Diffusion Schrödinger Bridge with Applications to Score-Based Generative Modeling
De Bortoli, V Thornton, J Heng, J Doucet, A (01 Jun 2021)
Monte Carlo Variational Auto-Encoders
Thin, A Kotelevskii, N Doucet, A Durmus, A Moulines, E Panov, M (30 Jun 2021)
Lithological Tomography with the Correlated Pseudo-Marginal Method
Friedli, L Linde, N Ginsbourger, D Doucet, A (11 Oct 2021)
Online Variational Filtering and Parameter Learning
Campbell, A Shi, Y Rainforth, T Doucet, A (26 Oct 2021)
Simulating Diffusion Bridges with Score Matching
Heng, J De Bortoli, V Doucet, A Thornton, J (14 Nov 2021)
COIN++: Neural Compression Across Modalities
Dupont, E Loya, H Alizadeh, M Goliński, A Teh, Y Doucet, A (30 Jan 2022)
Continual Repeated Annealed Flow Transport Monte Carlo
Matthews, A Arbel, M Rezende, D Doucet, A (31 Jan 2022)
Riemannian Score-Based Generative Modelling
De Bortoli, V Mathieu, E Hutchinson, M Thornton, J Teh, Y Doucet, A (06 Feb 2022)
Inference of (geostatistical) hyperparameters with the correlated pseudo-marginal method
Friedli, L Linde, N Ginsbourger, D Fernandez Visentini, A Doucet, A (27 Mar 2022)
Towards Learning Universal Hyperparameter Optimizers with Transformers
Chen, Y Song, X Lee, C Wang, Z Zhang, Q Dohan, D Kawakami, K Kochanski, G Doucet, A Ranzato, M Perel, S de Freitas, N (26 May 2022)
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