2025
Odd-One-Out: Anomaly Detection by Comparing with Neighbors
CVPR 2025poster
This paper introduces a novel anomaly detection (AD) problem aimed at identifying `odd-looking' objects within a scene by comparing them to other objects present. Unlike traditional AD benchmarks with fixed anomaly criteria, our task detects anomalies specific to each scene by inferring a reference…