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Achieving state-of-the-art localization in 3D visual grounding by strictly aligning text with temporally ordered observations reveals the critical role of precise memory management and spatial-linguistic reasoning.
InterFormer tackles the "interaction illusion" in egocentric hand-object parsing, achieving state-of-the-art results by explicitly modeling hand-object co-occurrence and spatial dynamics.
