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Omri Azencot — most-cited papers & profile · Time Series
← authors
·
overview
Omri Azencot
12
papers ·
38
citations ·
13
h-index
Ben-Gurion University of the Negev · International Computer Science Institute
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Forecasting Sequential Data using Consistent Koopman Autoencoders
2020 · 31 citations
Utilizing Image Transforms and Diffusion Models for Generative Modeling of Short and Long Time Series
2024 · 3 citations
Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs
2023 · 2 citations
Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach
2025 · 1 citations
Analyzing Deep Transformer Models for Time Series Forecasting via Manifold Learning
2024 · 1 citations
A Diffusion Model for Regular Time Series Generation from Irregular Data with Completion and Masking
2025
Super-Linear: A Lightweight Pretrained Mixture of Linear Experts for Time Series Forecasting
2025
A Multi-Task Learning Approach to Linear Multivariate Forecasting
2025
Data Augmentation Policy Search for Long-Term Forecasting
2024
Beyond Data Scarcity: A Frequency-Driven Framework for Zero-Shot Forecasting
2024
Top co-authors
Liran Nochumsohn
· 4
Ilan Naiman
· 3
Nimrod Berman
· 3
Gal Fadlon
· 2
Hedi Zisling
· 2
Idan Arbiv
· 2
Itai Pemper
· 2
Michael W. Mahoney
· 2
N. Benjamin Erichson
· 2
Dotan Di Castro
· 1
Ilya Kaufman
· 1
Michal Moshkovitz
· 1
Topics
cs.LG
Transformer Forecasters
Linear & Patch Models
Domain — Healthcare
Domain — Finance
Foundation Models
Domain — Energy/Weather
Anomaly Detection
physics.comp-ph
math.DS