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Explainable Models

Papers

Showing 5160 of 128 papers

TitleStatusHype
AudioProtoPNet: An interpretable deep learning model for bird sound classification0
An ExplainableFair Framework for Prediction of Substance Use Disorder Treatment Completion0
Prototype-based Interpretable Breast Cancer Prediction Models: Analysis and ChallengesCode0
Deep Learning for Robust and Explainable Models in Computer Vision0
Pantypes: Diverse Representatives for Self-Explainable ModelsCode0
Not just Birds and Cars: Generic, Scalable and Explainable Models for Professional Visual Recognition0
QUCE: The Minimisation and Quantification of Path-Based Uncertainty for Generative Counterfactual Explanations0
Gaussian Process Neural Additive ModelsCode0
Advancing Ante-Hoc Explainable Models through Generative Adversarial Networks0
Can Physician Judgment Enhance Model Trustworthiness? A Case Study on Predicting Pathological Lymph Nodes in Rectal Cancer0
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