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Constantinos Daskalakis — most-cited papers & profile · Generative Models
← authors
·
overview
Constantinos Daskalakis
10
papers ·
37
citations ·
45
h-index
Moscow Institute of Thermal Technology · Massachusetts Institute of Technology
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Most-cited papers
SGD Learns One-Layer Networks in WGANs
2019 · 13 citations
Score-Guided Intermediate Layer Optimization: Fast Langevin Mixing for Inverse Problems
2022 · 1 citations
SDYN-GANs: Adversarial Learning Methods for Multistep Generative Models for General Order Stochastic Dynamics
2023 · 1 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
Top co-authors
Giannis Daras
· 4
Antonio Torralba
· 3
Adam R. Klivans
· 2
Adrián Rodríguez-Muñoz
· 2
Alexandros G. Dimakis
· 2
Danial Hosseintabar
· 1
Fan Chen
· 1
Jason D. Lee
· 1
Panos Stinis
· 1
Paul J. Atzberger
· 1
Qi Lei
· 1
William Daspit
· 1
Topics
Training & Sampling
Diffusion Models
GANs
Text-to-Image
Conditioning & Control