11 citations · 22 across the 4 of their papers we have counts for
3 papers · 1 filter
EnTri: Ensemble Learning with Tri-level Representations for Explainable Scene Recognition
Amirhossein Aminimehr, Amirali Molaei, Erik Cambria
Scene recognition based on deep-learning has made significant progress, but there are still limitations in its performance due to challenges posed by inter-class similarities and i…
TbExplain: A Text-based Explanation Method for Scene Classification Models with the Statistical Prediction Correction
Amirhossein Aminimehr, Pouya Khani, Amirali Molaei +2
The field of Explainable Artificial Intelligence (XAI) aims to improve the interpretability of black-box machine learning models. Building a heatmap based on the importance value o…
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review
Reza Azad, Amirhossein Kazerouni, Moein Heidari +6
The remarkable performance of the Transformer architecture in natural language processing has recently also triggered broad interest in Computer Vision. Among other merits, Transfo…