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Drexel University, Washington University, Equal contribution. Erdong was a visiting research intern at Drexel University during this work
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By explicitly modeling joint mechanics with language-aligned tokens, BioGait-VLM prevents gait analysis models from overfitting to visual shortcuts and unlocks improved generalization and interpretability.