Deep Neural Networks
Overview
Deep neural networks (DNNs) have been applied in many fields, showing incredible results. Here I present my recent published papers, which include novel DNN models for solving challenging problems in computer vision and computational photography fields.
Publications
T Blau, S Fogel, R Ronen, A Golts, R Ganz, E Ben Avraham, A Aberdam, S Tsiper and R Litman, "GRAM: Global Reasoning for Multi-Page VQA ", Under Review, 2024.
Nadav Torem*, Roi Ronen*, Yoav Y. Schechner and Michael Elad, "Towards A Most Probable Recovery in Optical Imaging", ICCV Workshops, 2023.
Roi Ronen*, Shahar Tsiper*, Oron Anschel, Inbal Lavi, Amir Markovitz and R. Manmatha, "GLASS: Global to Local Attention for Scene-Text Spotting", ECCV'22 (Oral).
Roi Ronen, Vadim Holodovsky and Yoav Y. Schechner, "Variable Imaging Projection Cloud Scattering Tomography", TPAMI'22 (Oral ICCP'22).