Sotabase

Career

· Senior Lecturer (Assistant Professor) of Computer Science, Ben-Gurion University of the Negev2017–
· Postdoctoral Researcher, University of California, Los Angeles (UCLA)2017–
· Software Intern, ETH Zurich2013–2013
· Ph.D. Candidate, Technion - Israel Institute of Technology2011–2017
· Research Assistant, Technion - Israel Institute of Technology2011–
· Software Engineer, Elbit Systems LTD.2010–2011
· Bachelor of Science, Technion - Israel Institute of Technology2010–
· Programmer (Student Position), Elbit Systems LTD.2007–2010
· Researcher, International Computer Science Institute (ICSI), UC Berkeley

Publications (49)

Forecasting Sequential Data using Consistent Koopman Autoencoders
International Conference on Machine Learning · 2020
189
cited
Map-based exploration of intrinsic shape differences and variability
ACM Transactions on Graphics · 2013
161
cited
Lipschitz Recurrent Neural Networks
International Conference on Learning Representations · 2020
124
cited
Eurographics Symposium on Geometry Processing 2013 an Operator Approach to Tangent Vector Field Processing
68
cited
Consistent Dynamic Mode Decomposition
SIAM Journal on Applied Dynamical Systems · 2019
49
cited
Functional Fluids on Surfaces
Computer graphics forum (Print) · 2014
44
cited
Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs
International Conference on Learning Representations · 2023
44
cited
Discrete Derivatives of Vector Fields on Surfaces -- An Operator Approach
ACM Transactions on Graphics · 2015
42
cited
Elastic Correspondence between Triangle Meshes
Computer graphics forum (Print) · 2019
40
cited
Functional Thin Films on Surfaces
IEEE Transactions on Visualization and Computer Graphics · 2015
36
cited
Consistent functional cross field design for mesh quadrangulation
ACM Transactions on Graphics · 2017
33
cited
Utilizing Image Transforms and Diffusion Models for Generative Modeling of Short and Long Time Series
Neural Information Processing Systems · 2024
33
cited
Multifactor Sequential Disentanglement via Structured Koopman Autoencoders
International Conference on Learning Representations · 2023
27
cited
An Elastic Basis for Spectral Shape Correspondence
International Conference on Computer Graphics and Interactive Techniques · 2023
18
cited
Advection‐Based Function Matching on Surfaces
Computer graphics forum (Print) · 2016
14
cited
Learning Physics for Unveiling Hidden Earthquake Ground Motions via Conditional Generative Modeling
arXiv.org · 2024
14
cited
An Operator Theoretic Approach for Analyzing Sequence Neural Networks
AAAI Conference on Artificial Intelligence · 2021
13
cited
Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive Estimation
International Conference on Machine Learning · 2023
12
cited
A Koopman Approach to Understanding Sequence Neural Models
arXiv.org · 2021
11
cited
Data Representations' Study of Latent Image Manifolds
International Conference on Machine Learning · 2023
10
cited
Sotabase
Omri Azencot | Researcher Profile | Sotabase | Sotabase