| Attention-based deep multiple instance learning M Ilse, J Tomczak, M Welling International conference on machine learning, 2127-2136, 2018 | 1392 | 2018 |
| Diva: Domain invariant variational autoencoders M Ilse, JM Tomczak, C Louizos, M Welling Medical Imaging with Deep Learning, 322-348, 2020 | 171 | 2020 |
| Selecting data augmentation for simulating interventions M Ilse, JM Tomczak, P Forré International Conference on Machine Learning, 4555-4562, 2021 | 57* | 2021 |
| Deep multiple instance learning for digital histopathology M Ilse, JM Tomczak, M Welling Handbook of Medical Image Computing and Computer Assisted Intervention, 521-546, 2020 | 34 | 2020 |
| Learning to exploit temporal structure for biomedical vision-language processing S Bannur, S Hyland, Q Liu, F Perez-Garcia, M Ilse, DC Castro, B Boecking, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 23 | 2023 |
| Combining interventional and observational data using causal reductions M Ilse, P Forré, M Welling, JM Mooij arXiv preprint arXiv:2103.04786, 2021 | 17* | 2021 |
| Histopathological classification of precursor lesions of esophageal adenocarcinoma: A deep multiple instance learning approach JM Tomczak, M Ilse, M Welling, M Jansen, HG Coleman, M Lucas, ... | 15* | 2018 |
| Deep learning with permutation-invariant operator for multi-instance histopathology classification JM Tomczak, M Ilse, M Welling arXiv preprint arXiv:1712.00310, 2017 | 13 | 2017 |
| A ground truth on room acoustical analysis and perception (GRAP) D Ackermann, M Ilse, D Grigoriev, S Lepa, S Pelzer, M Vorländer, ... Technische Universität Berlin, 2018 | 8 | 2018 |
| Audio navigation using short range bilateral earpieces M Ilse, PV Boesen US Patent 10,598,506, 2020 | 5 | 2020 |
| Problems using deep generative models for probabilistic audio source separation M Frank, M Ilse PMLR, 2020 | 5 | 2020 |
| AIRIVA: A Deep Generative Model of Adaptive Immune Repertoires MF Pradier, N Prasad, P Chapfuwa, S Ghalebikesabi, M Ilse, ... arXiv preprint arXiv:2304.13737, 2023 | 2 | 2023 |
| Enabling large-scale screening of Barrett's esophagus using weakly supervised deep learning in histopathology K Bouzid, H Sharma, S Killcoyne, DC Castro, A Schwaighofer, M Ilse, ... medRxiv, 2023.08. 21.23294360, 2023 | | 2023 |
| Invariance in deep representations M Ilse | | 2022 |
| The Simulation of Monaural and Binaural Transfer Functions for a Ground Truth for Room Acoustical Analysis and Perception (GRAP) M Ilse | | 2015 |
Jakub M. TomczakAssociate professor at Eindhoven University of TechnologyVerified email at tue.nl
