Théo Uscidda

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 7

Top Topics

Maximum A Posteriori Probability

Efficient Learning

Top Venues

Publications

Clément Bonet, Théo Uscidda, Adam David, Pierre-Cyril Aubin-Frankowski, Anna Korba
Mirror and Preconditioned Gradient Descent in Wasserstein Space. CoRR (2024)
Luca Eyring, Dominik Klein, Théo Uscidda, Giovanni Palla, Niki Kilbertus, Zeynep Akata, Fabian J. Theis
Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation. ICLR (2024)
Théo Uscidda, Luca Eyring, Karsten Roth, Fabian J. Theis, Zeynep Akata, Marco Cuturi
Disentangled Representation Learning through Geometry Preservation with the Gromov-Monge Gap. CoRR (2024)
Dominik Klein, Théo Uscidda, Fabian J. Theis, Marco Cuturi
Generative Entropic Neural Optimal Transport To Map Within and Across Spaces. CoRR (2023)
Théo Uscidda, Marco Cuturi
The Monge Gap: A Regularizer to Learn All Transport Maps. CoRR (2023)
Luca Eyring, Dominik Klein, Théo Uscidda, Giovanni Palla, Niki Kilbertus, Zeynep Akata, Fabian J. Theis
Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation. CoRR (2023)
Théo Uscidda, Marco Cuturi
The Monge Gap: A Regularizer to Learn All Transport Maps. ICML (2023)