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cs.CV2025
Guided AbsoluteGrad: Magnitude of Gradients Matters to Explanation's Localization and Saliency
Jun Huang, Yan Liu
This paper proposes a new gradient-based XAI method called Guided AbsoluteGrad for saliency map explanations. We utilize both positive and negative gradient magnitudes and employ g…
cs.CV2024
STAA: Spatio-Temporal Attention Attribution for Real-Time Interpreting Transformer-based Video Models
Zerui Wang, Yan Liu
Transformer-based models have achieved state-of-the-art performance in various computer vision tasks, including image and video analysis. However, Transformer's complex architectur…