Yongmin Seo

Generalist Multi-Class Anomaly Detection via Distillation to Two Heterogeneous Student Networks

2025 · arXiv (Cornell University)

Anomaly detection (AD) plays an important role in various real-world applications. Recent advancements in AD, however, are often biased towards industrial inspection, struggle to generalize to broader tasks like semantic anomaly detection and vice versa. …