HadamardNet applies Hadamard-coded outputs to segmentation and detection, with a novel projection-based decoder that supplies inconsistency measures for SOTA perturbation detection while preserving clean-data performance.
arXiv:2408.10021 (Aug 2024)
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Adversarial Attack and Disturbance Detection by Hadamard-Coded Output Representations for Object Detection and Semantic Segmentation
HadamardNet applies Hadamard-coded outputs to segmentation and detection, with a novel projection-based decoder that supplies inconsistency measures for SOTA perturbation detection while preserving clean-data performance.