Brendt Wohlberg

1. Plug-and-Play Methods for Integrating Physical and Learned Models in Computational Imaging: Theory, algorithms, and applications
   2023/01/01 by Ulugbek S. Kamilov, Charles A. Bouman, Gregery T. Buzzard +1 · 16 citations
   Physics and Astronomy · Computer Science · Engineering · #Model Reduction and Neural Networks #Gaussian Processes and Bayesian Inference #Sparse and Compressive Sensing Techniques
2. Scalable Plug-and-Play ADMM with Convergence Guarantees
   2020/06/05 by Yu Sun, Zihui Wu, Sun, Yu +6 · 11 citations
   Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Photoacoustic and Ultrasonic Imaging #Image and Signal Denoising Methods
3. Deep Equilibrium Learning of Explicit Regularizers for Imaging Inverse Problems
   2023/03/09 by Zihao Zou, Zou, Zihao, Jiaming Liu +5 · 4 citations
   Engineering · Mathematics · #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Numerical methods in inverse problems #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
4. Recovery Analysis for Plug-and-Play Priors using the Restricted Eigenvalue Condition
   2021/06/07 by Jiaming Liu, M. Salman Asif, Liu, Jiaming +5 · 3 citations
   Computer Science · Engineering · #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) #Photoacoustic and Ultrasonic Imaging #Signal Processing (eess.SP) #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
5. PtychoDV: Vision Transformer-Based Deep Unrolling Network for Ptychographic Image Reconstruction
   2023/10/11 by Weijie Gan, Gan, Weijie, Qiuchen Zhai +9 · 4 citations
   Physics and Astronomy · #Advanced X-ray Imaging Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Nuclear Physics and Applications #electronic engineering #information engineering
6. Projected Multi-Agent Consensus Equilibrium (PMACE) with Application to Ptychography
   2023/03/28 by Qiuchen Zhai, Zhai, Qiuchen, Gregery T. Buzzard +7 · 1 citation
   Physics and Astronomy · Medicine · #Advanced X-ray Imaging Techniques #Medical Imaging Techniques and Applications #MRI in cancer diagnosis
7. Plug-and-Play Priors as a Score-Based Method
   2024/12/15 by Chicago Y. Park, Park, Chicago Y., Yuyang Hu +9 · 2 citations
   Psychology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Psychiatric care and mental health services #electronic engineering #information engineering
8. Random Walks with Tweedie: A Unified View of Score-Based Diffusion Models
   2024/11/27 by Chicago Y. Park, Park, Chicago Y., Michael T. McCann +7 · 2 citations
   Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Opinion Dynamics and Social Influence #electronic engineering #information engineering