Scholar
Thomas Pock
Google Scholar ID: FwNaHxQAAAAJ
Professor of Computer Science, TU Graz
Convex optimization
Image processing
Variational methods
Machine learning
Computer vision
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Citations & Impact
All-time
Citations
32,736
H-index
69
i10-index
164
Publications
20
Co-authors
66
list available
Publications
9 items
Generating Physically Consistent Molecules with Energy-Based Models
2026
Cited
0
Product-of-Gaussian-Mixture Diffusion Models for Joint Nonlinear MRI Reconstruction
2026
Cited
0
Time-Inhomogeneous Preconditioned Langevin Dynamics
2026
Cited
0
The Gaussian Latent Machine: Efficient Prior and Posterior Sampling for Inverse Problems
2025
Cited
0
Total Variation-Based Image Decomposition and Denoising for Microscopy Images
2025
Cited
0
Diffusion at Absolute Zero: Langevin Sampling Using Successive Moreau Envelopes
2025
Cited
0
Product of Gaussian Mixture Diffusion Model for non-linear MRI Inversion
2025
Cited
0
An Adaptively Inexact Method for Bilevel Learning Using Primal-Dual Style Differentiation
arXiv.org · 2024
Cited
0
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Co-authors
13 total
Antonin Chambolle
CEREMADE, CNRS & Université Paris-Dauphine, PSL Research University
Erich Kobler
Institute for Machine Learning, Johannes Kepler University Linz
Daniel Cremers
Technical University of Munich
Florian Knoll
Friedrich-Alexander University Erlangen Nuremberg
Daniel Sodickson
Chief of Innovation, Department of Radiology, New York University Grossman School of Medicine
Teresa Klatzer
PhD Student, University of Edinburgh
Zach Christopher
Chalmers University of Technology
Peter Ochs
Saarland University
