Toward Real-Time VLAs: Stage-Aware Two-Step Flow Denoising and System-Level Evaluation
Combining two-step denoising with representative execution methods substantially reduces inference cost with a small reduction in task performance, motivating joint optimization of model-inference efficiency and robot-system timing.
Di Wu, Rong-Tian Shen, Ping Liu et al.
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