MAP Estimation with Denoisers: Convergence Rates and Guarantees
Author(s):
Scott Pesme, Giacomo Meanti, Michael Arbel, Julien Mairal
Published in:
Advances in Neural Information Processing System, 2025
Publisher:
openreview
A New Statistical Model of Star Speckles for Learning to Detect and Characterize Exoplanets in Direct Imaging Observations
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Author(s):
Bodrito, Théo; Flasseur, Olivier; Mairal, Julien; Ponce, Jean; Langlois, Maud; Lagrange, Anne-Marie
Published in:
IEEE / CVF Conference on Computer Vision and Pattern Recognition, 2025
Publisher:
IEEE
DOI:
10.48550/ARXIV.2503.17117
Unsupervised Imaging Inverse Problems with Diffusion Distribution Matching
Author(s):
Giacomo Meanti, Thomas Ryckeboer, Michael Arbel, Julien Mairal
Published in:
International Conference on Computer Vision, 2025
Publisher:
IEEE
LUDVIG: Learning-free Uplifting of 2D Visual features to Gaussian Splatting scenes
Author(s):
Juliette Marrie, Romain Ménégaux, Michael Arbel, Diane Larlus, Julien Mairal
Published in:
International Conference on Computer Vision, 2025
Publisher:
IEEE
Functional Bilevel Optimization for Machine Learning
Author(s):
Ieva Petrulionyte, Julien Mairal, Michael Arbel
Published in:
Advances in Neural Information Processing Systems, 2024, ISSN 1049-5258
Publisher:
openreview
Vision Transformers Need Registers
Author(s):
Timothée Darcet, Maxime Oquab, Julien Mairal, Piotr Bojanowski
Published in:
International Conference on Learning Representations, 2024
Publisher:
openreview
GloptiNets: Scalable Non-Convex Optimization with Certificates
Author(s):
Gaspard Beugnot, Julien Mairal, Alessandro Rudi
Published in:
Advances in Neural Information Processing System, 2023, ISSN 1049-5258
Publisher:
openreview
