Awesome Generative Models
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Francis Bach (SIERRA — most-cited papers & profile · Generative Models
← authors
·
overview
Francis Bach (SIERRA
5
papers ·
6
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Variational Gaussian approximation of the Kushner optimal filter
2023 · 1 citations
Convergence of Deterministic and Stochastic Diffusion-Model Samplers: A Simple Analysis in Wasserstein Distance
2025
Optimal Denoising in Score-Based Generative Models: The Role of Data Regularity
2025
Top co-authors
Eliot Beyler (SIERRA
· 2
Marc Lambert (DGA
· 1
SIERRA
· 1
Silv\`ere Bonnabel
· 1
Topics
Diffusion Models
Training & Sampling
cs.NA
math.ST
stat.AP