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DeltaDirect

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Official implementation of "Which Way Did It Move? Diagnosing and Overcoming Directional Motion Blindness in Video-LLMs"

A study on how Video-LLMs perceive and reason about motion direction in videos. We probe where directional information lives inside the model, and introduce lightweight modules that strengthen direction-sensitive representations without retraining the backbone.

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arXiv:2605.22823

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Official implementation of "Which Way Did It Move?" (code coming soon)

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