Adrián Javaloy
5 papers · 2020–2023 · 3 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(14)
🗺️
Taxonomy Completionist
(11)
Conferences
ICLR (2)
NIPS (2)
ICML (1)
Top co-authors
Keywords
normalizing flow
(2)
independent component analysis
(1)
density estimation
(1)
causal discovery
(1)
multimodal learning
(1)
nonlinear independent component analysis
(1)
autoregressive model
(1)
variational autoencoder
(1)
latent space
(1)
counterfactual reasoning
(1)
gradient conflict
(1)
modality collapse
(1)
impartial optimization
(1)
relative gradient
(1)
interventional queries
(1)
causal inference
(1)
deep density model
(1)
Papers
Causal normalizing flows: from theory to practice
NIPS 2023
Learnable Graph Convolutional Attention Networks
ICLR 2023
RotoGrad: Gradient Homogenization in Multitask Learning
ICLR 2022
Mitigating Modality Collapse in Multimodal VAEs via Impartial Optimization
ICML 2022
Relative gradient optimization of the Jacobian term in unsupervised deep learning
NIPS 2020