Ilan Naiman

According to our database, Ilan Naiman authored at least 5 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs.

Ilan Naiman, N. Benjamin Erichson, Pu Ren, Michael W. Mahoney, Omri Azencot

CoRR, 2023

Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive Estimation.

Ilan Naiman, Nimrod Berman, Omri Azencot

Proceedings of the International Conference on Machine Learning, 2023

Multifactor Sequential Disentanglement via Structured Koopman Autoencoders.

Nimrod Berman, Ilan Naiman, Omri Azencot

Proceedings of the Eleventh International Conference on Learning Representations, 2023

An Operator Theoretic Approach for Analyzing Sequence Neural Networks.

Ilan Naiman, Omri Azencot

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2021

A Koopman Approach to Understanding Sequence Neural Models.

Ilan Naiman, Omri Azencot

CoRR, 2021