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Van Vung Pham

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Preprint Oct 2026

Task-Sensitive Geometry of Representation Transfer for Object Detection under Image Degradation

Object detection under image degradation can benefit from clean-image supervision, but aggregate gains do not imply that transferred representation changes are uniformly useful. We study how clean task knowledge affects degraded-image representations and whether local responses to structured representation directions c...

Van Vung Pham · 0 citations

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