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.
Colon polyp detection and segmentation based on improved mrcnn.IEEE Transactions on Instrumentation and Measurement, 70:1–10, 2020
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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.