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Maximilian Ilse
Maximilian Ilse
Senior Researcher @ Microsoft Research
Email verificata su microsoft.com
Titolo
Citata da
Citata da
Anno
Attention-based deep multiple instance learning
M Ilse, J Tomczak, M Welling
International conference on machine learning, 2127-2136, 2018
15712018
Diva: Domain invariant variational autoencoders
M Ilse, JM Tomczak, C Louizos, M Welling
Medical Imaging with Deep Learning, 322-348, 2020
1962020
Selecting data augmentation for simulating interventions
M Ilse, JM Tomczak, P Forré
International Conference on Machine Learning, 4555-4562, 2021
70*2021
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
442023
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
372020
Combining interventional and observational data using causal reductions
M Ilse, P Forré, M Welling, JM Mooij
arXiv preprint arXiv:2103.04786, 2021
15*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
142017
Problems using deep generative models for probabilistic audio source separation
M Frank, M Ilse
PMLR, 2020
52020
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
32023
RAD-DINO: Exploring Scalable Medical Image Encoders Beyond Text Supervision
F Pérez-García, H Sharma, S Bond-Taylor, K Bouzid, V Salvatelli, M Ilse, ...
arXiv preprint arXiv:2401.10815, 2024
12024
RadEdit: stress-testing biomedical vision models via diffusion image editing
F Pérez-García, S Bond-Taylor, PP Sanchez, B van Breugel, DC Castro, ...
arXiv preprint arXiv:2312.12865, 2023
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
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
Articoli 1–14