Maximilian Ilse
7 papers · 2018–2024 · 6 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (6) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (18) 🧭 Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
ICML (2)
ACL (1)
CVPR (1)
ECCV (1)
MIDL (1)
MLHC (1)
Top co-authors
Keywords
variational autoencoder
(2)
medical imaging
(2)
generative model
(2)
domain generalization
(2)
attention mechanism
(1)
data augmentation
(1)
multimodal learning
(1)
multi-modal learning
(1)
empirical risk minimization
(1)
multiple instance learning
(1)
latent subspace
(1)
biomedical imaging
(1)
latent representation
(1)
spurious correlation
(1)
interventional datum
(1)
unlabeled datum
(1)
bag classification
(1)
radiology report generation
(1)
temporal structure
(1)
permutation invariant
(1)
Papers
RadEdit: stress-testing biomedical vision models via diffusion image editing
ECCV 2024
MAIRA at RRG24: A specialised large multimodal model for radiology report generation
ACL 2024
AIRIVA: A Deep Generative Model of Adaptive Immune Repertoires
MLHC 2023
Learning To Exploit Temporal Structure for Biomedical Vision-Language Processing
CVPR 2023
Selecting Data Augmentation for Simulating Interventions
ICML 2021
DIVA: Domain Invariant Variational Autoencoders
MIDL 2020
Attention-based Deep Multiple Instance Learning
ICML 2018