One paper accepted to NeurIPS’24!
One paper accepted to NeurIPS'24: "Utilizing Image Transforms and Diffusion Models for Generative Modeling of Short and Long Time Series" by Ilan Naiman*, Nimrod Berman*, Itai Pemper, Idan Arbiv, Gal Fadlon, Omer Asher, and Omri Azencot
One paper accepted to TMLR!
One paper was accepted to TMLR: "Geometric Analysis of Transformer Time Series Forecasting Latent Manifolds" by Ilya Kaufman and Omri Azencot
One paper accepted to JAMA Network!
One paper was accepted to JAMA Network: Automated identification and quantification of stereotypical movements from video recordings of children with ASD
Three students received BGU awards
Ilan Naiman (a PhD student) is on the Dean's list for PhD students (top 5% in the university!), Nimrod Berman (a PhD student) received the Dean Prize (top 1% among MSc students in the faculty), and Liran Nochumsohn (a PhD student) is on the Dean's list for MSc students. Congrats Ilan, Nimrod, and Liran!
Two papers accepted to ICML’24!
Two papers accepted to ICML’24: 1. "Sequential Disentanglement by Extracting Static Information From A Single Sequence Element" by Nimrod Berman*, Ilan Naiman*, Idan Arbiv, Gal Fadlon and Omri Azencot 2. "First-Order Manifold Data Augmentation for Regression Learning" by Ilya Kaufman and Omri Azencot
One paper was accepted to ICLR’24
One paper was accepted to ICLR'24: Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs
Two Students on Dean’s List
Ilan Naiman (a PhD student) and Nimrod Berman (an MSc student) have received an excellence certificate from the Kreitman Dean for their study and research achievements. Congrats Ilan and Nimrod!
Two papers accepted to ICML’23!
Two papers accepted to ICML'23: 1. "Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive Estimation" by Ilan Naiman*, Nimrod Berman* and Omri Azencot 2. "Data Representations' Study of Latent Image Manifolds" by Ilya Kaufman and Omri Azencot
One paper conditionally accepted to SIGGRAPH’23
One paper accepted to ICLR’23 as notable-top-25%!!
One paper was accepted to ICLR'23 as notable-top-25% (previously, spotlight): Multifactor Sequential Disentanglement via Structured Koopman Autoencoders