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Elad, Michael

  1. Denoising Diffusion Restoration Models
    2022/01/27 by Bahjat Kawar, Kawar, Bahjat, Michael Elad +5 · 124 citations
    Computer Science · Medicine · #Advanced Image Processing Techniques #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) #Medical Imaging Techniques and Applications #electronic engineering #information engineering
  2. The Little Engine that Could: Regularization by Denoising (RED)
    2016/11/09 by Yaniv Romano, Romano, Yaniv, Michael Elad +3 · 62 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Image and Signal Denoising Methods #Numerical Analysis (math.NA) #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques
  3. SNIPS: Solving Noisy Inverse Problems Stochastically
    2021/05/31 by Bahjat Kawar, Gregory Vaksman, Kawar, Bahjat +3 · 16 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #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) #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
  4. Regularization by Denoising via Fixed-Point Projection (RED-PRO)
    2020/08/01 by Cohen, Regev, Elad, Michael, Milanfar, Peyman · 13 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  5. Image Denoising: The Deep Learning Revolution and Beyond -- A Survey Paper --
    2023/01/09 by Michael Elad, Bahjat Kawar, Elad, Michael +3 · 18 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Cell Image Analysis Techniques #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) #Photoacoustic and Ultrasonic Imaging #electronic engineering #information engineering
  6. Poisson Inverse Problems by the Plug-and-Play scheme
    2015/11/08 by Rond, Arie, Giryes, Raja, Elad, Michael · 5 citations
    #47N10 #49N45 #65J22 #68U10 #94A08 #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC)
  7. Do Perceptually Aligned Gradients Imply Adversarial Robustness?
    2022/07/22 by Roy Ganz, Bahjat Kawar, Ganz, Roy +3 · 6 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  8. Convolutional Neural Networks Analyzed via Convolutional Sparse Coding
    2016/07/27 by Vardan Papyan, Yaniv Romano, Papyan, Vardan +3 · 3 citations
    Computer Science · Engineering · #Blind Source Separation Techniques #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques
  9. A Deep Learning Approach to Block-based Compressed Sensing of Images
    2016/06/05 by Amir Adler, Adler, Amir, David Boublil +5 · 5 citations
    Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Image and Signal Denoising Methods #Blind Source Separation Techniques
  10. GSURE-Based Diffusion Model Training with Corrupted Data
    2023/05/22 by Bahjat Kawar, Noam Elata, Kawar, Bahjat +5 · 5 citations
    Computer Science · Medicine · #Advanced Mathematical Modeling in Engineering #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  11. DeepRED: Deep Image Prior Powered by RED
    2019/03/25 by Mataev, Gary, Elad, Michael, Milanfar, Peyman · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  12. Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration
    2024/10/01 by Guy Ohayon, Tomer Michaeli, Ohayon, Guy +3 · 9 citations
    Computer Science · #Advanced Image Processing Techniques #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #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) #Signal Processing (eess.SP) #electronic engineering #information engineering
  13. The Rate-Distortion-Accuracy Tradeoff: JPEG Case Study
    2020/08/03 by Luo, Xiyang, Talebi, Hossein, Yang, Feng +2 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #I.4.2 #I.5.1 #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  14. Stochastic Image Denoising by Sampling from the Posterior Distribution
    2021/01/23 by Kawar, Bahjat, Vaksman, Gregory, Elad, Michael · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  15. Principal Uncertainty Quantification with Spatial Correlation for Image Restoration Problems
    2023/05/17 by Omer Belhasin, Belhasin, Omer, Yaniv Romano +7 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Image Processing Techniques #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  16. Convolutional Dictionary Learning via Local Processing
    2017/05/09 by Papyan, Vardan, Romano, Yaniv, Sulam, Jeremias +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  17. Compressed Image Generation with Denoising Diffusion Codebook Models
    2025/02/03 by Guy Ohayon, H Manor, Ohayon, Guy +5 · 8 citations
    Computer Science · #Medical Image Segmentation Techniques #Image and Signal Denoising Methods
  18. Deep K-SVD Denoising
    2019/09/28 by Scetbon, Meyer, Elad, Michael, Milanfar, Peyman · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  19. Patch Craft: Video Denoising by Deep Modeling and Patch Matching
    2021/03/25 by Gregory Vaksman, Vaksman, Gregory, Michael Elad +3 · 2 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image and Signal Denoising Methods #Sparse and Compressive Sensing Techniques
  20. CLIPAG: Towards Generator-Free Text-to-Image Generation
    2023/06/29 by Roy Ganz, Ganz, Roy, Michael Elad +1 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  21. PSC: Posterior Sampling-Based Compression
    2024/07/13 by Noam Elata, Tomer Michaeli, Elata, Noam +3 · 4 citations
    Computer Science · Medicine · #Advanced Data Compression Techniques #Medical Imaging Techniques and Applications #Advanced Image Processing Techniques
  22. SILO: Solving Inverse Problems with Latent Operators
    2025/01/20 by Raphaeli, Ron, Man, Sean, Elad, Michael · 5 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  23. Nested Diffusion Processes for Anytime Image Generation
    2023/05/30 by Noam Elata, Bahjat Kawar, Elata, Noam +5 · 2 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Domain Adaptation and Few-Shot Learning
  24. Compressed Learning: A Deep Neural Network Approach
    2016/10/30 by Amir Adler, Michael Elad, Adler, Amir +3 · 1 citation
    Computer Science · Engineering · #Analog and Mixed-Signal Circuit Design #Blind Source Separation Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Sparse and Compressive Sensing Techniques
  25. Multi-Layer Sparse Coding: The Holistic Way
    2018/04/25 by Aberdam, Aviad, Sulam, Jeremias, Elad, Michael · 1 citation
    #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
  26. Uncertainty-Aware PPG-2-ECG for Enhanced Cardiovascular Diagnosis using Diffusion Models
    2024/05/19 by Omer Belhasin, Idan Kligvasser, Belhasin, Omer +17 · 3 citations
    Medicine · #ECG Monitoring and Analysis
  27. Proxies for Distortion and Consistency with Applications for Real-World Image Restoration
    2025/01/21 by Sean Man, Man, Sean, Guy Ohayon +5 · 4 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #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
  28. Enhancing Consistency-Based Image Generation via Adversarialy-Trained Classification and Energy-Based Discrimination
    2024/05/25 by Shelly Golan, Roy Ganz, Golan, Shelly +3 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  29. Text-to-Image Generation Via Energy-Based CLIP
    2024/08/30 by Ganz, Roy, Elad, Michael · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  30. Enhancing Diffusion-Based Image Synthesis with Robust Classifier Guidance
    2022/08/18 by Bahjat Kawar, Kawar, Bahjat, Roy Ganz +3 · 1 citation
    Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Model Reduction and Neural Networks
  31. Threat Model-Agnostic Adversarial Defense using Diffusion Models
    2022/07/17 by Tsachi Blau, Roy Ganz, Blau, Tsachi +7 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  32. Acceleration of RED via Vector Extrapolation
    2018/05/06 by Hong, Tao, Romano, Yaniv, Elad, Michael · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC)
  33. JPEG Artifact Correction using Denoising Diffusion Restoration Models
    2022/09/23 by Kawar, Bahjat, Song, Jiaming, Ermon, Stefano +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  34. Patch-Craft Self-Supervised Training for Correlated Image Denoising
    2022/11/17 by Vaksman, Gregory, Elad, Michael · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  35. Early Time Classification with Accumulated Accuracy Gap Control
    2024/02/01 by Liran Ringel, Ringel, Liran, Regev Cohen +7 · 1 citation
    Engineering · #Advanced Algorithms and Applications #Control Systems and Identification #FOS: Computer and information sciences #Hydraulic and Pneumatic Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  36. Deep Optimal Transport: A Practical Algorithm for Photo-realistic Image Restoration
    2023/06/04 by Theo Adrai, Guy Ohayon, Adrai, Theo +5 · 1 citation
    Computer Science · #Advanced Image Processing Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Image and Video Quality Assessment
  37. DiffAR: Denoising Diffusion Autoregressive Model for Raw Speech Waveform Generation
    2023/10/02 by Roi Benita, Michael Elad, Benita, Roi +3 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  38. InvFusion: Bridging Supervised and Zero-shot Diffusion for Inverse Problems
    2025/04/02 by Elata, Noam, Chung, Hyungjin, Ye, Jong Chul +2 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  39. The Perception-Robustness Tradeoff in Deterministic Image Restoration
    2023/11/14 by Guy Ohayon, Tomer Michaeli, Ohayon, Guy +3 · 1 citation
    Computer Science · Engineering · #Advanced Image Processing Techniques #Sparse and Compressive Sensing Techniques #Photoacoustic and Ultrasonic Imaging
  40. Anchored Diffusion for Video Face Reenactment
    2024/07/21 by Kligvasser, Idan, Cohen, Regev, Leifman, George +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  41. Adaptive Compressed Sensing with Diffusion-Based Posterior Sampling
    2024/07/11 by Noam Elata, Elata, Noam, Tomer Michaeli +3 · 1 citation
    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 #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
  42. Perceptual Fairness in Image Restoration
    2024/05/22 by Guy Ohayon, Michael Elad, Ohayon, Guy +3 · 1 citation
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Image Processing Techniques #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) #Image and Video Quality Assessment #Machine Learning (cs.LG) #electronic engineering #information engineering
  43. Spectral Analysis of Diffusion Models with Application to Schedule Design
    2025/01/31 by Benita, Roi, Elad, Michael, Keshet, Joseph · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)