Hierarchical Gaussian Processes with Wasserstein-2 Kernels. - Sebastian Popescu; David J. Sharp; James H. Cole; Ben Glocker (CoRR, 2020)

Distributional Gaussian Process Layers for Outlier Detection in Image Segmentation. - Sebastian G. Popescu; David J. Sharp; James H. Cole; Konstantinos Kamnitsas; Ben Glocker (IPMI, 2021)

Distributional Gaussian Processes Layers for Out-of-Distribution Detection. - Sebastian G. Popescu; David J. Sharp; James H. Cole; Konstantinos Kamnitsas; Ben Glocker (CoRR, 2022)

NECO: NEural Collapse Based Out-of-distribution detection. - Mouïn Ben Ammar; Nacim Belkhir; Sebastian Popescu; Antoine Manzanera; Gianni Franchi (ICLR, 2024)