Publications Journal Papers

B. Kawar, R. Ganz and M. Elad, Enhancing diffusion-based image synthesis with robust classifier guidance, Transactions on Machine Learning Research (TMLR), March 2023.

R. Ganz and M. Elad, BIGRoC: Boosting Image Generation via a Robust Classifier, Transactions on Machine Learning Research (TMLR), February 2023.

H. Talebi, D. Kelly, X. Luo, I. Garcia Dorado, F. Yang, P. Milanfar and M. Elad, Better Compression with Deep Pre-Editing, IEEE Transactions on Image Processing, Vol. 30, No. 8, Pages 6673-6685, August 2021.

R. Khatib, D. Simon, and M. Elad, Learned Greedy Method (LGM): A novel Neural Architecture for Sparse Coding and Beyond, Journal of Visual Communication and Image Representation, Vol. 77, March 2021.

A. Golts, D. Freedman, and M. Elad, Deep-Energy: Unsupervised Training of Deep Neural Networks, IEEE Transactions on Image Processing, Vol. 15, No. 2, Pages 324-338, February 2021. software

A. Golts, D. Freedman, and M. Elad, Unsupervised Single Image Dehazing Using Dark Channel Prior Loss, IEEE Transactions on Image Processing, Vol. 29, No. 1, Pages 2692-2701, January 2020. software