VISTA wins first place on the Ego4D Short-Term Object Interaction Anticipation challenge by combining spatial object proposals with temporal context via feature modulation and ROI fusion, followed by ensembling.
Intention-guided cognitive reason- ing for egocentric long-term action anticipation
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VISTA: Technical Report for the Ego4D Short-Term Object Interaction Anticipation at EgoVis 2026
VISTA wins first place on the Ego4D Short-Term Object Interaction Anticipation challenge by combining spatial object proposals with temporal context via feature modulation and ROI fusion, followed by ensembling.