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.
- 1 Similar Profiles
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
-
Analyzing Deep Transformer Models for Time Series Forecasting via Manifold Learning
Kaufman, I. & Azencot, O., 17 Oct 2024, 22 ed., arXiv.Research output: Working paper/Preprint › Preprint
Open AccessFile4 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 Access -
Data Augmentation Policy Search for Long-Term Forecasting
Nochumsohn, L. & Azencot, O., 1 May 2024, arXiv, 20 p.Research output: Working paper/Preprint › Preprint
Open AccessFile4 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
-
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
Open AccessFile12 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
2 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
Open AccessFile11 Downloads (Pure) -
Sequential Disentanglement by Extracting Static Information From A Single Sequence Element
Berman, N., Naiman, I., Arbiv, I., Fadlon, G. & Azencot, O., 1 Jan 2024, In: Proceedings of Machine Learning Research. 235, p. 3539-3564 26 p.Research output: Contribution to journal › Conference article › peer-review
-
Utilizing Image Transforms and Diffusion Models for Generative Modeling of Short and Long Time Series
Naiman, I., Berman, N., Pemper, I., Arbiv, I., Fadlon, G. & Azencot, O., 25 Oct 2024, arXiv, 32 p.Research output: Working paper/Preprint › Preprint
Open AccessFile5 Downloads (Pure) -
A Koopman Approach to Understanding Sequence Neural Models
Naiman, I. & Azencot, O., 22 Feb 2023.Research output: Working paper/Preprint › Preprint
Open Access41 Downloads (Pure)
Datasets
-
teaser.png
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/cekwfb, https://bonndata.uni-bonn.de/file.xhtml?persistentId=doi:10.60507/FK2/DXOEHJ/CEKWFB
Dataset
-
gt_headA_headB.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/9lrjnh, https://bonndata.uni-bonn.de/file.xhtml?persistentId=doi:10.60507/FK2/DXOEHJ/9LRJNH
Dataset
-
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
-
__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
-
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
-
headA_landmarks.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/z7ejto, https://bonndata.uni-bonn.de/file.xhtml?persistentId=doi:10.60507/FK2/DXOEHJ/Z7EJTO
Dataset
-
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
-
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
-
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
-
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