Space-time Mixing Attention for Video Transformer

Space-time Mixing Attention for Video Transformer

10 June 2021

Juan-Manuel Perez-Rua

Swathikiran Sudhakaran

Brais Martínez

Georgios Tzimiropoulos

Papers citing "Space-time Mixing Attention for Video Transformer"

16 / 16 papers shown

Title
SRVP: Strong Recollection Video Prediction Model Using Attention-Based Spatiotemporal Correlation Fusion Yuseon Kim Kyongseok Park 27 0 0 10 Apr 2025
Principles of Visual Tokens for Efficient Video Understanding Xinyue Hao Gen Li Shreyank N. Gowda Robert B Fisher Jonathan Huang Anurag Arnab Laura Sevilla-Lara 73 0 0 20 Nov 2024
Collaboratively Self-supervised Video Representation Learning for Action Recognition Jie M. Zhang Zhifan Wan Lanqing Hu Stephen Lin Shuzhe Wu Shiguang Shan TTA 52 0 0 15 Jan 2024
Learning Human Action Recognition Representations Without Real Humans Howard Zhong Samarth Mishra Donghyun Kim SouYoung Jin Rameswar Panda Hildegard Kuehne Leonid Karlinsky Venkatesh Saligrama Aude Oliva Rogerio Feris 24 3 0 10 Nov 2023
Efficient Video Action Detection with Token Dropout and Context Refinement Lei Chen Zhan Tong Yibing Song Gangshan Wu Limin Wang 18 14 0 17 Apr 2023
Time Is MattEr: Temporal Self-supervision for Video Transformers Sukmin Yun Jaehyung Kim Dongyoon Han Hwanjun Song Jung-Woo Ha Jinwoo Shin ViT 13 12 0 19 Jul 2022
UniFormer: Unifying Convolution and Self-attention for Visual Recognition Kunchang Li Yali Wang Junhao Zhang Peng Gao Guanglu Song Yu Liu Hongsheng Li Yu Qiao ViT 139 360 0 24 Jan 2022
Video Transformers: A Survey Javier Selva A. S. Johansen Sergio Escalera Kamal Nasrollahi T. Moeslund Albert Clapés ViT 20 101 0 16 Jan 2022
UniFormer: Unified Transformer for Efficient Spatiotemporal Representation Learning Kunchang Li Yali Wang Peng Gao Guanglu Song Yu Liu Hongsheng Li Yu Qiao ViT 12 235 0 12 Jan 2022
DualFormer: Local-Global Stratified Transformer for Efficient Video Recognition Yuxuan Liang Pan Zhou Roger Zimmermann Shuicheng Yan ViT 11 21 0 09 Dec 2021
PhysFormer: Facial Video-based Physiological Measurement with Temporal Difference Transformer Zitong Yu Yuming Shen Jingang Shi Hengshuang Zhao Philip H. S. Torr Guoying Zhao ViT MedIm 123 162 0 23 Nov 2021
EAN: Event Adaptive Network for Enhanced Action Recognition Yuan Tian Yichao Yan Guangtao Zhai G. Guo Zhiyong Gao 27 40 0 22 Jul 2021
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 278 1,939 0 09 Feb 2021
Bottleneck Transformers for Visual Recognition A. Srinivas Tsung-Yi Lin Niki Parmar Jonathon Shlens Pieter Abbeel Ashish Vaswani SLR 265 955 0 27 Jan 2021
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 249 1,982 0 28 Jul 2020
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