Shuntaro Suzuki

Learning a null-space prior on subject-specific cortical geometry unlocks accurate, non-invasive brain source imaging without requiring empirical ground truth.

ELSA outperforms existing metrics by aligning audio evaluations with human judgments at the level of individual acoustic events, transforming TTA assessment.

Achieve 3x faster video captioning without sacrificing accuracy by swapping quadratic attention for a linear Mamba backbone and hierarchical bidirectional scanning.