Mario Wieser
5 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(16)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(4)
Learning Types · Machine Learning
(4)
Deep Learning
(3)
Architectures
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Healthcare & Medicine
(1)
Analysis
(1)
Application Areas
(1)
Clinical
(1)
Learning Paradigms
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
deep information bottleneck
(2)
representation learning
(2)
transfer learning
(2)
self-supervised learning
(1)
mutual information
(1)
latent subspace
(1)
object classification
(1)
hiv treatment
(1)
generative model
(1)
greedy algorithm
(1)
variational autoencoder
(1)
drug discovery
(1)
symmetry learning
(1)
symmetry transformation
(1)
phenotype discovery
(1)
genomic data
(1)
archetypal analysis
(1)
foreground-background segmentation
(1)
hierarchical compositional model
(1)
triplet network
(1)
Papers
Revisiting Deep Archetypal Analysis for Phenotype Discovery in High Content Imaging
WACV 2025
Self-Supervised Representation Learning for High-Content Screening
MIDL 2022
Inverse Learning of Symmetries
NeurIPS 2020
Transfer Learning from Well-Curated to Less-Resourced Populations with HIV
MLHC 2020
Greedy Structure Learning of Hierarchical Compositional Models
CVPR 2019