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Interpretability

7,318 papers

Papers per year

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488
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Papers

Adversarial robustness of VAEs through the lens of local geometry AISTATS 2023
On the Privacy Risks of Algorithmic Recourse AISTATS 2023
Semantic Strengthening of Neuro-Symbolic Learning AISTATS 2023
Efficient SAGE Estimation via Causal Structure Learning AISTATS 2023
Backtracking Counterfactuals CLEAR 2023
ToMChallenges: A Principle-Guided Dataset and Diverse Evaluation Tasks for Exploring Theory of Mind CONLL 2023
A Comparative Study on Textual Saliency of Styles from Eye Tracking, Annotations, and Language Models CONLL 2023
The Validity of Evaluation Results: Assessing Concurrence Across Compositionality Benchmarks CONLL 2023
Revising with a Backward Glance: Regressions and Skips during Reading as Cognitive Signals for Revision Policies in Incremental Processing CONLL 2023
Theory of Mind in Large Language Models: Examining Performance of 11 State-of-the-Art models vs. Children Aged 7-10 on Advanced Tests CONLL 2023
Future Lens: Anticipating Subsequent Tokens from a Single Hidden State CONLL 2023
Implications of Annotation Artifacts in Edge Probing Test Datasets CONLL 2023
REFER: An End-to-end Rationale Extraction Framework for Explanation Regularization CONLL 2023
X-Pruner: eXplainable Pruning for Vision Transformers CVPR 2023
PIP-Net: Patch-Based Intuitive Prototypes for Interpretable Image Classification CVPR 2023
Analyzing and Diagnosing Pose Estimation With Attributions CVPR 2023
Spectral Bayesian Uncertainty for Image Super-Resolution CVPR 2023
A Practical Upper Bound for the Worst-Case Attribution Deviations CVPR 2023
Progressive Open Space Expansion for Open-Set Model Attribution CVPR 2023
EVAL: Explainable Video Anomaly Localization CVPR 2023
Overlooked Factors in Concept-Based Explanations: Dataset Choice, Concept Learnability, and Human Capability CVPR 2023
Divide and Conquer: Answering Questions With Object Factorization and Compositional Reasoning CVPR 2023
Spatial-Temporal Concept Based Explanation of 3D ConvNets CVPR 2023
Learning Bottleneck Concepts in Image Classification CVPR 2023
LINe: Out-of-Distribution Detection by Leveraging Important Neurons CVPR 2023