Nimrod Berman

Joined

May 2022

Names

Nimrod Berman (Preferred)

Emails

****@post.bgu.ac.il (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Intern

Amazon (amazon.com)

2025 – 2025

Intern

Bosch (bosch.de)

2023 – 2025

PhD student

Ben Gurion University of the Negev (bgu.ac.il)

2022 – 2025

MS student

Ben-Gurion University of the Negev (bgu.ac.il)

2021 – 2022

Advisors, Relations & Conflicts

Coauthor

Ilan Naiman

Present

PhD Advisor

Omri Azencot

2021 – 2023

Expertise

Deep Learning

2018 – 2025

Publications

DiffSDA: Unsupervised Diffusion Sequential Disentanglement Across Modalities
Hedi Zisling, Ilan Naiman, Nimrod Berman, Supasorn Suwajanakorn, Omri Azencot
- ICLR 2026 Poster
- Readers: Everyone
Training-Free Modality-Agnostic Concept Sliders: Fine-Grained Control via Diffusion Models of Images, Audio, and Video
Rotem Ezra, Hedi Zisling, Nimrod Berman, Ilan Naiman, Alexey Gorkor, Liran Nochumsohn, Eliya Nachmani, Omri Azencot
- Submitted to ICLR 2026
- Readers: Everyone
Who Said Neural Networks Aren't Linear?
Nimrod Berman, Assaf Hallak, Assaf Shocher
- Submitted to ICLR 2026
- Readers: Everyone
Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach
Tal Gonen, Itai Pemper, Ilan Naiman, Nimrod Berman, Omri Azencot
- NeurIPS 2025 poster
- Readers: Everyone
Disentanglement Beyond Static vs. Dynamic: A Benchmark and Evaluation Framework for Multi-Factor Sequential Representations
Tal Barami, Nimrod Berman, Ilan Naiman, Amos Haviv Hason, Rotem Ezra, Omri Azencot
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
A Diffusion Model for Regular Time Series Generation from Irregular Data with Completion and Masking
Gal Fadlon, Idan Arbiv, Nimrod Berman, Omri Azencot
- NeurIPS 2025 poster
- Readers: Everyone
DiffSDA: A Framework for Unsupervised Diffusion Sequential Disentanglement Across Modalities
Hedi Zisling, Ilan Naiman, Nimrod Berman, Supasorn Suwajanakorn, Omri Azencot
- Submitted to NeurIPS 2025
- Readers: Everyone
One-Step Offline Distillation of Diffusion-based Models via Koopman Modeling
Nimrod Berman, Ilan Naiman, Moshe Eliasof, Hedi Zisling, Omri Azencot
- NeurIPS 2025 poster
- Readers: Everyone
Towards General Modality Translation with Contrastive and Predictive Latent Diffusion Bridge
Nimrod Berman, Omkar Joglekar, Eitan Kosman, Dotan Di Castro, Omri Azencot
- NeurIPS 2025 poster
- Readers: Everyone
From Noise to Factors: Diffusion-based Unsupervised Sequential Disentanglement
Hedi Zisling, Ilan Naiman, Nimrod Berman, Supasorn Suwajanakorn, Omri Azencot
- Submitted to ICLR 2025
- Readers: Everyone

View all 16 publications