Author

Kousik Dasgupta

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Jul 2026

Explainable and Resource-Efficient Spatial Reasoning in Multimodal LLMs for Decision-Critical Applications

ByDeWay-V2 is proposed, which integrates explicit spatial relational context alongside depth cues, expressed as human-readable predicates that serve as auditable evidence for downstream decision support, showing the framework's suitability for resource-constrained, real-time decision-support settings.

Piyush Jain, Kousik Dasgupta, Rajarshi Roy et al. · arXiv.org · 0 citations