Yuyang Shi

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 9

Top Topics

Hamilton Jacobi

Latent Variable Models

Eikonal Equation

Top Venues

J. Mach. Learn. Res.

Publications

Yuyang Shi, Valentin De Bortoli, Andrew Campbell, Arnaud Doucet
Diffusion Schrödinger Bridge Matching. NeurIPS (2023)
Yuyang Shi, Valentin De Bortoli, Andrew Campbell, Arnaud Doucet
Diffusion Schrödinger Bridge Matching. CoRR (2023)
Kamélia Daudel, Joe Benton, Yuyang Shi, Arnaud Doucet
Alpha-divergence Variational Inference Meets Importance Weighted Auto-Encoders: Methodology and Asymptotics. J. Mach. Learn. Res. 24 (2023)
Yuyang Shi, Valentin De Bortoli, George Deligiannidis, Arnaud Doucet
Conditional simulation using diffusion Schrödinger bridges. UAI (2022)
Badr-Eddine Chérief-Abdellatif, Yuyang Shi, Arnaud Doucet, Benjamin Guedj
On PAC-Bayesian reconstruction guarantees for VAEs. AISTATS (2022)
Kamélia Daudel, Joe Benton, Yuyang Shi, Arnaud Doucet
Alpha-divergence Variational Inference Meets Importance Weighted Auto-Encoders: Methodology and Asymptotics. CoRR (2022)
Joe Benton, Yuyang Shi, Valentin De Bortoli, George Deligiannidis, Arnaud Doucet
From Denoising Diffusions to Denoising Markov Models. CoRR (2022)
Andrew Campbell, Yuyang Shi, Thomas Rainforth, Arnaud Doucet
Online Variational Filtering and Parameter Learning. NeurIPS (2021)
Yuyang Shi, Rob Cornish
On Multilevel Monte Carlo Unbiased Gradient Estimation for Deep Latent Variable Models. AISTATS (2021)