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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ALL PUBLICATIONS »
    • Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs

      Naiman, Erichson, Ren, Mahoney, Azencot

    • Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive Estimation

      Naiman*, Berman*, Azencot

    • Data Representations’ Study of Latent Image Manifolds

      Kaufman, Azencot

    • An Elastic Basis for Spectral Shape Correspondence

      Hartwig, Sassen, Azencot, Rumpf, Ben-Chen

    • Multifactor Sequential Disentanglement via Structured Koopman Autoencoders

      Berman*, Naiman*, Azencot

    • An Operator Theoretic Approach for Analyzing Sequence Neural Networks

      Naiman, Azencot

    • A Differential Geometry Perspective on Orthogonal Recurrent Models

      Azencot, Erichson, Ben-Chen, Mahoney

    • Lipschitz Recurrent Neural Networks

      Erichson, Azencot, Queiruga, Hodgkinson, Mahoney

    • Modes of Homogeneous Gradient Flows

      Cohen, Azencot, Lifshits, Gilboa

    • Forecasting Sequential Data Using Consistent Koopman Autoencoders

      Azencot, Erichson, Lin, Mahoney

    • Operator-Based Representations of Discrete Tangent Vector Fields

      Ben-Chen, Azencot

    • A Data-Driven Approach to Functional Map Construction and Bases Pursuit

      Azencot, Lai

    • Consistent Dynamic Mode Decomposition

      Azencot, Yin, Bertozzi

    • Consistent Shape Matching via Coupled Optimization

      Azencot, Dubrovina, Guibas

    • Elastic Correspondence between Triangle Meshes

      Ezuz, Heeren, Azencot, Rumpf, Ben-Chen

    • An explicit structure-preserving numerical scheme for EPDiff

      Azencot, Vantzos, Ben-Chen

    • Consistent Functional Cross Field Design for Mesh Quadrangulation

      Azencot, Corman, Ben-Chen, Ovsjanikov

    • Functional Thin Films on Surfaces (journal version)

      Vantzos, Azencot, Wardetzky, Rumpf, Ben-Chen

    ALL PUBLICATIONS »

    ALL NEWS »
      • One paper was accepted to ICLR’24
        Jan17Comments 0

        One paper was accepted to ICLR’24

        One paper was accepted to ICLR'24: Generative Modeling of Regular and Irregular Time Series Data…

      • Two Students on Dean’s List
        May04Comments 0

        Two Students on Dean’s List

        Ilan Naiman (a PhD student) and Nimrod Berman (an MSc student) have received an excellence…

      • Two papers accepted to ICML’23!
        Apr25Comments 0

        Two papers accepted to ICML’23!

        Two papers accepted to ICML'23: 1. "Sample and Predict Your Latent: Modality-free Sequential Disentanglement via…

      • One paper conditionally accepted to SIGGRAPH’23
        Mar25Comments 0

        One paper conditionally accepted to SIGGRAPH’23

      • One paper accepted to ICLR’23 as notable-top-25%!!
        Feb03Comments 0

        One paper accepted to ICLR’23 as notable-top-25%!!

        One paper was accepted to ICLR'23 as notable-top-25% (previously, spotlight): Multifactor Sequential Disentanglement via Structured…

      • One paper accepted to AAAI’23
        Nov19Comments 0

        One paper accepted to AAAI’23

        One paper was accepted to AAAI'23: An Operator Theoretic Approach for Analyzing Sequence Neural Networks

      ALL NEWS »
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