Exploring Temporal Differences in 3D Convolutional Neural Networks

Exploring Temporal Differences in 3D Convolutional Neural Networks

7 September 2019

Sudhakar Kumawat

Shanmuganathan Raman

Papers citing "Exploring Temporal Differences in 3D Convolutional Neural Networks"

12 / 12 papers shown

Title
Motion Feature Network: Fixed Motion Filter for Action Recognition Myunggi Lee Seungeui Lee S. Son Gyutae Park Nojun Kwak 75 122 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 65 181 0 19 Jun 2018
Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification Saining Xie Chen Sun Jonathan Huang Zhuowen Tu Kevin Patrick Murphy 3DH 142 1,330 0 13 Dec 2017
Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet? Kensho Hara Hirokatsu Kataoka Y. Satoh 3DPC 123 1,934 0 27 Nov 2017
ConvNet Architecture Search for Spatiotemporal Feature Learning Du Tran Jamie Ray Zheng Shou Shih-Fu Chang Manohar Paluri 3DPC 75 383 0 16 Aug 2017
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 514 10,330 0 16 Nov 2016
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling Jiajun Wu Chengkai Zhang Tianfan Xue Bill Freeman J. Tenenbaum GAN 308 1,953 0 24 Oct 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 102 3,835 0 02 Aug 2016
Orientation-boosted Voxel Nets for 3D Object Recognition Nima Sedaghat Mohammadreza Zolfaghari Ehsan Amiri Thomas Brox 3DPC 61 224 0 12 Apr 2016
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 311 4,177 0 26 Apr 2015
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 595 15,882 0 12 Nov 2013
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