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Tomer Michaeli

  1. Lumiere: A Space-Time Diffusion Model for Video Generation
    2024/01/23 by Omer Bar-Tal, Bar-Tal, Omer, Hila Chefer +31 · 5 voices · 102 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Vision and Imaging
  2. SinGAN: Learning a Generative Model from a Single Natural Image
    2019/05/02 by Tamar Rott Shaham, Shaham, Tamar Rott, Tali Dekel +3 · 1 voice · 20 citations
    #cs.CV
  3. The Perception-Distortion Tradeoff
    2017/11/16 by Yochai Blau, Tomer Michaeli · 2 voices · 142 citations
    Computer Science · #Advanced Image Processing Techniques #Image and Video Quality Assessment #Image and Signal Denoising Methods
  4. An Edit Friendly DDPM Noise Space: Inversion and Manipulations
    2023/04/12 by Inbar Huberman-Spiegelglas, Huberman-Spiegelglas, Inbar, В. А. Куликов +3 · 58 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Music and Audio Processing
  5. Deep-STORM: super-resolution single-molecule microscopy by deep learning
    2018/01/29 by Elias Nehme, Lucien E. Weiss, Tomer Michaeli +1 · 2 voices · 8 citations
    Biochemistry, Genetics and Molecular Biology · Engineering · Physics and Astronomy · #Advanced Electron Microscopy Techniques and Applications #Advanced Fluorescence Microscopy Techniques #Image Processing Techniques and Applications #physics.optics
  6. Zero-Shot Unsupervised and Text-Based Audio Editing Using DDPM Inversion
    2024/02/15 by H Manor, Tomer Michaeli, Manor, Hila +1 · 25 citations
    Computer Science · #Speech Recognition and Synthesis #Music and Audio Processing
  7. SinDDM: A Single Image Denoising Diffusion Model
    2022/11/29 by В. А. Куликов, Kulikov, Vladimir, Shahar Yadin +5 · 8 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Image and Signal Denoising Methods
  8. TokenVerse: Versatile Multi-concept Personalization in Token Modulation Space
    2025/01/21 by Daniel Garibi, Shahar Yadin, Garibi, Daniel +15 · 19 citations
    Computer Science · #Advanced Malware Detection Techniques #Computer Vision and Pattern Recognition (cs.CV) #Embedded Systems Design Techniques #FOS: Computer and information sciences #Video Analysis and Summarization
  9. Slicedit: Zero-Shot Video Editing With Text-to-Image Diffusion Models Using Spatio-Temporal Slices
    2024/05/20 by Nathaniel A. Cohen, В. А. Куликов, Cohen, Nathaniel +7 · 11 citations
    Computer Science · #Video Analysis and Summarization #Generative Adversarial Networks and Image Synthesis
  10. On the Posterior Distribution in Denoising: Application to Uncertainty Quantification
    2023/09/24 by H Manor, Manor, Hila, Tomer Michaeli +1 · 8 citations
    Computer Science · #Computational Physics and Python Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  11. GSURE-Based Diffusion Model Training with Corrupted Data
    2023/05/22 by Bahjat Kawar, Noam Elata, Kawar, Bahjat +5 · 6 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
  12. Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration
    2024/10/01 by Guy Ohayon, Tomer Michaeli, Ohayon, Guy +3 · 11 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. A Theory of the Distortion-Perception Tradeoff in Wasserstein Space
    2021/07/06 by Dror Freirich, Tomer Michaeli, Freirich, Dror +3 · 4 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Image and Signal Denoising Methods #Advanced Image Fusion Techniques
  14. The Implicit Bias of Minima Stability in Multivariate Shallow ReLU Networks
    2023/06/30 by Mor Shpigel Nacson, Rotem Mulayoff, Nacson, Mor Shpigel +7 · 5 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Neural Networks and Applications #Stochastic Gradient Optimization Techniques
  15. Nonparametric Canonical Correlation Analysis
    2015/11/16 by Tomer Michaeli, Weiran Wang, Michaeli, Tomer +3 · 3 citations
    Computer Science · #Advanced Statistical Modeling Techniques #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  16. 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
  17. PSC: Posterior Sampling-Based Compression
    2024/07/13 by Noam Elata, Elata, Noam, Tomer Michaeli +3 · 4 citations
    Computer Science · Medicine · #Advanced Data Compression Techniques #Medical Imaging Techniques and Applications #Advanced Image Processing Techniques
  18. Alias-Free Convnets: Fractional Shift Invariance via Polynomial Activations
    2023/03/14 by Hagay Michaeli, Michaeli, Hagay, Tomer Michaeli +3 · 3 citations
    Computer Science · Engineering · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Model Reduction and Neural Networks #electronic engineering #information engineering
  19. 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
  20. Exact Mean Square Linear Stability Analysis for SGD
    2023/06/13 by Rotem Mulayoff, Mulayoff, Rotem, Tomer Michaeli +1 · 2 citations
    Computer Science · Decision Sciences · #Stochastic Gradient Optimization Techniques #Machine Learning and ELM #Advanced Bandit Algorithms Research
  21. Deep Optimal Transport: A Practical Algorithm for Photo-realistic Image Restoration
    2023/06/04 by Theo Adrai, Adrai, Theo, Guy Ohayon +5 · 2 citations
    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
  22. Uncertainty Quantification via Neural Posterior Principal Components
    2023/09/27 by Elias Nehme, Omer Yair, Nehme, Elias +3 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #electronic engineering #information engineering
  23. The Perception-Robustness Tradeoff in Deterministic Image Restoration
    2023/11/14 by Guy Ohayon, Tomer Michaeli, Ohayon, Guy +3 · 2 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Sparse and Compressive Sensing Techniques #Photoacoustic and Ultrasonic Imaging
  24. Hierarchical Uncertainty Exploration via Feedforward Posterior Trees
    2024/05/24 by Elias Nehme, Rotem Mulayoff, Nehme, Elias +3 · 2 citations
    Computer Science · #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) #Machine Learning (stat.ML) #Time Series Analysis and Forecasting #electronic engineering #information engineering
  25. The Expected Loss of Preconditioned Langevin Dynamics Reveals the Hessian Rank
    2024/02/21 by Amitay Bar, Bar, Amitay, Rotem Mulayoff +5 · 1 citation
    Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantum many-body systems #Spectroscopy and Quantum Chemical Studies
  26. From Posterior Sampling to Meaningful Diversity in Image Restoration
    2023/10/24 by Noa Cohen, Cohen, Noa, H Manor +5 · 1 citation
    Computer Science · Earth and Planetary Sciences · Physics and Astronomy · #3D Surveying and Cultural Heritage #Advanced Image Processing Techniques #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) #Machine Learning (cs.LG) #electronic engineering #information engineering
  27. Uncertainty Visualization via Low-Dimensional Posterior Projections
    2023/12/12 by Omer Yair, Yair, Omer, Elias Nehme +3 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference
  28. Classification Diffusion Models: Revitalizing Density Ratio Estimation
    2024/02/15 by Shahar Yadin, Yadin, Shahar, Noam Elata +3 · 1 citation
    Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques
  29. 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
  30. 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
  31. When Diffusion Models Memorize: Inductive Biases in Probability Flow of Minimum-Norm Shallow Neural Nets
    2025/06/23 by Chen Zeno, Zeno, Chen, H Manor +9 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications