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EvolvingAvatar: Interactive 3D Head Generation That Adapts as Conversations Unfoldarxiv.org

EvolvingAvatar is a novel 3D head generation model that adapts to ongoing conversations using test-time training and a self-supervised dyadic context prediction objective. It improves conversational motion statistics by learning from user audiovisual input during interaction, reducing expression mismatch by up to 11.1%.