Phillips, Seror, Hutchinson, De Bortoli, Doucet, Mathieu.
Spectral Diffusion Processes.
2022 - Submitted (conference).
Crucinio, De Bortoli, Doucet, Johansen.
Solving Fredholm Integral Equations of the First Kind via Wasserstein Gradient Flows.
2022 - Submitted (journal).
De Bortoli.
Convergence of denoising diffusion models under the manifold hypothesis.
2022 - Accepted at TMLR (journal).
Thornton, Hutchinson, Mathieu, De Bortoli, Teh, Doucet.
Riemannian Diffusion Schrödinger Bridges.
2022 - Accepted at ICML (conference).
Shi, De Bortoli, Deligiannidis, Doucet.
Conditional Simulation Using Diffusion Schrödinger Bridges.
2022 - Accepted at UAI (conference).
Campbell, Benton, De Bortoli, Rainforth, Deligiannidis, Doucet.
A Continuous Time Framework for Discrete Denoising Models.
2022 - Accepted at Neurips (conference).
Salmona, Delon, Desolneux, De Bortoli.
Can Push-forward Generative Models Fit Multimodal Distributions.
2022 - Accepted at Neurips (conference).
Guth, Coste, De Bortoli, Mallat.
Wavelet Score-Based Generative Modeling.
2022 - Accepted at Neurips (conference).
De Bortoli, Mathieu, Hutchinson, Thornton, Teh, Doucet.
Riemannian Score Based Generative Modeling.
2022 - Accepted at Neurips (conference).