Ugo Tanielian
6 papers · 2020–2023 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (11) π Renaissance Researcher (5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(14)
π
Trend Setter
Conferences
ICML (2)
AAAI (1)
AISTATS (1)
JMLR (1)
WACV (1)
Top co-authors
Keywords
generative adversarial network
(4)
latent space
(2)
wasserstein gan
(2)
optimal transport
(1)
importance sampling
(1)
kullback-leibler divergence
(1)
piecewise linear function
(1)
distributionally robust optimization
(1)
adversarial attack
(1)
variational autoencoder
(1)
relu network
(1)
rejection sampling
(1)
variational auto-encoder
(1)
mode collapse
(1)
latent space geometry
(1)
sample quality
(1)
counterfactual risk minimization
(1)
geometric measure theory
(1)
jacobian norm
(1)
disconnected manifold
(1)
Papers
Unveiling the Latent Space Geometry of Push-Forward Generative Models
ICML 2023
Latent Reweighting, an Almost Free Improvement for GANs
WACV 2022
Approximating Lipschitz continuous functions with GroupSort neural networks
AISTATS 2021
Some Theoretical Insights into Wasserstein GANs
JMLR 2021
Distributionally Robust Counterfactual Risk Minimization
AAAI 2020
Learning disconnected manifolds: a no GANβs land
ICML 2020