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James Thornton
James Thornton
Apple | University of Oxford
Bestätigte E-Mail-Adresse bei apple.com - Startseite
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Zitiert von
Zitiert von
Jahr
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
2342021
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
962022
Differentiable particle filtering via entropy-regularized optimal transport
J Thornton*, A Corenflos*, G Deligiannidis, A Doucet
International Conference on Machine Learning, 2100-2111, 2021
672021
Simulating diffusion bridges with score matching
J Heng, V De Bortoli, A Doucet, J Thornton
arXiv preprint arXiv:2111.07243, 2021
202021
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
112022
Rethinking Initialization of the Sinkhorn Algorithm
J Thornton, M Cuturi
AISTATS 2023, 2022
82022
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
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
2020
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