| Group Probability-Weighted Tree Sums for Interpretable Modeling of Heterogeneous Data | May 30, 2022 | SensitivitySpecificity | CodeCode Available | 1 |
| Hamiltonian Deep Neural Networks Guaranteeing Non-vanishing Gradients by Design | May 27, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Axiom-based Grad-CAM: Towards Accurate Visualization and Explanation of CNNs | Aug 5, 2020 | Image GenerationSensitivity | CodeCode Available | 1 |
| Artificial Intelligence Distinguishes COVID-19 from Community Acquired Pneumonia on Chest CT | Feb 19, 2020 | COVID-19 Image SegmentationDiagnostic | CodeCode Available | 1 |
| A Nonlinear Beamforming for Enhanced Spatiotemporal Sensitivity in High Frame Rate Ultrasound Flow Imaging | Aug 5, 2021 | Sensitivity | CodeCode Available | 1 |
| ASVD: Activation-aware Singular Value Decomposition for Compressing Large Language Models | Dec 10, 2023 | Sensitivity | CodeCode Available | 1 |
| A Geometric Perspective towards Neural Calibration via Sensitivity Decomposition | Oct 27, 2021 | Sensitivity | CodeCode Available | 1 |
| A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models | Oct 21, 2022 | MathMathematical Reasoning | CodeCode Available | 1 |
| Attack-Aware Noise Calibration for Differential Privacy | Jul 2, 2024 | Privacy PreservingSensitivity | CodeCode Available | 1 |
| AMICI: High-Performance Sensitivity Analysis for Large Ordinary Differential Equation Models | Dec 16, 2020 | parameter estimationSensitivity | CodeCode Available | 1 |
