Search Results for author: Tomer Ronen

Found 2 papers, 1 papers with code

Vision Transformers with Mixed-Resolution Tokenization

1 code implementation1 Apr 2023 Tomer Ronen, Omer Levy, Avram Golbert

In this work, we apply this approach to Vision Transformers by introducing a novel image tokenization scheme, replacing the standard uniform grid with a mixed-resolution sequence of tokens, where each token represents a patch of arbitrary size.

Image Classification

It's All About The Scale -- Efficient Text Detection Using Adaptive Scaling

no code implementations28 Jul 2019 Elad Richardson, Yaniv Azar, Or Avioz, Niv Geron, Tomer Ronen, Zach Avraham, Stav Shapiro

If we were to have a prior telling us the coarse location of text instances in the image and their approximate scale, we could have adaptively chosen which regions to process and how to rescale them, thus significantly reducing the processing time.

Text Detection

Cannot find the paper you are looking for? You can Submit a new open access paper.