Search Results for author: Avram Golbert

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

Diverse Imagenet Models Transfer Better

no code implementations19 Apr 2022 Niv Nayman, Avram Golbert, Asaf Noy, Tan Ping, Lihi Zelnik-Manor

Encouraged by the recent transferability results of self-supervised models, we propose a method that combines self-supervised and supervised pretraining to generate models with both high diversity and high accuracy, and as a result high transferability.

Multi-Label Classification

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