Get started
Author

Ilan Naiman

Learning earthquake ground motions via conditional generative modeling
2026 · Pu Ren, Rie Nakata, et al. · Nature Communications · 23
Utilizing Image Transforms and Diffusion Models for Generative Modeling of Short and Long Time Series
2024 · Ilan Naiman, Nimrod Berman, et al. · neural information processing systems · 23
PDF
An Operator Theoretic Approach for Analyzing Sequence Neural Networks
2023 · Ilan Naiman, Omri Azencot · Proceedings of the AAAI Conference on Artificial Intelligence · 18
PDF
Multifactor Sequential Disentanglement via Structured Koopman Autoencoders
2023 · Berman, Nimrod, Naiman, Ilan, et al. · arXiv (Cornell University) · 10
PDF
FreeSliders: Training-Free, Modality-Agnostic Concept Sliders for Fine-Grained Diffusion Control in Images, Audio, and Video
2025 · Ezra, Rotem, Zisling, Hedi, et al. · arXiv (Cornell University) · 8
PDF
Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach
2025 · Tal Gonen, Itai Pemper, et al. · neural information processing systems · 6
PDF
Sequential Disentanglement by Extracting Static Information From A Single Sequence Element
2024 · Berman, Nimrod, Naiman, Ilan, et al. · arXiv (Cornell University) · 6
PDF
Scene-VLM: Multimodal Video Scene Segmentation via Vision-Language Models
2025 · Berman, Nimrod, Botach, Adam, et al. · arXiv (Cornell University) · 4
PDF
LV-MAE: Learning Long Video Representations Through Masked-Embedding Autoencoders
2025 · Ilan Naiman, Emanuel Ben-Baruch, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 4
PDF
A Koopman Approach to Understanding Sequence Neural Models.
2021 · Ilan Naiman, Omri Azencot · arXiv (Cornell University) · 3
EvoWeb: A Benchmark for Coding Agents on Evolving Web Applications
2026 · Nukrai, David, Alon, Bar, et al. · arXiv (Cornell University) · 2
PDF
One-Step Offline Distillation of Diffusion-based Models via Koopman Modeling
2025 · Nimrod Berman, Ilan Naiman, et al. · neural information processing systems · 2
PDF
Contextual Correction of Parallel Drafts for Speculative Decoding
2026 · Eisenstadt, Roy, Lidar, Harel, et al. · arXiv (Cornell University) · 1
PDF
DiffSDA: Unsupervised Diffusion Sequential Disentanglement Across Modalities
2025 · Zisling, Hedi, Naiman, Ilan, et al. · arXiv (Cornell University) · 1
PDF
Disentanglement Beyond Static vs. Dynamic: A Benchmark and Evaluation Framework for Multi-Factor Sequential Representations
2025 · Tal Barami, Nimrod Berman, et al. · neural information processing systems · 1
PDF
Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive Estimation
2023 · Naiman, Ilan, Berman, Nimrod, et al. · arXiv (Cornell University) · 1
PDF
Twice Upon a Time: Complementary Representations for Time-Series Reasoning
2026 · Zisling, Hedi, Nochumsohn, Liran, et al. · arXiv (Cornell University)
PDF
Works count: 19
Citation count: 132
H-index: 6
I10-index: 5
Year
Topic
Type