
I am a Senior Lecturer (Assistant Professor) in the Computer Science Department at Ben-Gurion University of the Negev. I am primarily interested in deep learning modeling of sequential information.
I am looking for students and postdocs, please contact me if you are interested!
Contact Info:
Ben-Gurion University of the Negev (BGU)
Computer Science Department
Alon Building, room 208
BGU, Beer-Sheva, Israel
Phone: +972 (8) 647-7879
Email: azencot@cs.bgu.ac.il
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Utilizing Image Transforms and Diffusion Models for Generative Modeling of Short and Long Time Series
Naiman*, Berman*, Pemper, Arbiv, Fadlon, Azencot
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Automated analysis of stereotypical movements in video recordings of children with Autism Spectrum Disorder
Barami, Manelis-Baram, Kaiser, Ilan, Slobodkin, Hadashi, Hadad, Waissengreen, Nitzan, Menashe, Michaelovsky, Begin, Zachor, Sadaka, Koler, Zagdon, Meiri, Azencot, Sharf, Dinstein
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Sequential Disentanglement by Extracting Static Information From A Single Sequence Element
Berman*, Naiman*, Arbiv*, Fadlon*, Azencot
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Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs
Naiman, Erichson, Ren, Mahoney, Azencot
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Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive Estimation
Naiman*, Berman*, Azencot
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A Differential Geometry Perspective on Orthogonal Recurrent Models
Azencot, Erichson, Ben-Chen, Mahoney
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- Sep25
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One paper accepted to NeurIPS’24!
One paper accepted to NeurIPS'24: "Utilizing Image Transforms and Diffusion Models for Generative Modeling of…
- Sep20
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One paper accepted to TMLR!
One paper was accepted to TMLR: "Geometric Analysis of Transformer Time Series Forecasting Latent Manifolds"…
- Jul16
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One paper accepted to JAMA Network!
One paper was accepted to JAMA Network: Automated identification and quantification of stereotypical movements from…
- Jun21
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Three students received BGU awards
Ilan Naiman (a PhD student) is on the Dean's list for PhD students (top 5%…
- May02
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Two papers accepted to ICML’24!
Two papers accepted to ICML’24: 1. "Sequential Disentanglement by Extracting Static Information From A Single…
- Jan17
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One paper was accepted to ICLR’24
One paper was accepted to ICLR'24: Generative Modeling of Regular and Irregular Time Series Data…
