Segmentation Consistency Training: Out-of-Distribution Generalization for Medical Image Segmentation. - Birk Torpmann-Hagen; Vajira Thambawita; Michael A. Riegler; Pål Halvorsen; Kyrre Glette (ISM, 2022)

Addressing Generalization Failure in Deep Detection Models for Fishing Trawler Video Analytics. - Birk Torpmann-Hagen; Pål Halvorsen; Michael Riegler 001; Dag Johansen (MediaEval, 2022)

A Robust Framework for Distributional Shift Detection Under Sample-Bias. - Birk Torpmann-Hagen; Michael A. Riegler; Pål Halvorsen; Dag Johansen (IEEE Access, 2024)

Runtime Verification for Deep Learning Systems. - Birk Torpmann-Hagen; Michael A. Riegler; Pål Halvorsen; Dag Johansen (ENASE, 2025)

Runtime Verification for Visual Deep Learning Systems With Loss Prediction. - Birk Torpmann-Hagen; Michael A. Riegler; Pål Halvorsen; Dag Johansen (IEEE Access, 2025)