← Authors

Meirav Galun

19 papers · 2006–2025 · 6 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) πŸƒ Academic Marathon (19) 🐝 Cross-Pollinator (9) 🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (40) 🀝 Dynamic Duo (15) πŸ† Keyword Champion 🧬 Topic Evolution πŸš€ Conference Pioneer πŸ’Ž Century Club (19) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (92) πŸ”₯ Unstoppable (7) ⚑ Prolific Year (5)

Conferences

NIPS (5) CVPR (4) ICCV (4) ICML (3) ICLR (2) JMLR (1)

Top co-authors

Ronen Basri (15) Amnon Geifman (8) Yoni Kasten (8) Dror Moran (4) Basri Ronen (3) Irad Yavneh (3) David Jacobs (3) Haggai Maron (2) Boaz Nadler (2) Fadi Khatib (2)

Keywords

structure from motion (6) neural tangent kernel (4) fundamental matrix (3) kernel methods (3) essential matrix (3) eigenvalue decay (2) camera matrix (2) camera pose (2) reproducing kernel hilbert space (2) multiview geometry (2) numerical solver (2) energy minimization (1) convex optimization (1) neural rendering (1) theoretical limitations (1) spectral clustering (1) 3d reconstruction (1) graph theory (1) gaussian process (1) point matching (1)

Papers

RESfM: Robust Deep Equivariant Structure from Motion ICLR 2025
Spectral Analysis of the Neural Tangent Kernel for Deep Residual Networks JMLR 2024
Consensus Learning with Deep Sets for Essential Matrix Estimation NIPS 2024
A Kernel Perspective of Skip Connections in Convolutional Networks ICLR 2023
On the Spectral Bias of Convolutional Neural Tangent and Gaussian Process Kernels NIPS 2022
Deep Permutation Equivariant Structure From Motion ICCV 2021
Frequency Bias in Neural Networks for Input of Non-Uniform Density ICML 2020
Learning Algebraic Multigrid Using Graph Neural Networks ICML 2020
Multiview Neural Surface Reconstruction by Disentangling Geometry and Appearance NIPS 2020
Averaging Essential and Fundamental Matrices in Collinear Camera Settings CVPR 2020
On the Similarity between the Laplace and Neural Tangent Kernels NIPS 2020
Algebraic Characterization of Essential Matrices and Their Averaging in Multiview Settings ICCV 2019
GPSfM: Global Projective SFM Using Algebraic Constraints on Multi-View Fundamental Matrices CVPR 2019
Learning to Optimize Multigrid PDE Solvers ICML 2019
A New Rank Constraint on Multi-View Fundamental Matrices, and Its Application to Camera Location Recovery CVPR 2017
Fast Detection of Curved Edges at Low SNR CVPR 2016
A Multiscale Variable-Grouping Framework for MRF Energy Minimization ICCV 2015
Wide Baseline Stereo Matching With Convex Bounded Distortion Constraints ICCV 2015
Fundamental Limitations of Spectral Clustering NIPS 2006