Yu Xin

Thinking outside the frame: viewpoint-aware spatial reasoning in large multimodal models

This work proposes a lightweight viewpoint-aware self-correction strategy with low token overhead that serves as an inductive signal, sensitizing the model to frame-of-reference changes and guiding a corresponding shift in its reasoning trajectory.