Omri Azencot

Emailazencotbgu.acil

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21 Article
10 Conference article
10 Preprint
4 Conference contribution
More
- 4 Paper
- 2 Chapter

Learning 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., 1 Dec 2026, In: Nature Communications. 17, 1, 4021.
Research output: Contribution to journal › Article › peer-review

Open Access
Super-Linear: A Lightweight Pretrained Mixture of Linear Experts for Time Series Forecasting
Nochumsohn, L., Marshanski, R., Zisling, H. & Azencot, O., 1 Jan 2026, In: Transactions on Machine Learning Research. 2026, May
Research output: Contribution to journal › Article › peer-review
XCTFormer: Leveraging Cross-Channel and Cross-Time Dependencies for Enhanced Time-Series Analysis
Zexer, I. & Azencot, O., 1 Jan 2026, In: Transactions on Machine Learning Research. 2026-March
Research output: Contribution to journal › Article › peer-review
A Multi-Task Learning Approach to Linear Multivariate Forecasting
Nochumsohn, L., Zisling, H. & Azencot, O., 1 Jan 2025, In: Proceedings of Machine Learning Research. 258, p. 2638-2646 9 p.
Research output: Contribution to journal › Conference article › peer-review
Curvature Enhanced Data Augmentation for Regression
Kaufman, I. & Azencot, O., 1 Jan 2025, In: Proceedings of Machine Learning Research. 267, p. 29321-29344 24 p.
Research output: Contribution to journal › Conference article › peer-review
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
3 Scopus citations
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. 2025
Research output: Contribution to journal › Article › peer-review
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)
Analyzing Deep Transformer Models for Time Series Forecasting via Manifold Learning
Kaufman, I. & Azencot, O., 1 Jan 2024, In: Transactions on Machine Learning Research. 2024
Research output: Contribution to journal › Article › peer-review
4 Scopus citations
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., 12 Sep 2024, In: JAMA Network Open. 7, 9, p. e2432851
Research output: Contribution to journal › Article › peer-review

Open Access
11 Scopus citations

1 Finished
2 Active

Toward real-world unsupervised multifactor sequential disentanglement of multi-modal information
Azencot, O. (PI)
Israel Science Foundation
1/01/25 → 31/12/29
Project: Research
A Deep Learning Server for the development of sequence models
Azencot, O. (PI)
Israel Science Foundation
1/01/21 → …
Project: Research
Analysis and Design of Recurrent Neural Networks using Differential Geometry
Azencot, O. (PI)
Israel Science Foundation
1/01/21 → 31/12/24
Project: Research

homerA_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/vl4q80, https://bonndata.uni-bonn.de/file.xhtml?persistentId=doi:10.60507/FK2/DXOEHJ/VL4Q80
Dataset
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
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
__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
evaluation.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/arduli, https://bonndata.uni-bonn.de/file.xhtml?persistentId=doi:10.60507/FK2/DXOEHJ/ARDULI
Dataset
headB.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/x9s0fu, https://bonndata.uni-bonn.de/file.xhtml?persistentId=doi:10.60507/FK2/DXOEHJ/X9S0FU
Dataset
gt_homerA_homerB.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/mlfscj, https://bonndata.uni-bonn.de/file.xhtml?persistentId=doi:10.60507/FK2/DXOEHJ/MLFSCJ
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/hepodk, https://bonndata.uni-bonn.de/file.xhtml?persistentId=doi:10.60507/FK2/DXOEHJ/HEPODK
Dataset
Shape.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/pctiex, https://bonndata.uni-bonn.de/file.xhtml?persistentId=doi:10.60507/FK2/DXOEHJ/PCTIEX
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

Omri Azencot

Fingerprint

Collaborations and top research areas from the last five years

Dive into details

Learning earthquake ground motions via conditional generative modeling

Super-Linear: A Lightweight Pretrained Mixture of Linear Experts for Time Series Forecasting

XCTFormer: Leveraging Cross-Channel and Cross-Time Dependencies for Enhanced Time-Series Analysis

A Multi-Task Learning Approach to Linear Multivariate Forecasting

Curvature Enhanced Data Augmentation for Regression

Data Augmentation Policy Search for Long-Term Forecasting

Reviving Life on the Edge: Joint Score-Based Graph Generation of Rich Edge Attributes

Analyzing Deep Transformer Models for Time Series Forecasting via Manifold Learning

Analyzing Deep Transformer Models for Time Series Forecasting via Manifold Learning

Automated Analysis of Stereotypical Movements in Videos of Children with Autism Spectrum Disorder

Toward real-world unsupervised multifactor sequential disentanglement of multi-modal information

A Deep Learning Server for the development of sequence models

Analysis and Design of Recurrent Neural Networks using Differential Geometry

homerA_landmarks.txt

precise_map.py

teaser.png

init.py

evaluation.py

headB.obj

gt_homerA_homerB.txt

init.py

Shape.py

homerB.obj

Omri Azencot

Fingerprint

Collaborations and top research areas from the last five years

Research output

Projects

Datasets