Théo Uscidda
5 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ICLR (2)
NIPS (2)
ICML (1)
Top co-authors
Keywords
optimal transport
(3)
flow matching
(1)
continuous optimization
(1)
gradient descent
(1)
mirror descent
(1)
wasserstein space
(1)
sinkhorn divergence
(1)
preconditioned gradient descent
(1)
transport map
(1)
input convex neural network
(1)
neural network
(1)
single-cell genomics
(1)
monge gap
(1)
gradient of convex function
(1)
cell development
(1)
Papers
Disentangled Representation Learning with the Gromov-Monge Gap
ICLR 2025
Mirror and Preconditioned Gradient Descent in Wasserstein Space
NIPS 2024
GENOT: Entropic (Gromov) Wasserstein Flow Matching with Applications to Single-Cell Genomics
NIPS 2024
Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation
ICLR 2024
The Monge Gap: A Regularizer to Learn All Transport Maps
ICML 2023