Revisiting the Effectiveness of Off-the-shelf Temporal Modeling
Approaches for Large-scale Video Classification

Revisiting the Effectiveness of Off-the-shelf Temporal Modeling Approaches for Large-scale Video Classification

12 August 2017

Chuang Gan

Jie Zhou

Papers citing "Revisiting the Effectiveness of Off-the-shelf Temporal Modeling Approaches for Large-scale Video Classification"

16 / 16 papers shown

Title
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 38 60 0 14 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 422 129,831 0 12 Jun 2017
Depthwise Separable Convolutions for Neural Machine Translation Lukasz Kaiser Aidan Gomez François Chollet 54 279 0 09 Jun 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 193 3,771 0 19 May 2017
Convolutional Sequence to Sequence Learning Jonas Gehring Michael Auli David Grangier Denis Yarats Yann N. Dauphin AIMat 120 3,279 0 08 May 2017
A Structured Self-attentive Sentence Embedding Zhouhan Lin Minwei Feng Cicero Nogueira dos Santos Mo Yu Bing Xiang Bowen Zhou Yoshua Bengio 101 2,132 0 09 Mar 2017
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 415 10,281 0 16 Nov 2016
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 756 14,454 0 07 Oct 2016
CNN Architectures for Large-Scale Audio Classification Shawn Hershey Sourish Chaudhuri D. Ellis J. Gemmeke A. Jansen ... Rif A. Saurous Bryan Seybold M. Slaney Ron J. Weiss K. Wilson 86 2,488 0 29 Sep 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 85 3,814 0 02 Aug 2016
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi 270 14,196 0 23 Feb 2016
Unsupervised Learning of Video Representations using LSTMs Nitish Srivastava Elman Mansimov Ruslan Salakhutdinov SSL 110 2,586 0 16 Feb 2015
Learning Spatiotemporal Features with 3D Convolutional Networks Du Tran Lubomir D. Bourdev Rob Fergus Lorenzo Torresani Manohar Paluri 3DPC 42 410 0 02 Dec 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 822 99,991 0 04 Sep 2014
On the Properties of Neural Machine Translation: Encoder-Decoder Approaches Kyunghyun Cho B. V. Merrienboer Dzmitry Bahdanau Yoshua Bengio AI4CE AIMat 136 6,748 0 03 Sep 2014
Two-Stream Convolutional Networks for Action Recognition in Videos Karen Simonyan Andrew Zisserman 216 7,518 0 09 Jun 2014