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cs.CV2024
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…
cs.CV2024
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…