Interpretability

Interactive Mars Image Content-Based Search with Interpretable Machine Learning AAAI 2024 Interactive Theorem Provers: Applications in AI, Opportunities, and Challenges AAAI 2024 Interactive Visual Learning for Stable Diffusion IJCAI 2024 InternalInspector I2: Robust Confidence Estimation in LLMs through Internal States EMNLP 2024 InterpBench: Semi-Synthetic Transformers for Evaluating Mechanistic Interpretability Techniques NeurIPS 2024 Interpretability-based Tailored Knowledge Editing in Transformers EMNLP 2024 Interpretability Benchmark for Evaluating Spatial Misalignment of Prototypical Parts Explanations AAAI 2024 Interpretability Guarantees with Merlin-Arthur Classifiers AISTATS 2024 Interpretability Illusions in the Generalization of Simplified Models ICML 2024 Interpretability of Language Models via Task Spaces ACL 2024 Interpretable3D: An Ad-Hoc Interpretable Classifier for 3D Point Clouds AAAI 2024 Interpretable Assessment of Speech Intelligibility Using Deep Learning: A Case Study on Speech Disorders Due to Head and Neck Cancers COLING 2024 Interpretable Causal Inference for Analyzing Wearable, Sensor, and Distributional Data AISTATS 2024 Interpretable Composition Attribution Enhancement for Visio-linguistic Compositional Understanding EMNLP 2024 Interpretable Concept-Based Memory Reasoning NeurIPS 2024 Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents NeurIPS 2024 Interpretable data-driven model predictive control of building energy systems using SHAP L4DC 2024 Interpretable Deep Clustering for Tabular Data ICML 2024 Interpretable Image Classification with Adaptive Prototype-based Vision Transformers NeurIPS 2024 Interpretable Long-Form Legal Question Answering with Retrieval-Augmented Large Language Models AAAI 2024 Interpretable Measures of Conceptual Similarity by Complexity-Constrained Descriptive Auto-Encoding CVPR 2024 Interpretable Mesomorphic Networks for Tabular Data NeurIPS 2024 Interpretable Meta-Learning of Physical Systems ICLR 2024 Interpretable Object Recognition by Semantic Prototype Analysis WACV 2024 Interpretable Short Video Rumor Detection Based on Modality Tampering COLING 2024