A Closer Look at Spatiotemporal Convolutions for Action Recognition

30 November 2017

Heng Wang

Papers citing "A Closer Look at Spatiotemporal Convolutions for Action Recognition"

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Title
Memory-Attended Recurrent Network for Video Captioning Wenjie Pei Jiyuan Zhang Xiangrong Wang Lei Ke Xiaoyong Shen Yu-Wing Tai 14 200 0 10 May 2019
Large-scale weakly-supervised pre-training for video action recognition Deepti Ghadiyaram Matt Feiszli Du Tran Xueting Yan Heng Wang D. Mahajan 8 297 0 02 May 2019
Billion-scale semi-supervised learning for image classification I. Z. Yalniz Hervé Jégou Kan Chen Manohar Paluri D. Mahajan SSL 36 458 0 02 May 2019
Attentive Spatio-Temporal Representation Learning for Diving Classification Gagan Kanojia Sudhakar Kumawat Shanmuganathan Raman 22 26 0 30 Apr 2019
Large Scale Holistic Video Understanding Ali Diba Mohsen Fayyaz Vivek Sharma Manohar Paluri Jurgen Gall Rainer Stiefelhagen Luc Van Gool 29 35 0 25 Apr 2019
DynamoNet: Dynamic Action and Motion Network Ali Diba Vivek Sharma Luc Van Gool Rainer Stiefelhagen 30 110 0 25 Apr 2019
Audio-Visual Model Distillation Using Acoustic Images Andrés F. Pérez Valentina Sanguineti Pietro Morerio Vittorio Murino VLM 15 27 0 16 Apr 2019
Weakly Supervised Gaussian Networks for Action Detection Basura Fernando Cheston Tan Yin Chet Hakan Bilen 25 24 0 16 Apr 2019
Recurrent Space-time Graph Neural Networks Andrei Liviu Nicolicioiu Iulia Duta Marius Leordeanu GNN 19 45 0 11 Apr 2019
Attentive Action and Context Factorization Yanjie Wang Vinh Tran Gedas Bertasius Lorenzo Torresani Minh Hoai 17 6 0 10 Apr 2019
SCSampler: Sampling Salient Clips from Video for Efficient Action Recognition Bruno Korbar Du Tran Lorenzo Torresani 30 222 0 08 Apr 2019
Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics Jiangliu Wang Jianbo Jiao Linchao Bao Shengfeng He Yunhui Liu Wei Liu SSL 21 204 0 07 Apr 2019
LP-3DCNN: Unveiling Local Phase in 3D Convolutional Neural Networks Sudhakar Kumawat Shanmuganathan Raman 3DPC 21 77 0 06 Apr 2019
Attention Distillation for Learning Video Representations Miao Liu Xin Chen Yun C. Zhang Yin Li James M. Rehg 19 2 0 05 Apr 2019
Fast Spatio-Temporal Residual Network for Video Super-Resolution Sheng Li Fengxiang He Bo Du Lefei Zhang Yonghao Xu Dacheng Tao SupR 31 133 0 05 Apr 2019
Video Classification with Channel-Separated Convolutional Networks Du Tran Heng Wang Lorenzo Torresani Matt Feiszli 3DV 22 581 0 04 Apr 2019
Resource Efficient 3D Convolutional Neural Networks Okan Kopuklu Neslihan Köse Ahmet Gunduz Gerhard Rigoll 19 186 0 04 Apr 2019
Human Activity Recognition for Edge Devices Manjot Bilkhu Hammababdullah Ayyubi 12 0 0 18 Mar 2019
Collaborative Spatio-temporal Feature Learning for Video Action Recognition Chong Li Qiaoyong Zhong Di Xie Shiliang Pu 27 82 0 04 Mar 2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey Longlong Jing Yingli Tian SSL 20 1,689 0 16 Feb 2019
Spatio-temporal Action Recognition: A Survey Amlaan Bhoi 29 12 0 27 Jan 2019
DistInit: Learning Video Representations Without a Single Labeled Video Rohit Girdhar Du Tran Lorenzo Torresani Deva Ramanan 27 54 0 26 Jan 2019
Semantic Image Networks for Human Action Recognition Sunder Ali Khowaja Seok-Lyong Lee 24 32 0 21 Jan 2019
DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition Zheng Shou Xudong Lin Yannis Kalantidis Laura Sevilla-Lara Marcus Rohrbach Shih-Fu Chang Zhicheng Yan VGen 37 120 0 11 Jan 2019
Temporal Hockey Action Recognition via Pose and Optical Flows Zixi Cai H. Neher Kanav Vats David A Clausi John S. Zelek 13 38 0 22 Dec 2018
D3D: Distilled 3D Networks for Video Action Recognition Jonathan C. Stroud David A. Ross Chen Sun Jia Deng Rahul Sukthankar 3DPC 30 158 0 19 Dec 2018
Improving the Performance of Unimodal Dynamic Hand-Gesture Recognition with Multimodal Training Mahdi Abavisani Hamid Reza Vaezi Joze Vishal M. Patel 22 131 0 14 Dec 2018
Learning Discriminative Motion Features Through Detection Gedas Bertasius Christoph Feichtenhofer Du Tran Jianbo Shi Lorenzo Torresani 14 15 0 11 Dec 2018
SlowFast Networks for Video Recognition Christoph Feichtenhofer Haoqi Fan Jitendra Malik Kaiming He 95 3,222 0 10 Dec 2018
Video Action Transformer Network Rohit Girdhar João Carreira Carl Doersch Andrew Zisserman ViT 28 702 0 06 Dec 2018
Timeception for Complex Action Recognition Noureldien Hussein E. Gavves A. Smeulders 21 212 0 04 Dec 2018
SUSiNet: See, Understand and Summarize it Petros Koutras Petros Maragos 22 24 0 03 Dec 2018
MAN: Moment Alignment Network for Natural Language Moment Retrieval via Iterative Graph Adjustment Da Zhang Xiyang Dai Xin Eric Wang Yuan-fang Wang L. Davis 15 304 0 30 Nov 2018
Graph-Based Global Reasoning Networks Yunpeng Chen Marcus Rohrbach Zhicheng Yan Shuicheng Yan Jiashi Feng Yannis Kalantidis GNN NAI 268 457 0 30 Nov 2018
Evolving Space-Time Neural Architectures for Videos A. Piergiovanni A. Angelova Alexander Toshev Michael S. Ryoo 34 57 0 26 Nov 2018
Stacked Spatio-Temporal Graph Convolutional Networks for Action Segmentation P. Ghosh Yi Yao L. Davis Ajay Divakaran 35 81 0 26 Nov 2018
RGB-D Based Action Recognition with Light-weight 3D Convolutional Networks Haokui Zhang Ying Li Peng Wang Yu Liu Chunhua Shen 3DPC 19 9 0 24 Nov 2018
Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications Jongsoo Park Maxim Naumov Protonu Basu Summer Deng Aravind Kalaiah ... Lin Qiao Vijay Rao Nadav Rotem S. Yoo M. Smelyanskiy FedML GNN BDL 20 186 0 24 Nov 2018
MAC: Mining Activity Concepts for Language-based Temporal Localization Runzhou Ge J. Gao Kan Chen Ram Nevatia 27 177 0 21 Nov 2018
TSM: Temporal Shift Module for Efficient Video Understanding Ji Lin Chuang Gan Song Han 47 1,671 0 20 Nov 2018
Higher-order Network for Action Recognition Jie Shao Xiangyang Xue 19 0 0 19 Nov 2018
Multi-scale 3D Convolution Network for Video Based Person Re-Identification Jianing Li Shiliang Zhang Tiejun Huang 3DPC 25 163 0 19 Nov 2018
Segregated Temporal Assembly Recurrent Networks for Weakly Supervised Multiple Action Detection Yunlu Xu Chengwei Zhang Zhanzhan Cheng Jianwen Xie Yi Niu Shiliang Pu Fei Wu 38 80 0 19 Nov 2018
Recurrent Convolutions for Causal 3D CNNs Gurkirt Singh Fabio Cuzzolin 3DPC 19 0 0 17 Nov 2018
StNet: Local and Global Spatial-Temporal Modeling for Action Recognition Dongliang He Zhichao Zhou Chuang Gan Fu Li Xiao-Chang Liu Yandong Li Limin Wang Shilei Wen 36 133 0 05 Nov 2018
$A^2$ -Nets: Double Attention Networks Yunpeng Chen Yannis Kalantidis Jianshu Li Shuicheng Yan Jiashi Feng 35 529 0 27 Oct 2018
Spatiotemporal CNNs for Pornography Detection in Videos Murilo Varges da Silva A. Marana 8 18 0 24 Oct 2018
Learning with privileged information via adversarial discriminative modality distillation Nuno C. Garcia Pietro Morerio Vittorio Murino 27 67 0 19 Oct 2018
Morph: Flexible Acceleration for 3D CNN-based Video Understanding Kartik Hegde R. Agrawal Yulun Yao Christopher W. Fletcher 30 71 0 16 Oct 2018
Towards High Resolution Video Generation with Progressive Growing of Sliced Wasserstein GANs Dinesh Acharya Zhiwu Huang D. Paudel Luc Van Gool GAN 11 68 0 04 Oct 2018