AIBullisharXiv – CS AI · 14h ago7/10
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Mind-Omni: A Unified Multi-Task Framework for Brain-Vision-Language Modeling via Discrete Diffusion
Researchers introduce Mind-Omni, a unified framework that consolidates seven brain-computer interface tasks through discrete diffusion modeling, using a novel Brain Tokenizer to convert continuous neural signals into standardized tokens. The multi-task approach demonstrates competitive or superior performance compared to specialized models while enabling cross-modal interactions between brain, vision, and language data.