Starck, Jean-Luc
- Hybrid Physical-Neural ODEs for Fast N-body Simulations
2022/07/12 by Denise Lanzieri, Lanzieri, Denise, François Lanusse +3 · 4 citations
Physics and Astronomy · #Astronomy and Astrophysical Research #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Computer and information sciences #FOS: Physical sciences #Gamma-ray bursts and supernovae #Machine Learning (cs.LG) #Scientific Research and Discoveries
- SHINE: SHaring the INverse Estimate from the forward pass for bi-level\n optimization and implicit models
2021/06/01 by Zaccharie Ramzi, Ramzi, Zaccharie, Florian Mannel +9 · 3 citations
Computer Science · Engineering · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Matrix Theory and Algorithms #Model Reduction and Neural Networks #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Optimal Neural Summarisation for Full-Field Weak Lensing Cosmological Implicit Inference
2024/07/15 by Lanzieri, Denise, Zeghal, Justine, Makinen, T. Lucas +3 · 5 citations
#Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences
- Stable Long-Term Recurrent Video Super-Resolution
2021/12/16 by Benjamin Naoto Chiche, Chiche, Benjamin Naoto, Arnaud Woiselle +5 · 2 citations
Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Astronomical Data Analysis and Sparsity: from Wavelets to Compressed Sensing
2009/03/19 by Jean-Luc Starck, Jerome Bobin, Starck, Jean-Luc +1 · 1 citation
Physics and Astronomy · #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #astro-ph.IM
- Rethinking the modeling of the instrumental response of telescopes with a differentiable optical model
2021/11/24 by T.I Liaudat, Jean‐Luc Starck, Liaudat, Tobias +5 · 2 citations
Biochemistry, Genetics and Molecular Biology · Engineering · Physics and Astronomy · #Adaptive optics and wavefront sensing #Advanced Fluorescence Microscopy Techniques #Advanced optical system design #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Optics (physics.optics)
- Denoising Score-Matching for Uncertainty Quantification in Inverse Problems
2020/11/16 by Ramzi, Zaccharie, Remy, Benjamin, Lanusse, Francois +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Physics (physics.med-ph) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Probabilistic Mapping of Dark Matter by Neural Score Matching
2020/11/16 by Benjamin Rémy, Remy, Benjamin, François Lanusse +9 · 1 citation
Computer Science · Physics and Astronomy · #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Gaussian Processes and Bayesian Inference #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Statistical Mechanics and Entropy
- Density Compensated Unrolled Networks for Non-Cartesian MRI\n Reconstruction
2021/01/05 by Zaccharie Ramzi, Ramzi, Zaccharie, Jean‐Luc Starck +3 · 1 citation
Engineering · Medicine · #Advanced MRI Techniques and Applications #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Imaging Techniques and Applications #Medical Physics (physics.med-ph) #electronic engineering #information engineering