Addressing Representation Collapse in Vector Quantized Models with One Linear Layer

4 November 2024

Papers citing "Addressing Representation Collapse in Vector Quantized Models with One Linear Layer"

4 / 4 papers shown

Title
Universal Item Tokenization for Transferable Generative Recommendation Bowen Zheng Hongyu Lu Yu Chen Wayne Xin Zhao Zhicheng Dou 36 0 0 06 Apr 2025
Robust Latent Matters: Boosting Image Generation with Sampling Error Synthesis Kai Qiu Xianrui Li Jason Kuen Hongyu Chen Xiaohao Xu Jiuxiang Gu Yinyi Luo Bhiksha Raj Zhe-nan Lin Marios Savvides 62 0 0 11 Mar 2025
Vector-Quantized Vision Foundation Models for Object-Centric Learning Rongzhen Zhao V. Wang Arno Solin Joni Pajarinen OCL VLM 209 0 0 27 Feb 2025
SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer Hongyu Chen Zihan Wang Xianrui Li Xingwu Sun Fangyi Chen Jiang Liu Jiadong Wang Bhiksha Raj Zicheng Liu Emad Barsoum VLM 114 6 0 14 Dec 2024