TokenLearner: What Can 8 Learned Tokens Do for Images and Videos?

21 June 2021

Papers citing "TokenLearner: What Can 8 Learned Tokens Do for Images and Videos?"

27 / 27 papers shown

Title
Back to Fundamentals: Low-Level Visual Features Guided Progressive Token Pruning Yuanbing Ouyang Yizhuo Liang Qingpeng Li Xinfei Guo Yiming Luo Di Wu Hao Wang Yushan Pan ViT VLM 62 0 0 25 Apr 2025
MaskGaussian: Adaptive 3D Gaussian Representation from Probabilistic Masks Yifei Liu Zhihang Zhong Yifan Zhan Sheng Xu Xiao Sun 3DGS 49 3 0 29 Dec 2024
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 68 0 0 20 Nov 2024
Situational Scene Graph for Structured Human-centric Situation Understanding Chinthani Sugandhika Chen Li Deepu Rajan Basura Fernando 45 1 0 30 Oct 2024
Token Turing Machines are Efficient Vision Models Purvish Jajal Nick Eliopoulos Benjamin Shiue-Hal Chou George K. Thiravathukal James C. Davis Yung-Hsiang Lu 67 0 0 11 Sep 2024
Mamba-in-Mamba: Centralized Mamba-Cross-Scan in Tokenized Mamba Model for Hyperspectral Image Classification Weilian Zhou Sei-ichiro Kamata Haipeng Wang Man-Sing Wong Huiying H. Hou Mamba 27 29 0 20 May 2024
What Can Simple Arithmetic Operations Do for Temporal Modeling? Wenhao Wu Yuxin Song Zhun Sun Jingdong Wang Chang Xu Wanli Ouyang 33 8 0 18 Jul 2023
How can objects help action recognition? Xingyi Zhou Anurag Arnab Chen Sun Cordelia Schmid 19 14 0 20 Jun 2023
FIT: Far-reaching Interleaved Transformers Ting-Li Chen Lala Li 19 12 0 22 May 2023
DOAD: Decoupled One Stage Action Detection Network Shuning Chang Pichao Wang Fan Wang Jiashi Feng Mike Zheng Show 8 4 0 01 Apr 2023
Open-World Object Manipulation using Pre-trained Vision-Language Models Austin Stone Ted Xiao Yao Lu K. Gopalakrishnan Kuang-Huei Lee ... Sean Kirmani Brianna Zitkovich F. Xia Chelsea Finn Karol Hausman LM&Ro 139 144 0 02 Mar 2023
Hilbert Distillation for Cross-Dimensionality Networks Dian Qin Haishuai Wang Zhe Liu Hongjia Xu Sheng Zhou Jiajun Bu 8 4 0 08 Nov 2022
Toward 3D Spatial Reasoning for Human-like Text-based Visual Question Answering Hao Li Jinfa Huang Peng Jin Guoli Song Qi Wu Jie Chen 24 20 0 21 Sep 2022
Topic Detection in Continuous Sign Language Videos Álvaro Budria Laia Tarrés Gerard I. Gállego Francesc Moreno-Noguer Jordi Torres Xavier Giró-i-Nieto SLR VLM 22 1 0 01 Sep 2022
Domain Shift-oriented Machine Anomalous Sound Detection Model Based on Self-Supervised Learning Jinghao Yan Xin Wang Qin Wang Qin Qin Huan Li Pengyi Ye Yue-ping He Jing Zeng 13 1 0 31 Aug 2022
Revisiting Classifier: Transferring Vision-Language Models for Video Recognition Wenhao Wu Zhun Sun Wanli Ouyang VLM 87 93 0 04 Jul 2022
Masked Feature Prediction for Self-Supervised Visual Pre-Training Chen Wei Haoqi Fan Saining Xie Chaoxia Wu Alan Yuille Christoph Feichtenhofer ViT 23 651 0 16 Dec 2021
Self-supervised Video Transformer Kanchana Ranasinghe Muzammal Naseer Salman Khan F. Khan Michael S. Ryoo ViT 16 84 0 02 Dec 2021
Video-Text Pre-training with Learned Regions Rui Yan Mike Zheng Shou Yixiao Ge Alex Jinpeng Wang Xudong Lin Guanyu Cai Jinhui Tang 12 23 0 02 Dec 2021
Swin Transformer V2: Scaling Up Capacity and Resolution Ze Liu Han Hu Yutong Lin Zhuliang Yao Zhenda Xie ... Yue Cao Zheng-Wei Zhang Li Dong Furu Wei B. Guo ViT 16 1,713 0 18 Nov 2021
SCENIC: A JAX Library for Computer Vision Research and Beyond Mostafa Dehghani A. Gritsenko Anurag Arnab Matthias Minderer Yi Tay 38 67 0 18 Oct 2021
Exploring the Limits of Large Scale Pre-training Samira Abnar Mostafa Dehghani Behnam Neyshabur Hanie Sedghi AI4CE 27 114 0 05 Oct 2021
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 239 2,554 0 04 May 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 263 3,538 0 24 Feb 2021
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 275 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 262 955 0 27 Jan 2021
ECO: Efficient Convolutional Network for Online Video Understanding Mohammadreza Zolfaghari Kamaljeet Singh Thomas Brox 116 495 0 24 Apr 2018