| Enhancing Osteoporosis Detection: An Explainable Multi-Modal Learning Framework with Feature Fusion and Variable Clustering | Nov 1, 2024 | DiagnosticFeature Importance | —Unverified | 0 |
| STAA: Spatio-Temporal Attention Attribution for Real-Time Interpreting Transformer-based Video Models | Nov 1, 2024 | Action RecognitionFeature Importance | CodeCode Available | 0 |
| Disentangling Interactions and Dependencies in Feature Attribution | Oct 31, 2024 | Feature Importance | CodeCode Available | 0 |
| Development and Comparative Analysis of Machine Learning Models for Hypoxemia Severity Triage in CBRNE Emergency Scenarios Using Physiological and Demographic Data from Medical-Grade Devices | Oct 30, 2024 | Feature Importance | —Unverified | 0 |
| High-Fidelity Document Stain Removal via A Large-Scale Real-World Dataset and A Memory-Augmented Transformer | Oct 30, 2024 | Document EnhancementFeature Importance | CodeCode Available | 1 |
| EEG-based Multimodal Representation Learning for Emotion Recognition | Oct 29, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Feature Responsiveness Scores: Model-Agnostic Explanations for Recourse | Oct 29, 2024 | Feature Importance | CodeCode Available | 0 |
| Going Beyond H&E and Oncology: How Do Histopathology Foundation Models Perform for Multi-stain IHC and Immunology? | Oct 28, 2024 | Feature ImportanceMultiple Instance Learning | CodeCode Available | 1 |
| Fast Calibrated Explanations: Efficient and Uncertainty-Aware Explanations for Machine Learning Models | Oct 28, 2024 | Computational EfficiencyFeature Importance | CodeCode Available | 2 |
| Data-Driven Transient Stability Assessment of Power Systems with a Novel GHM-Enhanced CatBoost Algorithm | Oct 24, 2024 | Feature Importance | —Unverified | 0 |
