Omri Azencot

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 32

Top Topics

Data Representations

Shape Correspondence

Top Venues

Comput. Graph. Forum

Publications

Nimrod Berman, Eitan Kosman, Dotan Di Castro, Omri Azencot
Generative Modeling of Graphs via Joint Diffusion of Node and Edge Attributes. CoRR (2024)
Pu Ren, Rie Nakata, Maxime Lacour, Ilan Naiman, Nori Nakata, Jialin Song, Zhengfa Bi, Osman Asif Malik, Dmitriy Morozov, Omri Azencot, N. Benjamin Erichson, Michael W. Mahoney
Learning Physics for Unveiling Hidden Earthquake Ground Motions via Conditional Generative Modeling. CoRR (2024)
Ilya Kaufman, Omri Azencot
First-Order Manifold Data Augmentation for Regression Learning. CoRR (2024)
Nimrod Berman, Ilan Naiman, Idan Arbiv, Gal Fadlon, Omri Azencot
Sequential Disentanglement by Extracting Static Information From A Single Sequence Element. CoRR (2024)
Liran Nochumsohn, Omri Azencot
Data Augmentation Policy Search for Long-Term Forecasting. CoRR (2024)
Ilan Naiman, N. Benjamin Erichson, Pu Ren, Michael W. Mahoney, Omri Azencot
Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs. ICLR (2024)
Ilya Kaufman, Omri Azencot
Data Representations' Study of Latent Image Manifolds. ICML (2023)
Ilan Naiman, Nimrod Berman, Omri Azencot
Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive Estimation. ICML (2023)
Ilan Naiman, Omri Azencot
An Operator Theoretic Approach for Analyzing Sequence Neural Networks. AAAI (2023)
Florine Hartwig, Josua Sassen, Omri Azencot, Martin Rumpf, Mirela Ben-Chen
An Elastic Basis for Spectral Shape Correspondence. SIGGRAPH (Conference Paper Track) (2023)
Ilan Naiman, Nimrod Berman, Omri Azencot
Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive Estimation. CoRR (2023)
Ilan Naiman, N. Benjamin Erichson, Pu Ren, Michael W. Mahoney, Omri Azencot
Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs. CoRR (2023)
Nimrod Berman, Ilan Naiman, Omri Azencot
Multifactor Sequential Disentanglement via Structured Koopman Autoencoders. CoRR (2023)
Nimrod Berman, Ilan Naiman, Omri Azencot
Multifactor Sequential Disentanglement via Structured Koopman Autoencoders. ICLR (2023)
Jack W. Miller, Charles O'Neill, Navid C. Constantinou, Omri Azencot
Eigenvalue initialisation and regularisation for Koopman autoencoders. CoRR (2022)
Ilan Naiman, Omri Azencot
A Koopman Approach to Understanding Sequence Neural Models. CoRR (2021)
Ido Cohen, Omri Azencot, Pavel Lifshits, Guy Gilboa
Modes of Homogeneous Gradient Flows. SIAM J. Imaging Sci. 14 (3) (2021)
Omri Azencot, Rongjie Lai
A Data-Driven Approach to Functional Map Construction and Bases Pursuit. Comput. Graph. Forum 40 (5) (2021)
N. Benjamin Erichson, Omri Azencot, Alejandro Queiruga, Liam Hodgkinson, Michael W. Mahoney
Lipschitz Recurrent Neural Networks. ICLR (2021)
Omri Azencot, N. Benjamin Erichson, Mirela Ben-Chen, Michael W. Mahoney
A Differential Geometry Perspective on Orthogonal Recurrent Models. CoRR (2021)
Omri Azencot, N. Benjamin Erichson, Vanessa Lin, Michael W. Mahoney
Forecasting Sequential Data Using Consistent Koopman Autoencoders. ICML (2020)
Ido Cohen, Omri Azencot, Pavel Lifshitz, Guy Gilboa
Mode Decomposition for Homogeneous Symmetric Operators. CoRR (2020)
Omri Azencot, N. Benjamin Erichson, Vanessa Lin, Michael W. Mahoney
Forecasting Sequential Data using Consistent Koopman Autoencoders. CoRR (2020)
N. Benjamin Erichson, Omri Azencot, Alejandro Queiruga, Michael W. Mahoney
Lipschitz Recurrent Neural Networks. CoRR (2020)
Omri Azencot, Rongjie Lai
Shape Analysis via Functional Map Construction and Bases Pursuit. CoRR (2019)
Omri Azencot, Wotao Yin, Andrea L. Bertozzi
Consistent Dynamic Mode Decomposition. SIAM J. Appl. Dyn. Syst. 18 (3) (2019)
Danielle Ezuz, Behrend Heeren, Omri Azencot, Martin Rumpf, Mirela Ben-Chen
Elastic Correspondence between Triangle Meshes. Comput. Graph. Forum 38 (2) (2019)
Omri Azencot, Anastasia Dubrovina, Leonidas J. Guibas
Consistent Shape Matching via Coupled Optimization. Comput. Graph. Forum 38 (5) (2019)
Omri Azencot, Orestis Vantzos, Mirela Ben-Chen
An explicit structure-preserving numerical scheme for EPDiff. Comput. Graph. Forum 37 (5) (2018)
Omri Azencot, Etienne Corman, Mirela Ben-Chen, Maks Ovsjanikov
Consistent functional cross field design for mesh quadrangulation. ACM Trans. Graph. 36 (4) (2017)
Orestis Vantzos, Omri Azencot, Max Wardetzky, Martin Rumpf, Mirela Ben-Chen
Functional Thin Films on Surfaces. IEEE Trans. Vis. Comput. Graph. 23 (3) (2017)
Omri Azencot, Orestis Vantzos, Mirela Ben-Chen
Advection-Based Function Matching on Surfaces. Comput. Graph. Forum 35 (5) (2016)
Omri Azencot, Orestis Vantzos, Max Wardetzky, Martin Rumpf, Mirela Ben-Chen
Functional thin films on surfaces. Symposium on Computer Animation (2015)
Omri Azencot, Maks Ovsjanikov, Frédéric Chazal, Mirela Ben-Chen
Discrete Derivatives of Vector Fields on Surfaces - An Operator Approach. ACM Trans. Graph. 34 (3) (2015)
Omri Azencot, Steffen Weißmann, Maks Ovsjanikov, Max Wardetzky, Mirela Ben-Chen
Functional Fluids on Surfaces. Comput. Graph. Forum 33 (5) (2014)
Omri Azencot, Mirela Ben-Chen, Frédéric Chazal, Maks Ovsjanikov
An Operator Approach to Tangent Vector Field Processing. Comput. Graph. Forum 32 (5) (2013)
Raif M. Rustamov, Maks Ovsjanikov, Omri Azencot, Mirela Ben-Chen, Frédéric Chazal, Leonidas J. Guibas
Map-based exploration of intrinsic shape differences and variability. ACM Trans. Graph. 32 (4) (2013)