| Attention-based deep multiple instance learning M Ilse, J Tomczak, M Welling International conference on machine learning, 2127-2136, 2018 | 454 | 2018 |
| Diva: Domain invariant variational autoencoders M Ilse, JM Tomczak, C Louizos, M Welling Medical Imaging with Deep Learning, 322-348, 2020 | 59 | 2020 |
| 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 | 12 | 2020 |
| Designing data augmentation for simulating interventions M Ilse, JM Tomczak, P Forré arXiv e-prints, arXiv: 2005.01856, 2020 | 9 | 2020 |
| Deep learning with permutation-invariant operator for multi-instance histopathology classification JM Tomczak, M Ilse, M Welling arXiv preprint arXiv:1712.00310, 2017 | 8 | 2017 |
| 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, ... | 6 | 2018 |
| Kikki de Laat, Martijn de Bruin, Henk Marquering, Myrtle J van der Wel, et al. Histopathological classification of precursor lesions of esophageal adenocarcinoma: A deep … JM Tomczak, M Ilse, M Welling, M Jansen, HG Coleman, M Lucas Medical Imaging with Deep Learning, 2018 | 5 | 2018 |
| Audio navigation using short range bilateral earpieces M Ilse, PV Boesen US Patent 10,598,506, 2020 | 3 | 2020 |
| Selecting data augmentation for simulating interventions M Ilse, JM Tomczak, P Forré International Conference on Machine Learning, 4555-4562, 2021 | 2 | 2021 |
| Problems using deep generative models for probabilistic audio source separation M Frank, M Ilse PMLR, 2020 | 2 | 2020 |
| Efficient Causal Inference from Combined Observational and Interventional Data through Causal Reductions M Ilse, P Forré, M Welling, JM Mooij arXiv preprint arXiv:2103.04786, 2021 | 1 | 2021 |
| Gaming with earpiece 3d audio M Ilse, PV Boesen US Patent App. 17/082,235, 2021 | | 2021 |
| Gaming with earpiece 3D audio M Ilse, PV Boesen US Patent 10,821,361, 2020 | | 2020 |
Jakub M. TomczakAssistant Professor at Vrije Universiteit AmsterdamVerified email at vu.nl
