ChannelTok: Efficient Flexible-Length Vision Tokenization

Sukriti Paul, Arpit Bansal, Tom Goldstein

Leading flexible vision tokenizers achieve SOTA quality at an extreme cost, relying on parameter-heavy backbones and slow, multi-step generative decoders. We depart from this compl…