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gradient-based explanation

11 papers

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Co-occurring keywords · papers mentioning both

neural network (3) model interpretability (2) feature attribution (2) vision transformer explainability (1) explainability method (1) large language model (1) image region (1) rectified linear unit network (1) attention mask consistency (1) clip (1)

Papers

Can LLMs Explain Themselves Counterfactually? EMNLP 2025 Gradient-based Explanations for Deep Learning Survival Models ICML 2025 LeGrad: An Explainability Method for Vision Transformers via Feature Formation Sensitivity ICCV 2025 LibraGrad: Balancing Gradient Flow for Universally Better Vision Transformer Attributions CVPR 2025 On the Complexity-Faithfulness Trade-off of Gradient-Based Explanations ICCV 2025 Gradient-based Visual Explanation for Transformer-based CLIP ICML 2024 Learning Intrinsic Dimension via Information Bottleneck for Explainable Aspect-based Sentiment Analysis COLING 2024 Improving Visual Grounding by Encouraging Consistent Gradient-Based Explanations CVPR 2023 Robust Explanation Constraints for Neural Networks ICLR 2023 A Diagnostic Study of Explainability Techniques for Text Classification EMNLP 2020 Right for the Right Reasons: Training Differentiable Models by Constraining their Explanations IJCAI 2017