Riemannian Diffusion Schrödinger Bridge
Thornton, J
Hutchinson, M
Mathieu, E
De Bortoli, V
Teh, Y
Doucet, A
(06 Jul 2022)
doi:10.48550/arxiv.2207.03024
Solving Fredholm Integral Equations of the First Kind via Wasserstein Gradient Flows
Crucinio, F
De Bortoli, V
Doucet, A
Johansen, A
(16 Sep 2022)
doi:10.48550/arxiv.2209.09936
Spectral Diffusion Processes
Phillips, A
Seror, T
Hutchinson, M
De Bortoli, V
Doucet, A
Mathieu, E
(28 Sep 2022)
doi:10.48550/arxiv.2209.14125
Maximum Likelihood Learning of Unnormalized Models for Simulation-Based Inference
Glaser, P
Arbel, M
Hromadka, S
Doucet, A
Gretton, A
(26 Oct 2022)
doi:10.48550/arxiv.2210.14756
Causal Falsification of Digital Twins
Cornish, R
Taufiq, M
Doucet, A
Holmes, C
(17 Jan 2023)
doi:10.48550/arxiv.2301.07210
SE(3) diffusion model with application to protein backbone generation
Yim, J
Trippe, B
De Bortoli, V
Mathieu, E
Doucet, A
Barzilay, R
Jaakkola, T
(04 Feb 2023)
doi:10.48550/arxiv.2302.02277
Diffusion Schrödinger Bridge Matching
Shi, Y
De Bortoli, V
Campbell, A
Doucet, A
(29 Mar 2023)
doi:10.48550/arxiv.2303.16852
Trans-Dimensional Generative Modeling via Jump Diffusion Models
Campbell, A
Harvey, W
Weilbach, C
De Bortoli, V
Rainforth, T
Doucet, A
(25 May 2023)
doi:10.48550/arxiv.2305.16261
Tree-Based Diffusion Schrödinger Bridge with Applications to Wasserstein Barycenters
Noble, M
De Bortoli, V
Doucet, A
Durmus, A
(25 May 2023)
doi:10.48550/arxiv.2305.16557
Diffusion Schrödinger Bridges for Bayesian Computation
Heng, J
De Bortoli, V
Doucet, A
(27 Aug 2023)
doi:10.48550/arxiv.2308.14106