SOTAVerified

Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–150 of 1041 papers

TitleStatusHype
Learning local discrete features in explainable-by-design convolutional neural networksCode0
Explainable Artificial Intelligence for Dependent Features: Additive Effects of CollinearityCode0
Few-Shot Multimodal Explanation for Visual Question AnsweringCode0
Info-CELS: Informative Saliency Map Guided Counterfactual Explanation—0
AI Readiness in Healthcare through Storytelling XAI—0
Trustworthy XAI and Application—0
XAI-FUNGI: Dataset resulting from the user study on comprehensibility of explainable AI algorithms—0
User-centric evaluation of explainability of AI with and for humans: a comprehensive empirical study—0
Formal Explanations for Neuro-Symbolic AI—0
CohEx: A Generalized Framework for Cohort ExplanationCode0
Information Importance-Aware Defense against Adversarial Attack for Automatic Modulation Classification:An XAI-Based Approach—0
Explainable AI Methods for Multi-Omics Analysis: A Survey—0
Study on the Helpfulness of Explainable Artificial IntelligenceCode0
Natural Language Counterfactual Explanations for Graphs Using Large Language ModelsCode0
CAT: Concept-level backdoor ATtacks for Concept Bottleneck Models—0
Self-eXplainable AI for Medical Image Analysis: A Survey and New Outlooks—0
Easydiagnos: a framework for accurate feature selection for automatic diagnosis in smart healthcare—0
Tackling the Accuracy-Interpretability Trade-off in a Hierarchy of Machine Learning Models for the Prediction of Extreme HeatwavesCode0
Developing Guidelines for Functionally-Grounded Evaluation of Explainable Artificial Intelligence using Tabular Data—0
Leveraging CAM Algorithms for Explaining Medical Semantic SegmentationCode0
XAI-ResUNet: Analysing the Impact of Pre-training in ResUNet Architectures for Multiple Sclerosis Lesion Segmentation using EigenGradCAMCode0
Examining the Rat in the Tunnel: Interpretable Multi-Label Classification of Tor-based Malware—0
Enhancing Feature Selection and Interpretability in AI Regression Tasks Through Feature Attribution—0
Deep Learning for Precision Agriculture: Post-Spraying Evaluation and Deposition EstimationCode0
From Pixels to Words: Leveraging Explainability in Face Recognition through Interactive Natural Language Processing—0
Explainable AI needs formal notions of explanation correctness—0
The Gaussian Discriminant Variational Autoencoder (GdVAE): A Self-Explainable Model with Counterfactual ExplanationsCode0
Global Lightning-Ignited Wildfires Prediction and Climate Change Projections based on Explainable Machine Learning Models—0
Confident Teacher, Confident Student? A Novel User Study Design for Investigating the Didactic Potential of Explanations and their Impact on UncertaintyCode1
Explainable Artificial Intelligence (XAI) for Malware Analysis: A Survey of Techniques, Applications, and Open Challenges—0
Discovering Cyclists' Visual Preferences Through Shared Bike Trajectories and Street View Images Using Inverse Reinforcement LearningCode0
Stacked ensemble\-based mutagenicity prediction model using multiple modalities with graph attention network—0
Interpreting Outliers in Time Series Data through Decoding Autoencoder—0
Breaking Down Financial News Impact: A Novel AI Approach with Geometric Hypergraphs—0
Explainable Artificial Intelligence: A Survey of Needs, Techniques, Applications, and Future Direction—0
Towards Symbolic XAI -- Explanation Through Human Understandable Logical Relationships Between Features—0
IBO: Inpainting-Based Occlusion to Enhance Explainable Artificial Intelligence Evaluation in HistopathologyCode0
Interactive dense pixel visualizations for time series and model attribution explanations—0
Underwater SONAR Image Classification and Analysis using LIME-based Explainable Artificial IntelligenceCode0
VALE: A Multimodal Visual and Language Explanation Framework for Image Classifiers using eXplainable AI and Language ModelsCode0
OPTDTALS: Approximate Logic Synthesis via Optimal Decision Trees Approach—0
Dataset | Mindset = Explainable AI | Interpretable AI—0
Explainable Deep Learning Framework for Human Activity Recognition—0
Case-based Explainability for Random Forest: Prototypes, Critics, Counter-factuals and Semi-factuals—0
Measuring User Understanding in Dialogue-based XAI Systems—0
SCENE: Evaluating Explainable AI Techniques Using Soft Counterfactuals—0
Enhanced Prototypical Part Network (EPPNet) For Explainable Image Classification Via Prototypes—0
A deep learning-enabled smart garment for accurate and versatile sleep conditions monitoring in daily life—0
Space-scale Exploration of the Poor Reliability of Deep Learning Models: the Case of the Remote Sensing of Rooftop Photovoltaic SystemsCode0
Collision Probability Distribution Estimation via Temporal Difference LearningCode1
Show:102550
← PrevPage 3 of 21Next →

No leaderboard results yet.