| SegNBDT: Visual Decision Rules for Segmentation | Jun 11, 2020 | Explainable Modelsimage-classification | CodeCode Available | 1 | 5 |
| Post Processing Recommender Systems with Knowledge Graphs for Recency, Popularity, and Diversity of Explanations | Apr 24, 2022 | DiversityExplainable Models | CodeCode Available | 1 | 5 |
| One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification | Feb 28, 2022 | AllCell Detection | CodeCode Available | 1 | 5 |
| Consistent Explanations by Contrastive Learning | Oct 1, 2021 | Contrastive LearningExplainable artificial intelligence | CodeCode Available | 1 | 5 |
| Improved CNN-based Learning of Interpolation Filters for Low-Complexity Inter Prediction in Video Coding | Jun 16, 2021 | Explainable ModelsMotion Compensation | CodeCode Available | 1 | 5 |
| SLISEMAP: Supervised dimensionality reduction through local explanations | Jan 12, 2022 | ClassificationDimensionality Reduction | CodeCode Available | 1 | 5 |
| Medical Slice Transformer: Improved Diagnosis and Explainability on 3D Medical Images with DINOv2 | Nov 24, 2024 | ClassificationDiagnostic | CodeCode Available | 1 | 5 |
| Data Science Principles for Interpretable and Explainable AI | May 17, 2024 | Explainable Models | CodeCode Available | 0 | 5 |
| Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery | Dec 10, 2019 | Explainable Modelsregression | CodeCode Available | 0 | 5 |
| Multimodal Explanations: Justifying Decisions and Pointing to the Evidence | Feb 15, 2018 | Activity RecognitionExplainable Models | CodeCode Available | 0 | 5 |
