AdaTok: Self-Budgeting Image Tokenization with Quality-Preserving Dynamic Tokens

Xiaocheng Lu, Yuxi Chen, Jie Zhang +5

Image tokenizers, from 2D grids to recent 1D sequences, typically encode every image with the same fixed number of tokens. Yet visual complexity is highly heterogeneous, so a unifo…