Zhengda Shen

Anomaly-Related Residual Fields for Cross-domain Anomaly Detection

Label-free image anomaly detection is difficult because anomalies must be separated from intra-normal variability. Diffusion models learn a manifold for normal data, and, under the common assumption that off-manifold anomalies are harder to generate and yield larger prediction errors, many methods b