| SmoothGrad: removing noise by adding noise | Jun 12, 2017 | Interpretable Machine LearningSensitivity | CodeCode Available | 4 |
| RadGPT: Constructing 3D Image-Text Tumor Datasets | Jan 8, 2025 | AI AgentAnatomy | CodeCode Available | 3 |
| Intervention-Aware Forecasting: Breaking Historical Limits from a System Perspective | May 22, 2024 | Data IntegrationSensitivity | CodeCode Available | 3 |
| 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 |
| 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 |
| Infrared Small Target Detection with Scale and Location Sensitivity | Mar 28, 2024 | Sensitivity | CodeCode Available | 2 |
| Variational Learning is Effective for Large Deep Networks | Feb 27, 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 |
| 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 |
| Scalable Gradients for Stochastic Differential Equations | Jan 5, 2020 | SensitivityVariational Inference | CodeCode Available | 2 |
| Phare: A Safety Probe for Large Language Models | May 16, 2025 | DiagnosticHallucination | CodeCode Available | 1 |
| Examining Deployment and Refinement of the VIOLA-AI Intracranial Hemorrhage Model Using an Interactive NeoMedSys Platform | May 14, 2025 | DiagnosticSensitivity | CodeCode Available | 1 |
| MxMoE: Mixed-precision Quantization for MoE with Accuracy and Performance Co-Design | May 9, 2025 | Mixture-of-ExpertsQuantization | CodeCode Available | 1 |
| A Control-Oriented Simplified Single Particle Model with Grouped Parameter and Sensitivity Analysis for Lithium-Ion Batteries | Apr 8, 2025 | Computational Efficiencyparameter estimation | CodeCode Available | 1 |
| HiLoTs: High-Low Temporal Sensitive Representation Learning for Semi-Supervised LiDAR Segmentation in Autonomous Driving | Mar 22, 2025 | Autonomous DrivingRepresentation Learning | CodeCode Available | 1 |
| On the Generalization of Representation Uncertainty in Earth Observation | Mar 10, 2025 | Earth ObservationMulti-Label Classification | CodeCode Available | 1 |
| HealthiVert-GAN: A Novel Framework of Pseudo-Healthy Vertebral Image Synthesis for Interpretable Compression Fracture Grading | Mar 8, 2025 | Computed Tomography (CT)Diagnostic | CodeCode Available | 1 |
| Lung-DDPM: Semantic Layout-guided Diffusion Models for Thoracic CT Image Synthesis | Feb 21, 2025 | DenoisingImage Generation | CodeCode Available | 1 |
| Scientific Machine Learning of Flow Resistance Using Universal Shallow Water Equations with Differentiable Programming | Feb 18, 2025 | Sensitivity | CodeCode Available | 1 |
| DCentNet: Decentralized Multistage Biomedical Signal Classification using Early Exits | Jan 31, 2025 | ECG ClassificationSensitivity | CodeCode Available | 1 |
| T2ICount: Enhancing Cross-modal Understanding for Zero-Shot Counting | Jan 1, 2025 | DenoisingObject Counting | CodeCode Available | 1 |
| Physics-Driven Autoregressive State Space Models for Medical Image Reconstruction | Dec 12, 2024 | Image ReconstructionSensitivity | CodeCode Available | 1 |
| Controllable Context Sensitivity and the Knob Behind It | Nov 11, 2024 | Question AnsweringRetrieval-augmented Generation | CodeCode Available | 1 |
| Prototypical Hash Encoding for On-the-Fly Fine-Grained Category Discovery | Oct 24, 2024 | Sensitivity | CodeCode Available | 1 |
