2026
Linear Mechanisms for Spatiotemporal Reasoning in Vision Language Models
ICLR 2026poster
Spatio-temporal reasoning is a remarkable capability of Vision Language Models (VLMs), but the underlying mechanisms of such abilities remain largely opaque. We postulate that visual/geometrical and textual representations of spatial structure must be combined at some point in VLM computations. We s…