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ORCIDOmri Azencot
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2020 – today
- 2024
[c11]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- [c10]Nimrod Berman, Ilan Naiman, Idan Arbiv, Gal Fadlon, Omri Azencot:
Sequential Disentanglement by Extracting Static Information From A Single Sequence Element. ICML 2024 - [c9]Ilya Kaufman, Omri Azencot:
First-Order Manifold Data Augmentation for Regression Learning. ICML 2024 - [i16]Nimrod Berman, Eitan Kosman, Dotan Di Castro, Omri Azencot:
Generative Modeling of Graphs via Joint Diffusion of Node and Edge Attributes. CoRR abs/2402.04046 (2024) - [i15]Liran Nochumsohn, Omri Azencot:
Data Augmentation Policy Search for Long-Term Forecasting. CoRR abs/2405.00319 (2024) - [i14]Ilya Kaufman, Omri Azencot:
First-Order Manifold Data Augmentation for Regression Learning. CoRR abs/2406.10914 (2024) - [i13]Nimrod Berman, Ilan Naiman, Idan Arbiv, Gal Fadlon, Omri Azencot:
Sequential Disentanglement by Extracting Static Information From A Single Sequence Element. CoRR abs/2406.18131 (2024) - [i12]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 abs/2407.15089 (2024) - 2023
- [c8]Ilan Naiman, Omri Azencot:
An Operator Theoretic Approach for Analyzing Sequence Neural Networks. AAAI 2023: 9268-9276 - [c7]Nimrod Berman, Ilan Naiman, Omri Azencot:
Multifactor Sequential Disentanglement via Structured Koopman Autoencoders. ICLR 2023 - [c6]Ilya Kaufman, Omri Azencot:
Data Representations' Study of Latent Image Manifolds. ICML 2023: 15928-15945 - [c5]Ilan Naiman, Nimrod Berman, Omri Azencot:
Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive Estimation. ICML 2023: 25694-25717 - [c4]Florine Hartwig
, Josua Sassen, Omri Azencot, Martin Rumpf, Mirela Ben-Chen:
An Elastic Basis for Spectral Shape Correspondence. SIGGRAPH (Conference Paper Track) 2023: 58:1-58:11 - [i11]Nimrod Berman, Ilan Naiman, Omri Azencot:
Multifactor Sequential Disentanglement via Structured Koopman Autoencoders. CoRR abs/2303.17264 (2023) - [i10]Ilan Naiman, Nimrod Berman, Omri Azencot:
Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive Estimation. CoRR abs/2305.15924 (2023) - [i9]Ilya Kaufman, Omri Azencot:
Data Representations' Study of Latent Image Manifolds. CoRR abs/2305.19730 (2023) - [i8]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 abs/2310.02619 (2023) - 2022
- [i7]Jack W. Miller, Charles O'Neill, Navid C. Constantinou, Omri Azencot:
Eigenvalue initialisation and regularisation for Koopman autoencoders. CoRR abs/2212.12086 (2022) - 2021
- [j13]Omri Azencot, Rongjie Lai:
A Data-Driven Approach to Functional Map Construction and Bases Pursuit. Comput. Graph. Forum 40(5): 97-110 (2021) - [j12]Ido Cohen, Omri Azencot, Pavel Lifshits, Guy Gilboa:
Modes of Homogeneous Gradient Flows. SIAM J. Imaging Sci. 14(3): 913-945 (2021) - [c3]N. Benjamin Erichson, Omri Azencot, Alejandro F. Queiruga, Liam Hodgkinson, Michael W. Mahoney:
Lipschitz Recurrent Neural Networks. ICLR 2021 - [i6]Ilan Naiman, Omri Azencot:
A Koopman Approach to Understanding Sequence Neural Models. CoRR abs/2102.07824 (2021) - [i5]Omri Azencot, N. Benjamin Erichson, Mirela Ben-Chen, Michael W. Mahoney:
A Differential Geometry Perspective on Orthogonal Recurrent Models. CoRR abs/2102.09589 (2021) - 2020
- [c2]Omri Azencot, N. Benjamin Erichson, Vanessa Lin, Michael W. Mahoney:
Forecasting Sequential Data Using Consistent Koopman Autoencoders. ICML 2020: 475-485 - [i4]Omri Azencot, N. Benjamin Erichson, Vanessa Lin, Michael W. Mahoney:
Forecasting Sequential Data using Consistent Koopman Autoencoders. CoRR abs/2003.02236 (2020) - [i3]N. Benjamin Erichson, Omri Azencot, Alejandro F. Queiruga, Michael W. Mahoney:
Lipschitz Recurrent Neural Networks. CoRR abs/2006.12070 (2020) - [i2]Ido Cohen, Omri Azencot, Pavel Lifshitz, Guy Gilboa:
Mode Decomposition for Homogeneous Symmetric Operators. CoRR abs/2007.01534 (2020)
2010 – 2019
- 2019
- [j11]Danielle Ezuz, Behrend Heeren, Omri Azencot, Martin Rumpf, Mirela Ben-Chen:
Elastic Correspondence between Triangle Meshes. Comput. Graph. Forum 38(2): 121-134 (2019) - [j10]Omri Azencot, Anastasia Dubrovina, Leonidas J. Guibas:
Consistent Shape Matching via Coupled Optimization. Comput. Graph. Forum 38(5): 13-25 (2019) - [j9]Omri Azencot, Wotao Yin, Andrea L. Bertozzi:
Consistent Dynamic Mode Decomposition. SIAM J. Appl. Dyn. Syst. 18(3): 1565-1585 (2019) - [i1]Omri Azencot, Rongjie Lai:
Shape Analysis via Functional Map Construction and Bases Pursuit. CoRR abs/1909.13200 (2019) - 2018
- [j8]Omri Azencot, Orestis Vantzos, Mirela Ben-Chen:
An explicit structure-preserving numerical scheme for EPDiff. Comput. Graph. Forum 37(5): 107-119 (2018) - 2017
- [b1]Omri Azencot:
Operator Representations in Geometry Processing. Technion - Israel Institute of Technology, Israel, 2017 - [j7]Omri Azencot, Etienne Corman, Mirela Ben-Chen, Maks Ovsjanikov:
Consistent functional cross field design for mesh quadrangulation. ACM Trans. Graph. 36(4): 92:1-92:13 (2017) - [j6]Orestis Vantzos, Omri Azencot, Max Wardetzky, Martin Rumpf, Mirela Ben-Chen:
Functional Thin Films on Surfaces. IEEE Trans. Vis. Comput. Graph. 23(3): 1179-1192 (2017) - 2016
- [j5]Omri Azencot, Orestis Vantzos, Mirela Ben-Chen:
Advection-Based Function Matching on Surfaces. Comput. Graph. Forum 35(5): 55-64 (2016) - 2015
- [j4]Omri Azencot, Maks Ovsjanikov, Frédéric Chazal, Mirela Ben-Chen:
Discrete Derivatives of Vector Fields on Surfaces - An Operator Approach. ACM Trans. Graph. 34(3): 29:1-29:13 (2015) - [c1]Omri Azencot, Orestis Vantzos, Max Wardetzky, Martin Rumpf, Mirela Ben-Chen:
Functional thin films on surfaces. Symposium on Computer Animation 2015: 137-146 - 2014
- [j3]Omri Azencot, Steffen Weißmann, Maks Ovsjanikov, Max Wardetzky, Mirela Ben-Chen:
Functional Fluids on Surfaces. Comput. Graph. Forum 33(5): 237-246 (2014) - 2013
- [j2]Omri Azencot, Mirela Ben-Chen, Frédéric Chazal, Maks Ovsjanikov:
An Operator Approach to Tangent Vector Field Processing. Comput. Graph. Forum 32(5): 73-82 (2013) - [j1]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): 72:1-72:12 (2013)
Coauthor Index
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last updated on 2024-09-04 01:20 CEST by the dblp team
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