Meirav Galun

University of Trento — Italy

Computer Science · Physical Sciences

26h-index3.3kcitations82works0.52yr avg
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Research Topics

Advanced Vision and Imaging(25), Medical Image Segmentation Techniques(21), Robotics and Sensor-Based Localization(14), Advanced Image and Video Retrieval Techniques(10), Image Retrieval and Classification Techniques(9)

Publications82 total

Corrigendum to “Fully automated quantitative lung ultrasound spectroscopy for the differential diagnosis of lung diseases: The first multicenter in-vivo clinical study” [Comput. Biol. Med. (200), 1 January 2026, 111365]
Computers in Biology and Medicine·2026Open Access
Querying Kernel Methods Suffices for Reconstructing their Training Data
arXiv (Cornell University)·2025Open Access
Leveraging Image Matching Toward End-to-End Relative Camera Pose Regression
Lecture notes in computer science·2025· 3 cited
On the Reconstruction of Training Data from Group Invariant Networks
arXiv (Cornell University)·2024Open Access
Unveiling bias in AI model training data: exploring the impact of intrinsic data variability on lung ultrasound video classification models
OpenBU (Boston University)·2024
Consensus Learning with Deep Sets for Essential Matrix Estimation
arXiv (Cornell University)·2024Open Access
RESfM: Robust Deep Equivariant Structure from Motion
arXiv (Cornell University)·2024· 1 citedOpen Access
Consensus Learning with Deep Sets for Essential Matrix Estimation
2024
A Statistical Approach to Estimate Seismic Monitoring Stations’ Biases and Error Levels
Bulletin of the Seismological Society of America·2023· 3 cited
Improving myelin water mapping using a new data-driven paradigm for multicomponent analysis of T2 relaxation times
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2023
Controlling the Inductive Bias of Wide Neural Networks by Modifying the Kernel's Spectrum
arXiv (Cornell University)·2023Open Access
Attention Based Multi-Label Classification of Diabetic Retinopathy from Optical Coherence Tomography
2023
Fast and accurate T2 mapping using Bloch simulations and low-rank plus sparse matrix decomposition
Magnetic Resonance Imaging·2023· 3 cited
A Kernel Perspective of Skip Connections in Convolutional Networks
arXiv (Cornell University)·2022· 3 citedOpen Access
Leveraging Image Matching Toward End-to-End Relative Camera Pose Regression
arXiv (Cornell University)·2022· 2 citedOpen Access
On the Spectral Bias of Convolutional Neural Tangent and Gaussian Process Kernels
arXiv (Cornell University)·2022· 5 citedOpen Access
Data‐driven algorithm for myelin water imaging: Probing subvoxel compartmentation based on identification of spatially global tissue features
Magnetic Resonance in Medicine·2021· 8 cited
Integrating Domain Knowledge Into Deep Networks for Lung Ultrasound With Applications to COVID-19
IEEE Transactions on Medical Imaging·2021· 73 citedOpen Access
Deep Permutation Equivariant Structure from Motion
2021 IEEE/CVF International Conference on Computer Vision (ICCV)·2021Open Access
Point of Care Image Analysis for COVID-19
2021Open Access
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Frequent Co-authors

Ronen Basri(33), Achi Brandt(17), Yoni Kasten(7), Amnon Geifman(6), Sharon Alpert(5), Yaron Lipman(5), Ayelet Akselrod-Ballin(5), Shai Bagon(5), E. Sharon(4), Boaz Nadler(4), Irad Yavneh(4), Haggai Maron(3), David Jacobs(3), Lena Gorelick(2), Lior Yariv(2), Dror Moran(2), Matan Atzmon(2), Daniel Gläsner(2), Gregory Shakhnarovich(2), Dan Kushnir(2)