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National Tsing Hua University
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VLA models fail not by ignoring instructions, but by misbinding them to incorrect action trajectories, a problem solved by training with counterfactually paired demonstrations.
MemTree3D slashes the computational cost of 3D question answering, boosting performance while avoiding the inefficiencies of traditional visual search methods.
