Yan-Ting Miao

Token-Disentangled Latent Test-Time Scaling for Vision-Language Reasoning

Latent test-time scaling improves reasoning by refining hidden states during inference, but existing methods typically apply a single scalar reward to all editable latent tokens. For multimodal large language models, this global update ignores that generated tokens play different roles: some are sensitive to visual evi...