Cyclic Diffeomorphic Transformer Nets For Contour Alignment. - Ilya Kaufman; Ron Shapira Weber; Oren Freifeld (ICIP, 2021)

Data Representations' Study of Latent Image Manifolds. - Ilya Kaufman; Omri Azencot (ICML, 2023)

First-Order Manifold Data Augmentation for Regression Learning. - Ilya Kaufman; Omri Azencot (ICML, 2024)

Analyzing Deep Transformer Models for Time Series Forecasting via Manifold Learning. - Ilya Kaufman; Omri Azencot (Trans. Mach. Learn. Res., 2024)