Meirav Galun

1. Frequency Bias in Neural Networks for Input of Non-Uniform Density
   2020/03/10 by Ronen Basri, Basri, Ronen, Meirav Galun +9 · 22 citations
   Computer Science · Physics and Astronomy · #Stochastic Gradient Optimization Techniques #Neural Networks and Applications #Model Reduction and Neural Networks
2. Learning to Optimize Multigrid PDE Solvers
   2019/02/25 by Daniel Greenfeld, Meirav Galun, Greenfeld, Daniel +7 · 16 citations
   Computer Science · Engineering · Mathematics · #Advanced Numerical Methods in Computational Mathematics #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Numerical methods for differential equations
3. Learning Algebraic Multigrid Using Graph Neural Networks
   2020/03/12 by Ilay Luz, Meirav Galun, Luz, Ilay +7 · 10 citations
   Computer Science · Engineering · Physics and Astronomy · #Advanced Numerical Methods in Computational Mathematics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Matrix Theory and Algorithms #Model Reduction and Neural Networks
4. On the Similarity between the Laplace and Neural Tangent Kernels
   2020/07/03 by Amnon Geifman, Abhay Kumar Yadav, Geifman, Amnon +9 · 7 citations
   Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
5. On the Spectral Bias of Convolutional Neural Tangent and Gaussian Process Kernels
   2022/03/17 by Amnon Geifman, Geifman, Amnon, Meirav Galun +5 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Neural Networks and Applications
6. Spectral Analysis of the Neural Tangent Kernel for Deep Residual Networks
   2021/04/07 by Yuval Belfer, Amnon Geifman, Belfer, Yuval +5 · 2 citations
   Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Neural Networks and Applications
7. Controlling the Inductive Bias of Wide Neural Networks by Modifying the Kernel's Spectrum
   2023/07/26 by Amnon Geifman, Daniel Barzilai, Geifman, Amnon +5 · 3 citations
   Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Neural Networks and Applications
8. GPSfM: Global Projective SFM Using Algebraic Constraints on Multi-View\n Fundamental Matrices
   2018/12/02 by Yoni Kasten, Kasten, Yoni, Amnon Geifman +5 · 1 citation
   Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical measurement and interference techniques #Robotics and Sensor-Based Localization
9. A Kernel Perspective of Skip Connections in Convolutional Networks
   2022/11/27 by Daniel Barzilai, Amnon Geifman, Barzilai, Daniel +5 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Neural Networks and Applications #Human Pose and Action Recognition
10. Consensus Learning with Deep Sets for Essential Matrix Estimation
    2024/06/25 by Dror Moran, Yuval Margalit, Moran, Dror +9 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition