Ilan Naiman

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Modeling Method

Structured Learning

Top Venues

Publications

Pu Ren, Rie Nakata, Maxime Lacour, Ilan Naiman, Nori Nakata, Jialin Song, Zhengfa Bi, Osman Asif Malik, Dmitriy Morozov, Omri Azencot, N. Benjamin Erichson, Michael W. Mahoney
Learning Physics for Unveiling Hidden Earthquake Ground Motions via Conditional Generative Modeling. CoRR (2024)
Nimrod Berman, Ilan Naiman, Idan Arbiv, Gal Fadlon, Omri Azencot
Sequential Disentanglement by Extracting Static Information From A Single Sequence Element. CoRR (2024)
Ilan Naiman, N. Benjamin Erichson, Pu Ren, Michael W. Mahoney, Omri Azencot
Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs. ICLR (2024)
Ilan Naiman, Nimrod Berman, Omri Azencot
Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive Estimation. ICML (2023)
Ilan Naiman, Omri Azencot
An Operator Theoretic Approach for Analyzing Sequence Neural Networks. AAAI (2023)
Ilan Naiman, Nimrod Berman, Omri Azencot
Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive Estimation. CoRR (2023)
Ilan Naiman, N. Benjamin Erichson, Pu Ren, Michael W. Mahoney, Omri Azencot
Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs. CoRR (2023)
Nimrod Berman, Ilan Naiman, Omri Azencot
Multifactor Sequential Disentanglement via Structured Koopman Autoencoders. CoRR (2023)
Nimrod Berman, Ilan Naiman, Omri Azencot
Multifactor Sequential Disentanglement via Structured Koopman Autoencoders. ICLR (2023)
Ilan Naiman, Omri Azencot
A Koopman Approach to Understanding Sequence Neural Models. CoRR (2021)