Research output per year
Research output per year
Fingerprint
Dive into the research topics where Omri Azencot is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Data Augmentation Policy Search for Long-Term Forecasting
Nochumsohn, L. & Azencot, O., 1 Feb 2025, In: Transactions on Machine Learning Research. 2025-February, p. 1-29 29 p.Research output: Contribution to journal › Article › peer-review
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Reviving Life on the Edge: Joint Score-Based Graph Generation of Rich Edge Attributes
Berman, N., Kosman, E., Di Castro, D. & Azencot, O., 1 Jan 2025, In: Transactions on Machine Learning Research. 2025Research output: Contribution to journal › Article › peer-review
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Analyzing Deep Transformer Models for Time Series Forecasting via Manifold Learning
Kaufman, I. & Azencot, O., 1 Jan 2024, In: Transactions on Machine Learning Research. 2024Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Analyzing Deep Transformer Models for Time Series Forecasting via Manifold Learning
Kaufman, I. & Azencot, O., 17 Oct 2024, arXiv.Research output: Working paper/Preprint › Preprint
4 Downloads (Pure) -
Automated Analysis of Stereotypical Movements in Videos of Children With Autism Spectrum Disorder
Barami, T., Manelis-Baram, L., Kaiser, H., Ilan, M., Slobodkin, A., Hadashi, O., Hadad, D., Waissengreen, D., Nitzan, T., Menashe, I., Michaelovsky, A., Begin, M., Zachor, D. A., Sadaka, Y., Koler, J., Zagdon, D., Meiri, G., Azencot, O., Sharf, A. & Dinstein, I., 3 Sep 2024, In: JAMA network open. 7, 9, p. e2432851Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Data Augmentation Policy Search for Long-Term Forecasting
Nochumsohn, L. & Azencot, O., 1 May 2024, arXiv, 20 p.Research output: Working paper/Preprint › Preprint
4 Downloads (Pure) -
First-Order Manifold Data Augmentation for Regression Learning
Kaufman, I. & Azencot, O., 1 Jan 2024, In: Proceedings of Machine Learning Research. 235, p. 23324-23342 19 p.Research output: Contribution to journal › Conference article › peer-review
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Generative Modeling of Graphs via Joint Diffusion of Node and Edge Attributes
Berman, N., Kosman, E., Castro, D. D. & Azencot, O., 6 Feb 2024, arXiv, 24 p.Research output: Working paper/Preprint › Preprint
12 Downloads (Pure) -
Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs
Naiman, I., Erichson, N. B., Ren, P., Mahoney, M. W. & Azencot, O., 1 Jan 2024.Research output: Contribution to conference › Paper › peer-review
10 Scopus citations -
Learning Physics for Unveiling Hidden Earthquake Ground Motions via Conditional Generative Modeling
Ren, P., Nakata, R., Lacour, M., Naiman, I., Nakata, N., Song, J., Bi, Z., Malik, O. A., Morozov, D., Azencot, O., Erichson, N. B. & Mahoney, M. W., 21 Jul 2024, arXiv, 31 p.Research output: Working paper/Preprint › Preprint
11 Downloads (Pure)
Datasets
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headA.obj
Hartwig, F. (Creator), Sassen, J. (Creator), Azencot, O. (Creator), Rumpf, M. (Creator), Ben Chen, M. (Creator) & Hartwig, F. (Contributor), bonndata, 2023
DOI: 10.60507/fk2/dxoehj/h3ycz4, https://bonndata.uni-bonn.de/file.xhtml?persistentId=doi:10.60507/FK2/DXOEHJ/H3YCZ4
Dataset
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__init__.py
Hartwig, F. (Creator), Sassen, J. (Creator), Azencot, O. (Creator), Rumpf, M. (Creator), Ben Chen, M. (Creator) & Hartwig, F. (Contributor), bonndata, 2023
DOI: 10.60507/fk2/dxoehj/cgkzbi, https://bonndata.uni-bonn.de/file.xhtml?persistentId=doi:10.60507/FK2/DXOEHJ/CGKZBI
Dataset
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README.md
Hartwig, F. (Creator), Sassen, J. (Creator), Azencot, O. (Creator), Rumpf, M. (Creator), Ben Chen, M. (Creator) & Hartwig, F. (Contributor), bonndata, 2023
DOI: 10.60507/fk2/dxoehj/nuuurj, https://bonndata.uni-bonn.de/file.xhtml?persistentId=doi:10.60507/FK2/DXOEHJ/NUUURJ
Dataset
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precise_map.py
Hartwig, F. (Creator), Sassen, J. (Creator), Azencot, O. (Creator), Rumpf, M. (Creator), Ben Chen, M. (Creator) & Hartwig, F. (Contributor), bonndata, 2023
DOI: 10.60507/fk2/dxoehj/lops9n, https://bonndata.uni-bonn.de/file.xhtml?persistentId=doi:10.60507/FK2/DXOEHJ/LOPS9N
Dataset
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homerB.obj
Hartwig, F. (Creator), Sassen, J. (Creator), Azencot, O. (Creator), Rumpf, M. (Creator), Ben Chen, M. (Creator) & Hartwig, F. (Contributor), bonndata, 2023
DOI: 10.60507/fk2/dxoehj/t5wtin, https://bonndata.uni-bonn.de/file.xhtml?persistentId=doi:10.60507/FK2/DXOEHJ/T5WTIN
Dataset
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homerA.obj
Hartwig, F. (Creator), Sassen, J. (Creator), Azencot, O. (Creator), Rumpf, M. (Creator), Ben Chen, M. (Creator) & Hartwig, F. (Contributor), bonndata, 2023
DOI: 10.60507/fk2/dxoehj/2vx8r2, https://bonndata.uni-bonn.de/file.xhtml?persistentId=doi:10.60507/FK2/DXOEHJ/2VX8R2
Dataset
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Implementation of An Elastic Basis for Spectral Shape Correspondence
Hartwig, F. (Creator), Sassen, J. (Creator), Azencot, O. (Creator), Rumpf, M. (Creator), Ben Chen, M. (Creator) & Hartwig, F. (Contributor), bonndata, 2023
DOI: 10.60507/fk2/dxoehj, https://bonndata.uni-bonn.de/citation?persistentId=doi:10.60507/FK2/DXOEHJ
Dataset
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CatLion.py
Hartwig, F. (Creator), Sassen, J. (Creator), Azencot, O. (Creator), Rumpf, M. (Creator), Ben Chen, M. (Creator) & Hartwig, F. (Contributor), bonndata, 2023
DOI: 10.60507/fk2/dxoehj/grue9x, https://bonndata.uni-bonn.de/file.xhtml?persistentId=doi:10.60507/FK2/DXOEHJ/GRUE9X
Dataset
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headA_landmarkinfo.txt
Hartwig, F. (Creator), Sassen, J. (Creator), Azencot, O. (Creator), Rumpf, M. (Creator), Ben Chen, M. (Creator) & Hartwig, F. (Contributor), bonndata, 2023
DOI: 10.60507/fk2/dxoehj/rmzxx1, https://bonndata.uni-bonn.de/file.xhtml?persistentId=doi:10.60507/FK2/DXOEHJ/RMZXX1
Dataset
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utilsEF.py
Hartwig, F. (Creator), Sassen, J. (Creator), Azencot, O. (Creator), Rumpf, M. (Creator), Ben Chen, M. (Creator) & Hartwig, F. (Contributor), bonndata, 2023
DOI: 10.60507/fk2/dxoehj/rq2c59, https://bonndata.uni-bonn.de/file.xhtml?persistentId=doi:10.60507/FK2/DXOEHJ/RQ2C59
Dataset