| SmoothGrad: removing noise by adding noise | Jun 12, 2017 | Interpretable Machine LearningSensitivity | CodeCode Available | 4 |
| Intervention-Aware Forecasting: Breaking Historical Limits from a System Perspective | May 22, 2024 | Data IntegrationSensitivity | CodeCode Available | 3 |
| RadGPT: Constructing 3D Image-Text Tumor Datasets | Jan 8, 2025 | AI AgentAnatomy | CodeCode Available | 3 |
| Infrared Small Target Detection with Scale and Location Sensitivity | Mar 28, 2024 | Sensitivity | CodeCode Available | 2 |
| BHASA: A Holistic Southeast Asian Linguistic and Cultural Evaluation Suite for Large Language Models | Sep 12, 2023 | DiagnosticNatural Language Understanding | CodeCode Available | 2 |
| I2I-Mamba: Multi-modal medical image synthesis via selective state space modeling | May 22, 2024 | Image GenerationMamba | CodeCode Available | 2 |
| LeGrad: An Explainability Method for Vision Transformers via Feature Formation Sensitivity | Apr 4, 2024 | Sensitivity | CodeCode Available | 2 |
| Scalable Gradients for Stochastic Differential Equations | Jan 5, 2020 | SensitivityVariational Inference | CodeCode Available | 2 |
| OptMetaOpenFOAM: Large Language Model Driven Chain of Thought for Sensitivity Analysis and Parameter Optimization based on CFD | Mar 3, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| When and why vision-language models behave like bags-of-words, and what to do about it? | Oct 4, 2022 | Contrastive LearningRetrieval | CodeCode Available | 2 |
| Variational Learning is Effective for Large Deep Networks | Feb 27, 2024 | Sensitivity | CodeCode Available | 2 |
| Bring Your Own Data! Self-Supervised Evaluation for Large Language Models | Jun 23, 2023 | ChatbotLanguage Modeling | CodeCode Available | 1 |
| Phare: A Safety Probe for Large Language Models | May 16, 2025 | DiagnosticHallucination | CodeCode Available | 1 |
| Bold but Cautious: Unlocking the Potential of Personalized Federated Learning through Cautiously Aggressive Collaboration | Sep 20, 2023 | Federated LearningPersonalized Federated Learning | CodeCode Available | 1 |
| Attack-Aware Noise Calibration for Differential Privacy | Jul 2, 2024 | Privacy PreservingSensitivity | CodeCode Available | 1 |
| Axiom-based Grad-CAM: Towards Accurate Visualization and Explanation of CNNs | Aug 5, 2020 | Image GenerationSensitivity | CodeCode Available | 1 |
| Cardiologist-Level Arrhythmia Detection with Convolutional Neural Networks | Jul 6, 2017 | Arrhythmia DetectionElectrocardiography (ECG) | CodeCode Available | 1 |
| Analysis of the robustness of NMF algorithms | Jun 4, 2021 | feature selectionSensitivity | CodeCode Available | 1 |
| A 1D-CNN Based Deep Learning Technique for Sleep Apnea Detection in IoT Sensors | May 2, 2021 | BinarizationSensitivity | CodeCode Available | 1 |
| A Fuzzy Rank-based Ensemble of CNN Models for Classification of Cervical Cytology | Jul 15, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| A Geometric Perspective towards Neural Calibration via Sensitivity Decomposition | Oct 27, 2021 | Sensitivity | CodeCode Available | 1 |
| AMICI: High-Performance Sensitivity Analysis for Large Ordinary Differential Equation Models | Dec 16, 2020 | parameter estimationSensitivity | 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 |
| AdapMoE: Adaptive Sensitivity-based Expert Gating and Management for Efficient MoE Inference | Aug 19, 2024 | ManagementMixture-of-Experts | CodeCode Available | 1 |
