Transformers in Action Recognition: A Review on Temporal Modeling

Transformers in Action Recognition: A Review on Temporal Modeling

29 December 2022

Elham Shabaninia

Hossein Nezamabadi-pour

Fatemeh Shafizadegan

Papers citing "Transformers in Action Recognition: A Review on Temporal Modeling"

17 / 17 papers shown

Title
STAR: Sparse Transformer-based Action Recognition Feng Shi Chonghan Lee Liang Qiu Yizhou Zhao Tianyi Shen Shivran Muralidhar Tian Han Song-Chun Zhu V. Narayanan ViT 10 21 0 15 Jul 2021
Regional Attention with Architecture-Rebuilt 3D Network for RGB-D Gesture Recognition Benjia Zhou Yunan Li Jun Wan 3DH 16 20 0 10 Feb 2021
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 272 1,939 0 09 Feb 2021
Video Transformer Network Daniel Neimark Omri Bar Maya Zohar Dotan Asselmann ViT 188 375 0 01 Feb 2021
Trear: Transformer-based RGB-D Egocentric Action Recognition Xiangyu Li Yonghong Hou Pichao Wang Zhimin Gao Mingliang Xu Wanqing Li ViT 166 88 0 05 Jan 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir F. Khan M. Shah ViT 216 2,404 0 04 Jan 2021
CNN+RNN Depth and Skeleton based Dynamic Hand Gesture Recognition K. Lai Svetlana Yanushkevich SLR HAI 14 70 0 22 Jul 2020
Temporal Extension Module for Skeleton-Based Action Recognition Yuya Obinata Takuma Yamamoto 14 32 0 19 Mar 2020
BERT-of-Theseus: Compressing BERT by Progressive Module Replacing Canwen Xu Wangchunshu Zhou Tao Ge Furu Wei Ming Zhou 210 196 0 07 Feb 2020
Vertex Feature Encoding and Hierarchical Temporal Modeling in a Spatial-Temporal Graph Convolutional Network for Action Recognition Konstantinos Papadopoulos Enjie Ghorbel Djamila Aouada Björn E. Ottersten GNN 85 42 0 20 Dec 2019
Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT Sheng Shen Zhen Dong Jiayu Ye Linjian Ma Z. Yao A. Gholami Michael W. Mahoney Kurt Keutzer MQ 214 505 0 12 Sep 2019
Depth Pooling Based Large-scale 3D Action Recognition with Convolutional Neural Networks Pichao Wang W. Li Zhimin Gao Chang-Fu Tang P. Ogunbona 3DV 95 137 0 17 Mar 2018
Skeleton-based Action Recognition Using LSTM and CNN Chuankun Li Pichao Wang Shuang Wang Yonghong Hou W. Li HAI 23 162 0 06 Jul 2017
Scene Flow to Action Map: A New Representation for RGB-D based Action Recognition with Convolutional Neural Networks Pichao Wang W. Li Zhimin Gao Yuyao Zhang Chang-Fu Tang P. Ogunbona 3DPC 159 131 0 28 Feb 2017
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 261 10,106 0 16 Nov 2016
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 124 7,284 0 05 Jun 2015
Learning Human Activities and Object Affordances from RGB-D Videos H. Koppula Rudhir Gupta Ashutosh Saxena 83 723 0 04 Oct 2012