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Seungyeon Yoo

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Distilling Privileged Control Barrier Functions into RGB-Only Safety Filters for Dynamic Visual Navigation

Seungyeon Yoo, Gawon Lee, Seungwoo Jung وآخرون · 2026

RGB-only end-to-end visual navigation policies remain vulnerable to collisions in real-world dynamic environments, motivating a dedicated safety layer. Existing visual Control Barrier Function (CBF) approaches seek to provide safety from RGB observations, but often rely on real-time rendering or explicit scene reconstr …

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