A detector-guided adversarial diffusion attacker synthesizes polyp-like false positives that, when added to training data, improve polyp detector F1 by up to 3.9 percentage points.
Colorectal cancer: a review.Int J Res Med Sci, 5(11):4667, 2017
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Targeted False Positive Synthesis via Detector-guided Adversarial Diffusion Attacker for Robust Polyp Detection
A detector-guided adversarial diffusion attacker synthesizes polyp-like false positives that, when added to training data, improve polyp detector F1 by up to 3.9 percentage points.