| Two decades of active surveillance for prostate cancer in a single-center cohort: favorable outcomes after transurethral resection of the prostate S Hagmann, V Ramakrishnan, A Tamalunas, M Hofmann, M Vandenhirtz, ... Cancers 14 (2), 368, 2022 | 13 | 2022 |
| Beyond Concept Bottleneck Models: How to Make Black Boxes Intervenable? R Marcinkevičs, S Laguna, M Vandenhirtz, J Vogt XAI in Action: Past, Present, and Future Applications Workshop at NeurIPS 2023, 2023 | 4 | 2023 |
| Tree Variational Autoencoders L Manduchi*, M Vandenhirtz*, A Ryser, J Vogt Spotlight @ Advances in Neural Information Processing Systems 36 (NeurIPS 2023), 2023 | 3 | 2023 |
| This Reads Like That: Deep Learning for Interpretable Natural Language Processing C Fanconi*, M Vandenhirtz*, S Husmann, JE Vogt Empirical Methods in Natural Language Processing, 2023 | 1 | 2023 |
| Structured Generations: Using Hierarchical Clusters to guide Diffusion Models J da Silva Gonçalves, L Manduchi, M Vandenhirtz, JE Vogt ICML 2024 Workshop on Structured Probabilistic Inference {\&} Generative …, 2024 | | 2024 |
| Stochastic Concept Bottleneck Models M Vandenhirtz, S Laguna, R Marcinkevičs, JE Vogt arXiv preprint arXiv:2406.19272, 2024 | | 2024 |
| scTree: Discovering Cellular Hierarchies in the Presence of Batch Effects in scRNA-seq Data M Vandenhirtz, F Barkmann, L Manduchi, JE Vogt, V Boeva arXiv preprint arXiv:2406.19300, 2024 | | 2024 |
| Signal Is Harder To Learn Than Bias: Debiasing with Focal Loss M Vandenhirtz, L Manduchi, R Marcinkevičs, JE Vogt Domain Generalization Workshop at ICLR 2023, 2023 | | 2023 |
