2 papers
cs.LG2026
FoMo X: Modular Explainability Signals for Outlier Detection Foundation Models
Simon Klüttermann, Tim Katzke, Phuong Huong Nguyen +1
Tabular foundation models, specifically Prior-Data Fitted Networks (PFNs), have revolutionized outlier detection (OD) by enabling unsupervised zero-shot adaptation to new datasets…
eess.IV2025
Distributional Drift Detection in Medical Imaging with Sketching and Fine-Tuned Transformer
Yusen Wu, Phuong Nguyen, Rose Yesha +1
Distributional drift detection is important in medical applications as it helps ensure the accuracy and reliability of models by identifying changes in the underlying data distribu…