Author

Hugh Mee Wong

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#computer vision Preprint Sep 2026

From Vision to Language: Investigating Causal Information Flow in Multimodal Decision-Making

This work investigates cross-modal information flow in a video-based generative multiple-choice-like setting by applying a layer-wise causal intervention on video-text attention pathways and identifies a distinct pattern in temporal reasoning.

Davide Testa, Hugh Mee Wong, Alessandro Lenci et al. · 0 citations

Preprint Aug 2026

Investigating Multimodal Informativity under Different Partner Visibility Conditions in Video-Mediated Dialogue

The results show that gesture alone is predictive of the intended referent and that multimodal fusion is most beneficial when the transcript-based model is uncertain, and that training-only alignment of learned representations with the referent image further improves the fusion model performance.

E. Ghaleb, Hugh Mee Wong, Kristina Kobrock · 1 citation