MixTok: Adaptive Visual Tokenization with Global 1D Tokens and Sparse 2D Refinement

Chenge Li, Yefei He, Xinyu Liu +3

Efficient visual tokenization requires balancing representation compactness with the preservation of fine-grained image content. Conventional grid-based tokenizers allocate tokens…