Thornton, James

13 publications

AISTATS 2025 Composition and Control with Distilled Energy Diffusion Models and Sequential Monte Carlo James Thornton, Louis Béthune, Ruixiang Zhang, Arwen Bradley, Preetum Nakkiran, Shuangfei Zhai

ICML 2025 Mechanisms of Projective Composition of Diffusion Models Arwen Bradley, Preetum Nakkiran, David Berthelot, James Thornton, Joshua M. Susskind

ICML 2025 Shielded Diffusion: Generating Novel and Diverse Images Using Sparse Repellency Michael Kirchhof, James Thornton, Louis Béthune, Pierre Ablin, Eugene Ndiaye, Marco Cuturi

ICLR 2025 Simple ReFlow: Improved Techniques for Fast Flow Models Beomsu Kim, Yu-Guan Hsieh, Michal Klein, Marco Cuturi, Jong Chul Ye, Bahjat Kawar, James Thornton

ICML 2025 Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion Ruixiang Zhang, Shuangfei Zhai, Yizhe Zhang, James Thornton, Zijing Ou, Joshua M. Susskind, Navdeep Jaitly

ICML 2024 Careful with That Scalpel: Improving Gradient Surgery with an EMA Yu-Guan Hsieh, James Thornton, Eugene Ndiaye, Michal Klein, Marco Cuturi, Pierre Ablin

ICML 2024 Contrasting Multiple Representations with the Multi-Marginal Matching Gap Zoe Piran, Michal Klein, James Thornton, Marco Cuturi

ICMLW 2024 Differentiable Cost-Parameterized Monge mAP Estimators Samuel Howard, George Deligiannidis, Patrick Rebeschini, James Thornton

NeurIPS 2024 Progressive Entropic Optimal Transport Solvers Parnian Kassraie, Aram-Alexandre Pooladian, Michal Klein, James Thornton, Jonathan Niles-Weed, Marco Cuturi

AISTATS 2023 Rethinking Initialization of the Sinkhorn Algorithm James Thornton, Marco Cuturi

NeurIPS 2022 Riemannian Score-Based Generative Modelling Valentin De Bortoli, Emile Mathieu, Michael Hutchinson, James Thornton, Yee Whye Teh, Arnaud Doucet

ICML 2021 Differentiable Particle Filtering via Entropy-Regularized Optimal Transport Adrien Corenflos, James Thornton, George Deligiannidis, Arnaud Doucet

NeurIPS 2021 Diffusion Schrödinger Bridge with Applications to Score-Based Generative Modeling Valentin De Bortoli, James Thornton, Jeremy Heng, Arnaud Doucet