Robin Louiset
4 papers · 2023–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
mutual information
(2)
contrastive learning
(2)
representation learning
(2)
prior knowledge
(1)
latent variable model
(1)
variational autoencoder
(1)
latent space
(1)
generative adversarial network
(1)
image quality
(1)
conditional mean embedding
(1)
contrastive analysis
(1)
salient feature
(1)
kernel methods
(1)
common feature
(1)
pattern separation
(1)
classification term
(1)
contrastive vae
(1)
disentangling term
(1)
medical imaging
(1)
data augmentation
(1)
Papers
Double InfoGAN for Contrastive Analysis
AISTATS 2024
Separating common from salient patterns with Contrastive Representation Learning
ICLR 2024
SepVAE: a contrastive VAE to separate pathological patterns from healthy ones
MIDL 2024
Integrating Prior Knowledge in Contrastive Learning with Kernel
ICML 2023