Dynamic and Compressive Adaptation of Transformers From Images to Videos

13 August 2024

Limin Wang

Papers citing "Dynamic and Compressive Adaptation of Transformers From Images to Videos"

20 / 20 papers shown

Title
VideoEval: Comprehensive Benchmark Suite for Low-Cost Evaluation of Video Foundation Model Xinhao Li Zhenpeng Huang Jing Wang Kunchang Li Limin Wang 37 5 0 09 Jul 2024
AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation Yuhan Zhu Yuyang Ji Zhiyu Zhao Gangshan Wu Limin Wang VLM 69 7 0 05 Jul 2024
Prune Spatio-temporal Tokens by Semantic-aware Temporal Accumulation Shuangrui Ding Peisen Zhao Xiaopeng Zhang Rui Qian H. Xiong Qi Tian ViT 54 16 0 08 Aug 2023
What Can Simple Arithmetic Operations Do for Temporal Modeling? Wenhao Wu Yuxin Song Zhun Sun Jingdong Wang Chang Xu Wanli Ouyang 55 8 0 18 Jul 2023
Token Merging: Your ViT But Faster Daniel Bolya Cheng-Yang Fu Xiaoliang Dai Peizhao Zhang Christoph Feichtenhofer Judy Hoffman MoMe 78 446 0 17 Oct 2022
Expanding Language-Image Pretrained Models for General Video Recognition Bolin Ni Houwen Peng Minghao Chen Songyang Zhang Gaofeng Meng Jianlong Fu Shiming Xiang Haibin Ling VLM CLIP ViT 89 319 0 04 Aug 2022
ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning Junting Pan Ziyi Lin Xiatian Zhu Jing Shao Hongsheng Li 57 200 0 27 Jun 2022
Prompting Visual-Language Models for Efficient Video Understanding Chen Ju Tengda Han Kunhao Zheng Ya Zhang Weidi Xie VPVLM VLM 59 371 0 08 Dec 2021
Not All Images are Worth 16x16 Words: Dynamic Transformers for Efficient Image Recognition Yulin Wang Rui Huang S. Song Zeyi Huang Gao Huang ViT 64 189 0 31 May 2021
Multiscale Vision Transformers Haoqi Fan Bo Xiong K. Mangalam Yanghao Li Zhicheng Yan Jitendra Malik Christoph Feichtenhofer ViT 125 1,248 0 22 Apr 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 767 28,659 0 26 Feb 2021
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 345 2,016 0 09 Feb 2021
TDN: Temporal Difference Networks for Efficient Action Recognition Limin Wang Zhan Tong Bin Ji Gangshan Wu 69 395 0 18 Dec 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 464 40,217 0 22 Oct 2020
MotionSqueeze: Neural Motion Feature Learning for Video Understanding Heeseung Kwon Manjin Kim Suha Kwak Minsu Cho FAtt 71 128 0 20 Jul 2020
TEA: Temporal Excitation and Aggregation for Action Recognition Yan-Ran Li Bin Ji Xintian Shi Jianguo Zhang Bin Kang Limin Wang ViT 80 441 0 03 Apr 2020
TEINet: Towards an Efficient Architecture for Video Recognition Zhaoyang Liu Donghao Luo Yabiao Wang Limin Wang Ying Tai Chengjie Wang Jilin Li Feiyue Huang Tong Lu ViT 74 237 0 21 Nov 2019
STM: SpatioTemporal and Motion Encoding for Action Recognition Boyuan Jiang Mengmeng Wang Weihao Gan Wei Wu Junjie Yan 73 381 0 07 Aug 2019
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset João Carreira Andrew Zisserman 212 7,961 0 22 May 2017
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 316 10,412 0 21 Jul 2016