Hu-Jun Yin

InsightMap: Structured Spatial Modeling for Embodied Multimodal Reasoning

Language-guided navigation requires connecting partial observations to a persistent spatial reference and learning how actions change that representation. We introduce InsightMap, a framework that uses top-down maps as both explicit spatial memory and action-conditioned prediction targets. Historical views are linked t...