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Showing 51–75 of 128 papers

TitleStatusHype
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
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
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
Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities—0
A Comprehensive Overview of Computational Nuclei Segmentation Methods in Digital Pathology—0
Challenges and Opportunities for Second-life Batteries: A Review of Key Technologies and Economy—0
Towards eXplainable AI for Mobility Data Science—0
Interpreting GNN-based IDS Detections Using Provenance Graph Structural Features—0
Interpreting Deep Forest through Feature Contribution and MDI Feature Importance—0
GENIE-NF-AI: Identifying Neurofibromatosis Tumors using Liquid Neural Network (LTC) trained on AACR GENIE Datasets—0
The State of Human-centered NLP Technology for Fact-checking—0
Multimodal and Explainable Internet Meme Classification—0
Prototype-based Interpretable Graph Neural NetworksCode0
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