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Stefano Soatto — most-cited papers & profile · Generative Models
← authors
·
overview
Stefano Soatto
48
papers ·
1486
citations ·
69
h-index
Amazon (United States) · University of California, Los Angeles
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Gacs-Korner Common Information Variational Autoencoder
2022 · 6 citations
Leveraging sparse and shared feature activations for disentangled representation learning
2023 · 2 citations
Stochastic gradient descent performs variational inference, converges to limit cycles for deep networks
2017 · 1 citations
Dynamically Grown Generative Adversarial Networks
2021 · 1 citations
Grounded Compositional and Diverse Text-to-3D with Pretrained Multi-View Diffusion Model
2024
Efficient Scaling of Diffusion Transformers for Text-to-Image Generation
2024
Top co-authors
Michael Kleinman
· 2
Ying Wang
· 2
Bernhard Sch\"olkopf
· 1
Emanuele Rodol\`a
· 1
Hao Li
· 1
Jia Deng
· 1
Paolo Favaro
· 1
Stefano Ermon
· 1
Wei Xia
· 1
Xiaolong Li
· 1
Yuting Zhang
· 1
Zhiheng Li
· 1
Topics
Training & Sampling
eess.SP
stat.ML
Diffusion Models
Text-to-Image
Text-to-Video
3D & NeRF Generation
GANs
cs.IT
Audio Generation