Adding artificial astrocyte modulation to the first attention block of a Vision Transformer improves the overlap of Grad-CAM and Grad-CAM++ heatmaps with human gaze maps on a subset of ClickMe.
Training-free approach of convolutional neu- ral networks with astrocyte-inspired architectures
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Enhancing Vision Transformer Explainability Using Artificial Astrocytes
Adding artificial astrocyte modulation to the first attention block of a Vision Transformer improves the overlap of Grad-CAM and Grad-CAM++ heatmaps with human gaze maps on a subset of ClickMe.