul 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 413 10,494 0 21 Jul 2016
Beyond Short Snippets: Deep Networks for Video Classification Joe Yue-Hei Ng Matthew J. Hausknecht Sudheendra Vijayanarasimhan Oriol Vinyals R. Monga G. Toderici 145 2,337 0 31 Mar 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,115 0 22 Dec 2014
Long-term Recurrent Convolutional Networks for Visual Recognition and Description Jeff Donahue Lisa Anne Hendricks Marcus Rohrbach Subhashini Venugopalan S. Guadarrama Kate Saenko Trevor Darrell VLM 162 6,053 0 17 Nov 2014
Two-Stream Convolutional Networks for Action Recognition in Videos Karen Simonyan Andrew Zisserman 244 7,535 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 150 6,148 0 03 Dec 2012