Amirhossein Ahmadian

Publications

2025

Amirhossein Ahmadian (2025) Handling Novel and Out-Of-Distribution Data in Deep Learning: OOD Detection and Shortcut Mitigation

2024

Amirhossein Ahmadian, Yifan Ding, Gabriel Eilertsen, Fredrik Lindsten (2024) Unsupervised Novelty Detection in Pretrained Representation Space with Locally Adapted Likelihood Ratio International Conference on Artificial Intelligence and Statistics 2024, Proceedings of Machine Learning Research (Conference paper)

2023

Amirhossein Ahmadian, Fredrik Lindsten (2023) Enhancing Representation Learning with Deep Classifiers in Presence of Shortcut Proceedings of IEEE ICASSP 2023 (Conference paper) Continue to DOI

2021

Amirhossein Ahmadian, Fredrik Lindsten (2021) Likelihood-free Out-of-Distribution Detection with Invertible Generative Models Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI 2021), p. 2119-2125 (Conference paper) Continue to DOI