| Diffusion Schrödinger bridge with applications to score-based generative modeling V De Bortoli*, J Thornton*, J Heng, A Doucet Advances in Neural Information Processing Systems 34, 17695-17709, 2021 | 330 | 2021 |
| Riemannian score-based generative modeling V De Bortoli, E Mathieu, M Hutchinson, J Thornton, YW Teh, A Doucet Advances in Neural Information Processing Systems 35, 2022 | 146 | 2022 |
| Differentiable particle filtering via entropy-regularized optimal transport J Thornton*, A Corenflos*, G Deligiannidis, A Doucet International Conference on Machine Learning, 2100-2111, 2021 | 83 | 2021 |
| Simulating diffusion bridges with score matching J Heng, V De Bortoli, A Doucet, J Thornton arXiv preprint arXiv:2111.07243, 2021 | 31 | 2021 |
| Riemannian score-based generative modelling VD Bortoli, E Mathieu, MJ Hutchinson, J Thornton, YW Teh, A Doucet Advances in Neural Information Processing Systems, 46, 2022 | 16 | 2022 |
| Riemannian Diffusion Schrödinger Bridge J Thornton, M Hutchinson, E Mathieu, V De Bortoli, YW Teh, A Doucet ICML 2022 Continuous time methods in ML, 2022 | 15 | 2022 |
| Rethinking Initialization of the Sinkhorn Algorithm J Thornton, M Cuturi AISTATS 2023, 2022 | 10 | 2022 |
| The Masked Bouncy Particle Sampler: A Parallel, Chromatic, Piecewise-Deterministic Markov Chain Monte Carlo Method J Thornton https://jtt94.github.io/papers/2020-masked-bps, 2020 | 1 | 2020 |
| Differentiable Cost-Parameterized Monge Map Estimators S Howard, G Deligiannidis, P Rebeschini, J Thornton arXiv preprint arXiv:2406.08399, 2024 | | 2024 |
| Progressive Entropic Optimal Transport Solvers P Kassraie, AA Pooladian, M Klein, J Thornton, J Niles-Weed, M Cuturi arXiv preprint arXiv:2406.05061, 2024 | | 2024 |
| Contrasting Multiple Representations with the Multi-Marginal Matching Gap Z Piran, M Klein, J Thornton, M Cuturi arXiv preprint arXiv:2405.19532, 2024 | | 2024 |
| Careful with that Scalpel: Improving Gradient Surgery with an EMA YG Hsieh, J Thornton, E Ndiaye, M Klein, M Cuturi, P Ablin arXiv preprint arXiv:2402.02998, 2024 | | 2024 |
| NeurIPS 2023 Workshop on Diffusion Models CM Bahjat Kawar, Valentin De Bortoli, James Thornton, Charlotte Bunne ... NeurIPS 2023, 2023 | | 2023 |
| Optimal transport based simulation methods for deep probabilistic models J Thornton University of Oxford, 2023 | | 2023 |
Arnaud DoucetProfessor of Statistics, University of Oxford & Research Scientist, Google DeepMindBestätigte E-Mail-Adresse bei stats.ox.ac.uk
