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Antonio Torralba — most-cited papers & profile · Generative Models
← authors
·
overview
Antonio Torralba
29
papers ·
1327
citations ·
126
h-index
Citigroup · Dominica State College · IIT@MIT · MIT Computer Science and Artificial Intelligence Laboratory · Massachusetts Institute of Technology
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Improving Inversion and Generation Diversity in StyleGAN using a Gaussianized Latent Space
2020 · 26 citations
NeuralField-LDM: Scene Generation with Hierarchical Latent Diffusion Models
2023 · 5 citations
Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed Diffusion Models
2023 · 5 citations
Diverse Image Generation via Self-Conditioned GANs
2020 · 2 citations
Ambient Dataloops: Generative Models for Dataset Refinement
2026
DiffEM: Learning from Corrupted Data with Diffusion Models via Expectation Maximization
2025
Ambient Diffusion Omni: Training Good Models with Bad Data
2025
Score Distillation Sampling for Audio: Source Separation, Synthesis, and Beyond
2025
Top co-authors
Constantinos Daskalakis
· 3
Giannis Daras
· 3
Adam R. Klivans
· 2
Adrián Rodríguez-Muñoz
· 2
Karsten Kreis
· 2
Sanja Fidler
· 2
Seung Wook Kim
· 2
Bradley Brown
· 1
Daiqing Li
· 1
Danial Hosseintabar
· 1
David Bau
· 1
Fan Chen
· 1
Topics
Diffusion Models
Training & Sampling
Conditioning & Control
Text-to-Image
Audio Generation
GANs
3D & NeRF Generation
Text-to-Video