2 papers
cs.CV2026
Testing concept-level audits of melanoma classifiers with diffusion counterfactuals and matched positive controls
Md. Shohanoor Rahman, Md Shohanoor Rahman, Md Hasibul Islam +6
Concept-based explanations of melanoma classifiers are rarely tested against controls with known targets. We built a counterfactual audit from a diffusion model conditioned on seve…
cs.CV2026
CRaFT-XDet: Causal and Robust Fusion Transformer for Dual-Energy X-ray Prohibited Item Detection
Moinul Hossain, Munshaibur Rahman Mahin, Taskin Khaleque +3
Automated prohibited item detection in X-ray security imagery is fundamentally constrained by severe object overlap, scanner-dependent domain shifts, and spurious correlations indu…