saliency map

Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and Metrics NeurIPS 2024 Phoneme Discretized Saliency Maps for Explainable Detection of AI-Generated Voice Interspeech 2024 Q-SENN: Quantized Self-Explaining Neural Networks AAAI 2024 Saliency Maps Give a False Sense of Explanability to Image Classifiers: An Empirical Evaluation across Methods and Metrics ACML 2024 SPADE: Sparsity-Guided Debugging for Deep Neural Networks ICML 2024 Structured Gradient-based Interpretations via Norm-Regularized Adversarial Training CVPR 2024 Task-Adaptive Saliency Guidance for Exemplar-free Class Incremental Learning CVPR 2024 Towards Multi-dimensional Explanation Alignment for Medical Classification NeurIPS 2024 Towards Robust Saliency Maps ACML 2024 ACAT: Adversarial Counterfactual Attention for Classification and Detection in Medical Imaging ICML 2023 CASP-Net: Rethinking Video Saliency Prediction From an Audio-Visual Consistency Perceptual Perspective CVPR 2023 Counterfactual-based Saliency Map: Towards Visual Contrastive Explanations for Neural Networks ICCV 2023 DBCE: A Saliency Method for Medical Deep Learning Through Anatomically-Consistent Free-Form Deformations WACV 2023 Faithfulness Tests for Natural Language Explanations ACL 2023 GuidedMixup: An Efficient Mixup Strategy Guided by Saliency Maps AAAI 2023 IDGI: A Framework To Eliminate Explanation Noise From Integrated Gradients CVPR 2023 Improving Saliency Models' Predictions of the Next Fixation With Humans' Intrinsic Cost of Gaze Shifts WACV 2023 Initialization Noise in Image Gradients and Saliency Maps CVPR 2023 Learning Generalizable Agents via Saliency-guided Features Decorrelation NeurIPS 2023 Learning How to MIMIC: Using Model Explanations To Guide Deep Learning Training WACV 2023 On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective NeurIPS 2023 On the Relationship Between Explanation and Prediction: A Causal View ICML 2023 Saliency Guided Experience Packing for Replay in Continual Learning WACV 2023 Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based Methods ACL 2023 Sparse Activations for Interpretable Disease Grading MIDL 2023