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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Ryo Ishii

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Book Open access Oct 2026

Self-Distillation as a Structure-Dependent Mechanism in Multimodal Dialogue via Multi-Context Modeling

Multimodal dialogue understanding requires integrating heterogeneous signals such as language, audio, and visual cues while capturing complex contextual dynamics in multi-party interactions. Although recent models achieve strong performance, they typically rely on unified representations and treat self-distillation as...

Ryo Ishii, Chihiro Takayama, Jiro Nagao et al. · 0 citations

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