Yifan Ding

Publications

2025

Yifan Ding, Gabriel Eilertsen, Jonas Unger (2025) AIM 2025 challenge on inverse tone mapping report: Methods and results Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, p. 5630-5643 (Conference paper) https://dx.doi.org/10.1109/ICCVW69036.2025.00589

Yifan Ding, Arturas Aleksandrauskas, Amirhossein Ahmadian, Jonas Unger, Fredrik Lindsten, Gabriel Eilertsen (2025) Revisiting Likelihood-Based Out-of-Distribution Detection by Modeling Representations IMAGE ANALYSIS, SCIA 2025, PT II, p. 166-179 (Conference paper) https://dx.doi.org/10.1007/978-3-031-95918-9_12

Milda Poceviciute, Yifan Ding, Ruben Bromée, Gabriel Eilertsen (2025) Out-of-distribution detection in digital pathology: Do foundation models bring the end to reconstruction-based approaches? Computers in Biology and Medicine, Vol. 184, Article 109327 (Article in journal) https://dx.doi.org/10.1016/j.compbiomed.2024.109327

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)