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Over 1,500 submissions revealed stark differences in model performance across diverse domains, highlighting the challenges of generalizing egocentric video understanding.
PhysFlow achieves unprecedented robustness in rPPG estimation by decoupling signal components, outperforming existing methods even in the most challenging conditions.
RankVR achieves a significant leap in Composed Image Retrieval by effectively managing noisy data, outperforming state-of-the-art methods in challenging scenarios.