IEEE

Robust PCB Anomaly Detection Using Aligned Design Information

Abstract: Printed circuit board (PCB) is a critical component in modern electronic products, and ensuring its high quality is essential for optimal device functioning. Unsupervised learning-based ...
IEEE

Improved PCA Reconstruction-Based Unsupervised Anomaly Detection in Uncontrolled Structural Health Monitoring With Correntropy

Abstract: Guided wave-based structural health monitoring is extensively utilized in various industrial applications to ensure the integrity of components within industrial systems. Among these ...
C&EN

Efficient Detection of Antibiotics in Water by a Macrocyclic Metal–Organic Framework with Different Response Modes

School of Chemical and Environmental Engineering, Anhui Polytechnic University, Wuhu, Anhui 241000, P.R. China Anhui Key Laboratory of Clean Energy Materials and Chemistry for Sustainable Conversion ...
GitHub

Unsupervised Anomaly Detection in Multivariate Time Series across Heterogeneous Domains

The widespread adoption of digital services, along with the scale and complexity at which they operate, has made incidents in IT operations increasingly more likely, diverse, and impactful. This has ...
GitHub

[ICML2025] Official Implementation of CostFilter-AD: Enhancing Anomaly Detection through Matching Cost Filtering

then you can perform global matching (e.g., cosine similarity) or local matching (e.g., L2 loss) to obtain the matching results (referred to as the cost volume in this paper). These results can be ...