| 2025 | ICLR | Calibrating LLMs with Information-Theoretic Evidential Deep Learning. | Yawei Li, David Rgamer, Bernd Bischl, Mina Rezaei |
| 2024 | ECAI | Hyperbolic Contrastive Learning for Document Representations - A Multi-View Approach with Paragraph-level Similarities. | JaeEun Nam, Ilias Chalkidis, Mina Rezaei |
| 2024 | ICLR | Probabilistic Self-supervised Representation Learning via Scoring Rules Minimization. | Amirhossein Vahidi, Simon Schoer, Lisa Wimmer, Yawei Li, Bernd Bischl, Eyke Hllermeier, Mina Rezaei |
| 2024 | MICCAI | Uncertainty-Aware Vision Transformers for Medical Image Analysis. | Franciskus Xaverius Erick, Mina Rezaei, Johanna Paula Mller, Bernhard Kainz |
| 2023 | ACL | Efficient Document Embeddings via Self-Contrastive Bregman Divergence Learning. | Daniel Saggau, Mina Rezaei, Bernd Bischl, Ilias Chalkidis |
| 2023 | CIBCB | Neural Architecture Search for Genomic Sequence Data. | Amadeu Scheppach, Hseyin Anil Gndz, Emilio Dorigatti, Philipp C. Mnch, Alice C. McHardy, Bernd Bischl, Mina Rezaei, Martin Binder |
| 2023 | ICMLA | Uncertainty Quantification for Deep Learning Models Predicting the Regulatory Activity of DNA Sequences. | Hseyin Anil Gndz, Sheetal Giri, Martin Binder, Bernd Bischl, Mina Rezaei |
| 2022 | ICDM | Joint Debiased Representation Learning and Imbalanced Data Clustering. | Mina Rezaei, Emilio Dorigatti, David Rgamer, Bernd Bischl |
| 2019 | WACV | Conditional Generative Adversarial Refinement Networks for Unbalanced Medical Image Semantic Segmentation. | Mina Rezaei, Haojin Yang, Konstantin Harmuth, Christoph Meinel |
| 2018 | DICTA | Generative Adversarial Framework for Learning Multiple Clinical Tasks. | Mina Rezaei, Haojin Yang, Christoph Meinel |
| 2018 | IJCNN | Instance Tumor Segmentation using Multitask Convolutional Neural Network. | Mina Rezaei, Haojin Yang, Christoph Meinel |
| 2018 | MICCAI | voxel-GAN: Adversarial Framework for Learning Imbalanced Brain Tumor Segmentation. | Mina Rezaei, Haojin Yang, Christoph Meinel |
| 2017 | ICONIP | Deep Neural Network with l2-Norm Unit for Brain Lesions Detection. | Mina Rezaei, Haojin Yang, Christoph Meinel |
| 2017 | MICCAI | A Conditional Adversarial Network for Semantic Segmentation of Brain Tumor. | Mina Rezaei, Konstantin Harmuth, Willi Gierke, Thomas Kellermeier, Martin Fischer, Haojin Yang, Christoph Meinel |