SpaceJAM: A Lightweight and Regularization-free Method for Fast Joint Alignment of Images, European Conference on Computer Vision (ECCV) 2024
Regularization-free Diffeomorphic Temporal Alignment Nets, International Conference on Machine Learning (ICML) 2023
A Deep Moving-Camera Background Model, European Conference on Computer Vision (ECCV) 2022
Cyclic Diffeomorphic Transformer Nets for Contour Alignment, IEEE International Conference on Image Processing (ICIP) 2021
Diffeomorphic Temporal Alignment Nets, Thirty-third Conference on Neural Information Processing Systems (NeurIPS) 2019
Research Experience
Algorithm Researcher at BeyondMinds from 2019-2021.
Education
Ph.D. Candidate, Ben Gurion University, Department of Computer Science, supervised by Dr. Oren Freifeld; Master's in Cognitive Science, Ben Gurion University, VIL group, supervised by Dr. Oren Freifeld (Department of Computer Science) and Dr. Oren Shriki (Department of Brain and Cognitive Science).
Background
Research interests include time series analysis and computer vision, particularly in time series alignment and image registration. Worked as an algorithm researcher at BeyondMinds from 2019-2021.