On the Role of Discrete Tokenization in Visual Representation Learning

On the Role of Discrete Tokenization in Visual Representation Learning

12 July 2024

Yisen Wang

Papers citing "On the Role of Discrete Tokenization in Visual Representation Learning"

9 / 9 papers shown

Title
VTD-CLIP: Video-to-Text Discretization via Prompting CLIP Wencheng Zhu Yuexin Wang Hongxuan Li Pengfei Zhu Q. Hu CLIP 48 0 0 24 Mar 2025
Projection Head is Secretly an Information Bottleneck Zhuo Ouyang Kaiwen Hu Qi Zhang Yifei Wang Yisen Wang 37 0 0 01 Mar 2025
Idempotent Unsupervised Representation Learning for Skeleton-Based Action Recognition Lilang Lin Lehong Wu Jiahang Zhang Jiaying Liu 25 0 0 27 Oct 2024
DM-Codec: Distilling Multimodal Representations for Speech Tokenization Md Mubtasim Ahasan Md Fahim Tasnim Mohiuddin A K M Mahbubur Rahman Aman Chadha Tariq Iqbal M. A. Amin Md. Mofijul Islam Amin Ahsan Ali 18 0 0 19 Oct 2024
Neural Slot Interpreters: Grounding Object Semantics in Emergent Slot Representations Bhishma Dedhia N. Jha OCL 46 1 0 02 Feb 2024
Towards a Unified Theoretical Understanding of Non-contrastive Learning via Rank Differential Mechanism Zhijian Zhuo Yifei Wang Jinwen Ma Yisen Wang 41 24 0 04 Mar 2023
Exploring Target Representations for Masked Autoencoders Xingbin Liu Jinghao Zhou Tao Kong Xianming Lin Rongrong Ji 79 49 0 08 Sep 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,337 0 11 Nov 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 283 5,723 0 29 Apr 2021