Théo Uscidda

14 papers A* 5Journal 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Generalized Discrete Diffusion from Snapshots.
CoRR
Oussama Zekri, Théo Uscidda, Nicolas Boullé, Anna Korba
2026 J jnl
VGGRPO: Towards World-Consistent Video Generation with 4D Latent Reward.
CoRR
Zhaochong An, Orest Kupyn, Théo Uscidda, Andrea Colaco, Karan Ahuja, Serge J. Belongie, Mar González-Franco, Marta Tintore Gazulla
2025 A* conf
Disentangled Representation Learning with the Gromov-Monge Gap.
ICLR
Théo Uscidda, Luca Eyring, Karsten Roth, Fabian J. Theis, Zeynep Akata, Marco Cuturi
2025 J jnl
GeOT: a spatially explicit framework for evaluating spatio-temporal predictions.
Int. J. Geogr. Inf. Sci.
Nina Wiedemann, Théo Uscidda, Martin Raubal
2024 J jnl
Disentangled Representation Learning through Geometry Preservation with the Gromov-Monge Gap.
CoRR
Théo Uscidda, Luca Eyring, Karsten Roth, Fabian J. Theis, Zeynep Akata, Marco Cuturi
2024 A* conf
GENOT: Entropic (Gromov) Wasserstein Flow Matching with Applications to Single-Cell Genomics.
NeurIPS
Dominik Klein, Théo Uscidda, Fabian J. Theis, Marco Cuturi
2024 A* conf
Mirror and Preconditioned Gradient Descent in Wasserstein Space.
NeurIPS
Clément Bonet, Théo Uscidda, Adam David, Pierre-Cyril Aubin-Frankowski, Anna Korba
2024 J jnl
Mirror and Preconditioned Gradient Descent in Wasserstein Space.
CoRR
Clément Bonet, Théo Uscidda, Adam David, Pierre-Cyril Aubin-Frankowski, Anna Korba
2024 J jnl
On the potential of Optimal Transport in Geospatial Data Science.
CoRR
Nina Wiedemann, Théo Uscidda, Martin Raubal
2024 A* conf
Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation.
ICLR
Luca Eyring, Dominik Klein, Théo Uscidda, Giovanni Palla, Niki Kilbertus, Zeynep Akata, Fabian J. Theis
2023 J jnl
Generative Entropic Neural Optimal Transport To Map Within and Across Spaces.
CoRR
Dominik Klein, Théo Uscidda, Fabian J. Theis, Marco Cuturi
2023 A* conf
The Monge Gap: A Regularizer to Learn All Transport Maps.
ICML
Théo Uscidda, Marco Cuturi
2023 J jnl
The Monge Gap: A Regularizer to Learn All Transport Maps.
CoRR
Théo Uscidda, Marco Cuturi
2023 J jnl
Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation.
CoRR
Luca Eyring, Dominik Klein, Théo Uscidda, Giovanni Palla, Niki Kilbertus, Zeynep Akata, Fabian J. Theis