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Giannis Daras — most-cited papers & profile · Generative Models
← authors
·
overview
Giannis Daras
14
papers ·
58
citations ·
7
h-index
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Soft Diffusion: Score Matching for General Corruptions
2022 · 29 citations
A Survey on Diffusion Models for Inverse Problems
2024 · 9 citations
Multiresolution Textual Inversion
2022 · 7 citations
Solving Linear Inverse Problems Provably via Posterior Sampling with Latent Diffusion Models
2023 · 5 citations
Warped Diffusion: Solving Video Inverse Problems with Image Diffusion Models
2024 · 2 citations
Score-Guided Intermediate Layer Optimization: Fast Langevin Mixing for Inverse Problems
2022 · 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
Ambient Diffusion Posterior Sampling: Solving Inverse Problems with Diffusion Models Trained on Corrupted Data
2024
Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models
2019
Top co-authors
Alexandros G. Dimakis
· 7
Constantinos Daskalakis
· 4
Antonio Torralba
· 3
Adam R. Klivans
· 2
Adrián Rodríguez-Muñoz
· 2
Mauricio Delbracio
· 2
Peyman Milanfar
· 2
Alex Dimakis
· 1
Arash Vahdat
· 1
Asad Aali
· 1
Augustus Odena
· 1
Brett Levac
· 1
Topics
Diffusion Models
Training & Sampling
Text-to-Image
GANs
Conditioning & Control
Text-to-Video