| A Deep Learning Model for Coronary Artery Segmentation and Quantitative Stenosis Detection in Angiographic Images | Jun 1, 2024 | Coronary Artery SegmentationImage Segmentation | CodeCode Available | 1 | 5 |
| Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity | May 23, 2024 | Federated LearningSensitivity | CodeCode Available | 1 | 5 |
| Phare: A Safety Probe for Large Language Models | May 16, 2025 | DiagnosticHallucination | CodeCode Available | 1 | 5 |
| Counterfactual reasoning: Do language models need world knowledge for causal understanding? | Dec 6, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 | 5 |
| Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine Learning | Oct 19, 2023 | DiversityMemorization | CodeCode Available | 1 | 5 |
| A Fuzzy Rank-based Ensemble of CNN Models for Classification of Cervical Cytology | Jul 15, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| COVID-CT-Mask-Net: Prediction of COVID-19 from CT Scans Using Regional Features | Oct 14, 2020 | COVID-19 DiagnosisCOVID-19 Image Segmentation | CodeCode Available | 1 | 5 |
| CovidAID: COVID-19 Detection Using Chest X-Ray | Apr 21, 2020 | Sensitivity | CodeCode Available | 1 | 5 |
| COVID-CT-MD: COVID-19 Computed Tomography (CT) Scan Dataset Applicable in Machine Learning and Deep Learning | Sep 28, 2020 | Computed Tomography (CT)Diagnostic | CodeCode Available | 1 | 5 |
| Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning | Mar 15, 2023 | parameter-efficient fine-tuningSensitivity | CodeCode Available | 1 | 5 |
| ABNIRML: Analyzing the Behavior of Neural IR Models | Nov 2, 2020 | DiagnosticLanguage Modelling | CodeCode Available | 1 | 5 |
| DCentNet: Decentralized Multistage Biomedical Signal Classification using Early Exits | Jan 31, 2025 | ECG ClassificationSensitivity | CodeCode Available | 1 | 5 |
| Decision-based Black-box Attack Against Vision Transformers via Patch-wise Adversarial Removal | Dec 7, 2021 | Adversarial RobustnessSensitivity | CodeCode Available | 1 | 5 |
| DEMETR: Diagnosing Evaluation Metrics for Translation | Oct 25, 2022 | DiagnosticMachine Translation | CodeCode Available | 1 | 5 |
| Deep learning-driven fragment ion series classification enables highly precise and sensitive de novo peptide sequencing | Jan 6, 2023 | de novo peptide sequencingSensitivity | CodeCode Available | 1 | 5 |
| A Geometric Perspective towards Neural Calibration via Sensitivity Decomposition | Oct 27, 2021 | Sensitivity | CodeCode Available | 1 | 5 |
| Analysis of the robustness of NMF algorithms | Jun 4, 2021 | feature selectionSensitivity | CodeCode Available | 1 | 5 |
| Deep Learning of Human Visual Sensitivity in Image Quality Assessment Framework | Jul 1, 2017 | Full reference image quality assessmentFull-Reference Image Quality Assessment | CodeCode Available | 1 | 5 |
| DenoMamba: A fused state-space model for low-dose CT denoising | Sep 19, 2024 | DenoisingDiagnostic | CodeCode Available | 1 | 5 |
| Detection of gravitational-wave signals from binary neutron star mergers using machine learning | Jun 2, 2020 | BIG-bench Machine LearningSensitivity | CodeCode Available | 1 | 5 |
| Detection and Segmentation of Lesion Areas in Chest CT Scans For The Prediction of COVID-19 | Oct 26, 2020 | COVID-19 DiagnosisCOVID-19 Image Segmentation | CodeCode Available | 1 | 5 |
| Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-Transform Domain | Mar 7, 2021 | Sensitivity | CodeCode Available | 1 | 5 |
| The Memory Perturbation Equation: Understanding Model's Sensitivity to Data | Oct 30, 2023 | Sensitivity | CodeCode Available | 1 | 5 |
| There and Back Again: Revisiting Backpropagation Saliency Methods | Apr 6, 2020 | Meta-LearningSensitivity | CodeCode Available | 1 | 5 |
| DP-MERF: Differentially Private Mean Embeddings with Random Features for Practical Privacy-Preserving Data Generation | Feb 26, 2020 | Privacy PreservingSensitivity | CodeCode Available | 1 | 5 |
| Towards Robust Personalized Dialogue Generation via Order-Insensitive Representation Regularization | May 22, 2023 | Dialogue GenerationResponse Generation | CodeCode Available | 1 | 5 |
| A Cascaded Multi-Task Generative Framework for Detecting Aortic Dissection on 3D Non-contrast-enhanced Computed Tomography | Oct 1, 2022 | Sensitivity | CodeCode Available | 1 | 5 |
| Effective Backdoor Defense by Exploiting Sensitivity of Poisoned Samples | Nov 1, 2022 | backdoor defenseSensitivity | CodeCode Available | 1 | 5 |
| A Nonlinear Beamforming for Enhanced Spatiotemporal Sensitivity in High Frame Rate Ultrasound Flow Imaging | Aug 5, 2021 | Sensitivity | CodeCode Available | 1 | 5 |
| AdaptiveWeighted Attention Network with Camera Spectral Sensitivity Prior for Spectral Reconstruction from RGB Images | May 19, 2020 | SensitivitySpectral Reconstruction | CodeCode Available | 1 | 5 |
| A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models | Oct 21, 2022 | MathMathematical Reasoning | CodeCode Available | 1 | 5 |
| Maximum Mutation Reinforcement Learning for Scalable Control | Jul 24, 2020 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 | 5 |
| Exploring QSAR Models for Activity-Cliff Prediction | Jan 31, 2023 | molecular representationPrediction | CodeCode Available | 1 | 5 |
| Extending Logic Explained Networks to Text Classification | Nov 4, 2022 | ClassificationSensitivity | CodeCode Available | 1 | 5 |
| FovVideoVDP: A visible difference predictor for wide field-of-view video | Apr 1, 2021 | Sensitivity | CodeCode Available | 1 | 5 |
| Fundamental Tradeoffs between Invariance and Sensitivity to Adversarial Perturbations | Feb 11, 2020 | Sensitivity | CodeCode Available | 1 | 5 |
| Artificial Intelligence Distinguishes COVID-19 from Community Acquired Pneumonia on Chest CT | Feb 19, 2020 | COVID-19 Image SegmentationDiagnostic | CodeCode Available | 1 | 5 |
| Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations | Jul 11, 2017 | Deep LearningSegmentation | CodeCode Available | 1 | 5 |
| HAWQ-V2: Hessian Aware trace-Weighted Quantization of Neural Networks | Nov 10, 2019 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Hessian-Aware Pruning and Optimal Neural Implant | Jan 22, 2021 | Sensitivity | CodeCode Available | 1 | 5 |
| High-resolution synthesis of high-density breast mammograms: Application to improved fairness in deep learning based mass detection | Sep 20, 2022 | Breast Cancer DetectionData Augmentation | CodeCode Available | 1 | 5 |
| IMJENSE: Scan-specific Implicit Representation for Joint Coil Sensitivity and Image Estimation in Parallel MRI | Nov 21, 2023 | MRI ReconstructionSensitivity | CodeCode Available | 1 | 5 |
| AMICI: High-Performance Sensitivity Analysis for Large Ordinary Differential Equation Models | Dec 16, 2020 | parameter estimationSensitivity | CodeCode Available | 1 | 5 |
| DR-VNet: Retinal Vessel Segmentation via Dense Residual UNet | Nov 8, 2021 | Retinal Vessel SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Inherent Trade-Offs between Diversity and Stability in Multi-Task Benchmarks | May 2, 2024 | DiversitySensitivity | CodeCode Available | 1 | 5 |
| End-to-end Prostate Cancer Detection in bpMRI via 3D CNNs: Effects of Attention Mechanisms, Clinical Priori and Decoupled False Positive Reduction | Jan 8, 2021 | Clinical KnowledgeComputational Efficiency | CodeCode Available | 1 | 5 |
| LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual Images | May 30, 2023 | counterfactualLanguage Modeling | CodeCode Available | 1 | 5 |
| AdjointDPM: Adjoint Sensitivity Method for Gradient Backpropagation of Diffusion Probabilistic Models | Jul 20, 2023 | DenoisingSensitivity | CodeCode Available | 1 | 5 |
| Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning | Oct 9, 2021 | Continual LearningSensitivity | CodeCode Available | 1 | 5 |
