Domain Adaptation and Generalization on Functional Medical Images: A Systematic Survey

no code implementations • 4 Dec 2022 • Gita Sarafraz, Armin Behnamnia, Mehran Hosseinzadeh, Ali Balapour, Amin Meghrazi, Hamid R. Rabiee

This paper provides the first systematic review of DG and DA on functional brain signals to fill the gap of the absence of a comprehensive study in this era.

Domain Generalization

Semi-supervised Batch Learning From Logged Data

no code implementations • 15 Sep 2022 • Gholamali Aminian, Armin Behnamnia, Roberto Vega, Laura Toni, Chengchun Shi, Hamid R. Rabiee, Omar Rivasplata, Miguel R. D. Rodrigues

We propose learning methods for problems where feedback is missing for some samples, so there are samples with feedback and samples missing-feedback in the logged data.

counterfactual