232 citations · 234 across the 3 of their papers we have counts for
3 papers
Multi-manifold Attention for Vision Transformers
Dimitrios Konstantinidis, Ilias Papastratis, Kosmas Dimitropoulos +1
Vision Transformers are very popular nowadays due to their state-of-the-art performance in several computer vision tasks, such as image classification and action recognition. Altho…
Ablation study of self-supervised learning for image classification
Ilias Papastratis
This project focuses on the self-supervised training of convolutional neural networks (CNNs) and transformer networks for the task of image recognition. A simple siamese network wi…
A Comprehensive Study on Deep Learning-based Methods for Sign Language Recognition
Nikolas Adaloglou, Theocharis Chatzis, Ilias Papastratis +7
In this paper, a comparative experimental assessment of computer vision-based methods for sign language recognition is conducted. By implementing the most recent deep neural networ…