Min-Jun Kim

DAWN: Noise-Robust Quadruped Parkour via Depth-Denoising World Models

Vision-based legged locomotion methods assume clean depth at training time and rely on hand-tuned post-processing filters at deployment. However, filter parameters are rarely disclosed, hindering reproducibility, and performance degrades substantially when depth noise is left unaddressed. Building noise robustness dire...