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Explainable Models

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Showing 26–50 of 128 papers

TitleStatusHype
Accurate Explanation Model for Image Classifiers using Class Association EmbeddingCode0
Data Science Principles for Interpretable and Explainable AICode0
Large Language Models for Cyber Security: A Systematic Literature ReviewCode0
Stability of Explainable Recommendation—0
AudioProtoPNet: An interpretable deep learning model for bird sound classification—0
An ExplainableFair Framework for Prediction of Substance Use Disorder Treatment Completion—0
Prototype-based Interpretable Breast Cancer Prediction Models: Analysis and ChallengesCode0
Deep Learning for Robust and Explainable Models in Computer Vision—0
Pantypes: Diverse Representatives for Self-Explainable ModelsCode0
Not just Birds and Cars: Generic, Scalable and Explainable Models for Professional Visual Recognition—0
QUCE: The Minimisation and Quantification of Path-Based Uncertainty for Generative Counterfactual Explanations—0
Gaussian Process Neural Additive ModelsCode0
Advancing Ante-Hoc Explainable Models through Generative Adversarial Networks—0
TraceFL: Interpretability-Driven Debugging in Federated Learning via Neuron ProvenanceCode1
Can Physician Judgment Enhance Model Trustworthiness? A Case Study on Predicting Pathological Lymph Nodes in Rectal Cancer—0
Prototypical Self-Explainable Models Without Re-trainingCode0
Explaining black boxes with a SMILE: Statistical Model-agnostic Interpretability with Local ExplanationsCode1
A Learnable Counter-condition Analysis Framework for Functional Connectivity-based Neurological Disorder Diagnosis—0
Stable and Interpretable Deep Learning for Tabular Data: Introducing InterpreTabNet with the Novel InterpreStability Metric—0
Explainable machine learning identifies multi-omics signatures of muscle response to spaceflight in mice—0
Hyperbolic Convolutional Neural Networks—0
A Comprehensive Overview of Computational Nuclei Segmentation Methods in Digital Pathology—0
Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities—0
Challenges and Opportunities for Second-life Batteries: A Review of Key Technologies and Economy—0
Towards eXplainable AI for Mobility Data Science—0
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