COIN: COmpression with Implicit Neural representations
Dupont, E
Goliński, A
Alizadeh, M
Teh, Y
Doucet, A
(03 Mar 2021)
doi:10.48550/arxiv.2103.03123
NEO: Non Equilibrium Sampling on the Orbit of a Deterministic Transform
Thin, A
Janati, Y
Corff, S
Ollion, C
Doucet, A
Durmus, A
Moulines, E
Robert, C
(17 Mar 2021)
doi:10.48550/arxiv.2103.10943
On Instrumental Variable Regression for Deep Offline Policy Evaluation
Chen, Y
Xu, L
Gulcehre, C
Paine, T
Gretton, A
de Freitas, N
Doucet, A
(21 May 2021)
doi:10.48550/arxiv.2105.10148
Diffusion Schrödinger Bridge with Applications to Score-Based Generative Modeling
De Bortoli, V
Thornton, J
Heng, J
Doucet, A
(01 Jun 2021)
doi:10.48550/arxiv.2106.01357
Monte Carlo Variational Auto-Encoders
Thin, A
Kotelevskii, N
Doucet, A
Durmus, A
Moulines, E
Panov, M
(30 Jun 2021)
doi:10.48550/arxiv.2106.15921
Lithological Tomography with the Correlated Pseudo-Marginal Method
Friedli, L
Linde, N
Ginsbourger, D
Doucet, A
(11 Oct 2021)
doi:10.48550/arxiv.2110.05210
Online Variational Filtering and Parameter Learning
Campbell, A
Shi, Y
Rainforth, T
Doucet, A
(26 Oct 2021)
doi:10.48550/arxiv.2110.13549
Simulating Diffusion Bridges with Score Matching
Heng, J
De Bortoli, V
Doucet, A
Thornton, J
(14 Nov 2021)
doi:10.48550/arxiv.2111.07243
COIN++: Neural Compression Across Modalities
Dupont, E
Loya, H
Alizadeh, M
Goliński, A
Teh, Y
Doucet, A
(30 Jan 2022)
doi:10.48550/arxiv.2201.12904
Continual Repeated Annealed Flow Transport Monte Carlo
Matthews, A
Arbel, M
Rezende, D
Doucet, A
(31 Jan 2022)
doi:10.48550/arxiv.2201.13117