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
Isabel Valera — most-cited papers & profile · Generative Models
← authors
·
overview
Isabel Valera
7
papers ·
12
citations ·
25
h-index
Saarland University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Mitigating Modality Collapse in Multimodal VAEs via Impartial Optimization
2022 · 6 citations
Hyper-Transforming Latent Diffusion Models
2025
Variational Mixture of HyperGenerators for Learning Distributions Over Functions
2023
Top co-authors
Batuhan Koyuncu
· 2
Ignacio Peis
· 2
Adrián Javaloy
· 1
Jes Frellsen
· 1
Maryam Meghdadi
· 1
Pablo M. Olmos
· 1
Pablo Sanchez-Martin
· 1
Topics
Diffusion Models
Training & Sampling
cs.IT
eess.SP
stat.ML