Nathan Buskulic

Doctorant
7
Documents
Affiliation actuelle
  • Dipartimento di Informatica, Bioingegneria, Robotica e Ingegneria dei Sistemi [Genova] (DIBRIS)
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Publications

Publications

Image document

Recovery Guarantees of Unsupervised Neural Networks for Inverse Problems trained with Gradient Descent

Nathan Buskulic , Yvain Quéau , Jalal Fadili
2024 32nd European Signal Processing Conference (EUSIPCO), Aug 2024, Lyon, France. pp.1806-1810, ⟨10.23919/EUSIPCO63174.2024.10715276⟩
Communication dans un congrès hal-04496435 v1
Image document

Convergence Guarantees of Overparametrized Wide Deep Inverse Prior

Nathan Buskulic , Yvain Quéau , Jalal Fadili
9th International Conference on Scale Space and Variational Methods in Computer Vision (SSVM 2023), May 2023, Santa Margherita di Pula, Italy. pp.406-417, ⟨10.1007/978-3-031-31975-4_31⟩
Communication dans un congrès hal-04040724 v1
Image document

Garanties de convergence pour la résolution de problèmes inverses linéaires par réseaux de neurones génératifs

Nathan Buskulic , Jalal M. Fadili , Yvain Quéau
Colloque GRETSI, 2023, Nancy, France
Communication dans un congrès hal-04502368 v1
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Implicit Regularization of the Deep Inverse Prior Trained with Inertia

Nathan Buskulic , Jalal Fadili , Yvain Quéau
A. Hauptmann, B. Jin, Carola-Bibiane Schonlieb. Machine Learning Solutions for Inverse Problems: Part A, 26, pp.273-314, In press, Handbook of Numerical Analysis
Chapitre d'ouvrage hal-05096009 v1