Preprint
Aug 2026
GLaQ: Grounding Latent Queries in Visual Evidence for Multimodal Reasoning
GLaQ, a grounded latent-query framework that replaces sequential latent rollout with a fixed set of context-conditioned queries grounded in the original visual tokens, is introduced, suggesting that direct query-to-image grounding can recover localized evidence from the full image without external visual operations or autoregressive latent rollouts.
Zesheng Yang, Lingling Zhang, Xinyu Zhang et al.
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