Yuyang Shi

12 papers A* 2A 3Journal 7
YearRankTypeTitle / Venue / Authors
2023 J jnl
Alpha-divergence Variational Inference Meets Importance Weighted Auto-Encoders: Methodology and Asymptotics.
J. Mach. Learn. Res.
Kamélia Daudel, Joe Benton, Yuyang Shi, Arnaud Doucet
2023 A* conf
Diffusion Schrödinger Bridge Matching.
NeurIPS
Yuyang Shi, Valentin De Bortoli, Andrew Campbell, Arnaud Doucet
2023 J jnl
Diffusion Schrödinger Bridge Matching.
CoRR
Yuyang Shi, Valentin De Bortoli, Andrew Campbell, Arnaud Doucet
2022 J jnl
Alpha-divergence Variational Inference Meets Importance Weighted Auto-Encoders: Methodology and Asymptotics.
CoRR
Kamélia Daudel, Joe Benton, Yuyang Shi, Arnaud Doucet
2022 J jnl
Conditional Simulation Using Diffusion Schrödinger Bridges.
CoRR
Yuyang Shi, Valentin De Bortoli, George Deligiannidis, Arnaud Doucet
2022 A conf
Conditional simulation using diffusion Schrödinger bridges.
UAI
Yuyang Shi, Valentin De Bortoli, George Deligiannidis, Arnaud Doucet
2022 J jnl
From Denoising Diffusions to Denoising Markov Models.
CoRR
Joe Benton, Yuyang Shi, Valentin De Bortoli, George Deligiannidis, Arnaud Doucet
2022 A conf
On PAC-Bayesian reconstruction guarantees for VAEs.
AISTATS
Badr-Eddine Chérief-Abdellatif, Yuyang Shi, Arnaud Doucet, Benjamin Guedj
2022 J jnl
On PAC-Bayesian reconstruction guarantees for VAEs.
CoRR
Badr-Eddine Chérief-Abdellatif, Yuyang Shi, Arnaud Doucet, Benjamin Guedj
2021 A conf
On Multilevel Monte Carlo Unbiased Gradient Estimation for Deep Latent Variable Models.
AISTATS
Yuyang Shi, Rob Cornish
2021 A* conf
Online Variational Filtering and Parameter Learning.
NeurIPS
Andrew Campbell, Yuyang Shi, Thomas Rainforth, Arnaud Doucet
2021 J jnl
Online Variational Filtering and Parameter Learning.
CoRR
Andrew Campbell, Yuyang Shi, Tom Rainforth, Arnaud Doucet