Gilboa, Guy

9 publications

ICLR 2025 Manifold Induced Biases for Zero-Shot and Few-Shot Detection of Generated Images Jonathan Brokman, Amit Giloni, Omer Hofman, Roman Vainshtein, Hisashi Kojima, Guy Gilboa

ICML 2025 The Double-Ellipsoid Geometry of CLIP Meir Yossef Levi, Guy Gilboa

ICML 2025 Whitened CLIP as a Likelihood Surrogate of Images and Captions Roy Betser, Meir Yossef Levi, Guy Gilboa

ICLR 2024 Enhancing Neural Training via a Correlated Dynamics Model Jonathan Brokman, Roy Betser, Rotem Turjeman, Tom Berkov, Ido Cohen, Guy Gilboa

CVPR 2023 BASiS: Batch Aligned Spectral Embedding Space Or Streicher, Ido Cohen, Guy Gilboa

ICCV 2023 EPiC: Ensemble of Partial Point Clouds for Robust Classification Meir Yossef Levi, Guy Gilboa

NeurIPS 2020 Deeply Learned Spectral Total Variation Decomposition Tamara G. Grossmann, Yury Korolev, Guy Gilboa, Carola Schoenlieb

ICCV 2015 Learning Nonlinear Spectral Filters for Color Image Reconstruction Michael Moeller, Julia Diebold, Guy Gilboa, Daniel Cremers

ECCV 2002 Regularized Shock Filters and Complex Diffusion Guy Gilboa, Nir A. Sochen, Yehoshua Y. Zeevi