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Explainable Models

Papers

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Showing 101–125 of 128 papers

TitleStatusHype
Wider Vision: Enriching Convolutional Neural Networks via Alignment to External Knowledge Bases—0
Benchmarking the Attribution Quality of Vision ModelsCode0
FreqRISE: Explaining time series using frequency maskingCode0
Data Science Principles for Interpretable and Explainable AICode0
Large Language Models for Cyber Security: A Systematic Literature ReviewCode0
Smoothing Entailment Graphs with Language ModelsCode0
Attack-agnostic Adversarial Detection on Medical Data Using Explainable Machine LearningCode0
Multimodal Explanations: Justifying Decisions and Pointing to the EvidenceCode0
When and How to Fool Explainable Models (and Humans) with Adversarial ExamplesCode0
Tell me why: Visual foundation models as self-explainable classifiersCode0
Towards Human-centered Explainable AI: A Survey of User Studies for Model ExplanationsCode0
Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific DiscoveryCode0
Pantypes: Diverse Representatives for Self-Explainable ModelsCode0
A Framework for Learning Ante-hoc Explainable Models via ConceptsCode0
HEARTS: A Holistic Framework for Explainable, Sustainable and Robust Text Stereotype DetectionCode0
Constructing and explaining machine learning models for chemistry: example of the exploration and design of boron-based Lewis acidsCode0
Global and Local Interpretation of black-box Machine Learning models to determine prognostic factors from early COVID-19 dataCode0
ProtoS-ViT: Visual foundation models for sparse self-explainable classificationsCode0
Prototype-based Interpretable Breast Cancer Prediction Models: Analysis and ChallengesCode0
Prototype-based Interpretable Graph Neural NetworksCode0
Prototypical Self-Explainable Models Without Re-trainingCode0
Gaussian Process Neural Additive ModelsCode0
Variable Selection with Copula EntropyCode0
Relational Boosted BanditsCode0
Reproducibility study of "LICO: Explainable Models with Language-Image Consistency"Code0
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