James Thornton

According to our database, James Thornton authored at least 18 papers between 2010 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

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

CoRR, April, 2025

Mechanisms of Projective Composition of Diffusion Models.

Arwen Bradley, Preetum Nakkiran, David Berthelot, James Thornton, Joshua M. Susskind

CoRR, February, 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

Proceedings of the Thirteenth International Conference on Learning Representations, 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

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Sparse Repellency for Shielded Generation in Text-to-image Diffusion Models.

Michael Kirchhof, James Thornton, Pierre Ablin, Louis Béthune, Eugène Ndiaye, Marco Cuturi

CoRR, 2024

Differentiable Cost-Parameterized Monge Map Estimators.

Samuel Howard, George Deligiannidis, Patrick Rebeschini, James Thornton

CoRR, 2024

Sociotechnical Considerations for Accessibility and Equity in AI for Healthcare.

Adriane Chapman, Chloe L. Harrison, Caroline Jones, James Thornton, Rose Worley, Jeremy C. Wyatt

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Progressive Entropic Optimal Transport Solvers.

Parnian Kassraie, Aram-Alexandre Pooladian, Michal Klein, James Thornton, Jonathan Niles-Weed, Marco Cuturi

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Contrasting Multiple Representations with the Multi-Marginal Matching Gap.

Zoe Piran, Michal Klein, James Thornton, Marco Cuturi

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Careful with that Scalpel: Improving Gradient Surgery with an EMA.

Yu-Guan Hsieh, James Thornton, Eugène Ndiaye, Michal Klein, Marco Cuturi, Pierre Ablin

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Rethinking Initialization of the Sinkhorn Algorithm.

James Thornton, Marco Cuturi

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Riemannian Diffusion Schrödinger Bridge.

James Thornton, Michael J. Hutchinson, Emile Mathieu, Valentin De Bortoli, Yee Whye Teh, Arnaud Doucet

CoRR, 2022

Riemannian Score-Based Generative Modeling.

Valentin De Bortoli, Emile Mathieu, Michael J. Hutchinson, James Thornton, Yee Whye Teh, Arnaud Doucet

CoRR, 2022

Riemannian Score-Based Generative Modelling.

Valentin De Bortoli, Emile Mathieu, Michael J. Hutchinson, James Thornton, Yee Whye Teh, Arnaud Doucet

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Simulating Diffusion Bridges with Score Matching.

Valentin De Bortoli, Arnaud Doucet, Jeremy Heng, James Thornton

CoRR, 2021

Diffusion Schrödinger Bridge with Applications to Score-Based Generative Modeling.

Valentin De Bortoli, James Thornton, Jeremy Heng, Arnaud Doucet

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Differentiable Particle Filtering via Entropy-Regularized Optimal Transport.

Adrien Corenflos, James Thornton, George Deligiannidis, Arnaud Doucet

Proceedings of the 38th International Conference on Machine Learning, 2021

2010

Individual privacy rights with respect to services such as Google Street View.

James Thornton

SIGCAS Comput. Soc., 2010