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#natural language process... Preprint Oct 2026

Multimodal Co-Generation With Continuous Bitstream Diffusion

We show that continuous bitstream diffusion (CoBit), originally developed for language modeling, provides a unified framework for joint and conditional multimodal generation using the same training and sampling protocol. Across image-text, speech-text and protein sequence-structure modeling, models are trained separate...

Georgios Batzolis, Georgios Kontos, Bruno Trentini et al. · 0 citations

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