Wiaux, Yves
- Learning Maximally Monotone Operators for Image Recovery
2020/12/24 by Jean‐Christophe Pesquet, Pesquet, Jean-Christophe, Audrey Repetti +5 · 14 citations
Engineering · Mathematics · #47H05 #49M27 #65K10 #68T07 #68U10 #90C25 #90C59 #94A08 #FOS: Electrical engineering #FOS: Mathematics #Image and Video Processing (eess.IV) #Numerical methods in inverse problems #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #electronic engineering #information engineering
- A Compressed Sensing Framework for Magnetic Resonance Fingerprinting
2013/12/09 by Mike E. Davies, Gilles Puy, Davies, Mike +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Chemistry · Medicine · #Advanced MRI Techniques and Applications #Advanced NMR Techniques and Applications #Electron Spin Resonance Studies #FOS: Computer and information sciences #Information Theory (cs.IT)
- The R2D2 deep neural network series paradigm for fast precision imaging in radio astronomy
2024/03/08 by Aghabiglou, Amir, Chu, Chung San, Dabbech, Arwa +1 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG)
- Scalable Bayesian uncertainty quantification in imaging inverse problems\n via convex optimization
2018/03/02 by Audrey Repetti, Marcelo Pereyra, Repetti, Audrey +3 · 1 citation
Computer Science · Engineering · Mathematics · #49N45 #62F03 #62F15 #68U10 #FOS: Computer and information sciences #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Methodology (stat.ME) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference
- Variable Metric Forward-Backward Algorithm for Composite Minimization Problems
2019/07/26 by Repetti, Audrey, Wiaux, Yves · 1 citation
#49M27 #65K10 #68U10 #68W25 #90C26 #90C59 #94A08 #FOS: Mathematics #Optimization and Control (math.OC)
- CLEANing Cygnus A deep and fast with R2D2
2023/09/06 by Dabbech, Arwa, Aghabiglou, Amir, Chu, Chung San +1 · 2 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Fast nonnegative least squares through flexible Krylov subspaces
2015/11/19 by Gazzola, Silvia, Wiaux, Yves · 1 citation
#FOS: Mathematics #Numerical Analysis (math.NA)