| 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 |
| Explaining Chest X-ray Pathologies in Natural Language | Jul 9, 2022 | Explainable Models | CodeCode Available | 1 | 5 |
| Physically Explainable CNN for SAR Image Classification | Oct 27, 2021 | ClassificationExplainable Models | CodeCode Available | 1 | 5 |
| BioX-CPath: Biologically-driven Explainable Diagnostics for Multistain IHC Computational Pathology | Mar 26, 2025 | Explainable ModelsGraph Neural Network | CodeCode Available | 1 | 5 |
| CaBRNet, an open-source library for developing and evaluating Case-Based Reasoning Models | Sep 25, 2024 | Explainable Models | CodeCode Available | 1 | 5 |
| Consistent Explanations by Contrastive Learning | Oct 1, 2021 | Contrastive LearningExplainable artificial intelligence | CodeCode Available | 1 | 5 |
| Explainable Multivariate Time Series Classification: A Deep Neural Network Which Learns To Attend To Important Variables As Well As Informative Time Intervals | Nov 23, 2020 | Explainable ModelsGeneral Classification | CodeCode Available | 1 | 5 |
| CDT: Cascading Decision Trees for Explainable Reinforcement Learning | Nov 15, 2020 | Deep Reinforcement LearningExplainable Models | CodeCode Available | 1 | 5 |
| Discovery of Nonlinear Dynamical Systems using a Runge-Kutta Inspired Dictionary-based Sparse Regression Approach | May 11, 2021 | Dictionary LearningExplainable Models | CodeCode Available | 1 | 5 |
| TraceFL: Interpretability-Driven Debugging in Federated Learning via Neuron Provenance | Dec 21, 2023 | Explainable ModelsFault localization | CodeCode Available | 1 | 5 |
