Martina G. Vilas

FovEx: Human-inspired explanations for vision transformers and convolutional neural networks

2024 · Publication Server of Goethe University Frankfurt am Main (Goethe University Frankfurt)

Explainability in artificial intelligence (XAI) remains a crucial aspect for fostering trust and understanding in machine learning models. Current visual explanation techniques, such as gradient-based or class-activation-based methods, often exhibit a strong dependence on specific …