| Phare: A Safety Probe for Large Language Models | May 16, 2025 | DiagnosticHallucination | CodeCode Available | 1 | 5 |
| Bring Your Own Data! Self-Supervised Evaluation for Large Language Models | Jun 23, 2023 | ChatbotLanguage Modeling | CodeCode Available | 1 | 5 |
| Bold but Cautious: Unlocking the Potential of Personalized Federated Learning through Cautiously Aggressive Collaboration | Sep 20, 2023 | Federated LearningPersonalized Federated Learning | CodeCode Available | 1 | 5 |
| Lightweight Model For The Prediction of COVID-19 Through The Detection And Segmentation of Lesions in Chest CT Scans | Nov 4, 2020 | COVID-19 DiagnosisCOVID-19 Image Segmentation | CodeCode Available | 1 | 5 |
| ABNIRML: Analyzing the Behavior of Neural IR Models | Nov 2, 2020 | DiagnosticLanguage Modelling | CodeCode Available | 1 | 5 |
| Cardiologist-Level Arrhythmia Detection with Convolutional Neural Networks | Jul 6, 2017 | Arrhythmia DetectionElectrocardiography (ECG) | CodeCode Available | 1 | 5 |
| CausalGraph2LLM: Evaluating LLMs for Causal Queries | Oct 21, 2024 | Sensitivity | CodeCode Available | 1 | 5 |
| AdapMoE: Adaptive Sensitivity-based Expert Gating and Management for Efficient MoE Inference | Aug 19, 2024 | ManagementMixture-of-Experts | CodeCode Available | 1 | 5 |
| Close, But Not There: Boosting Geographic Distance Sensitivity in Visual Place Recognition | Jul 2, 2024 | SensitivityVisual Place Recognition | CodeCode Available | 1 | 5 |
| MxMoE: Mixed-precision Quantization for MoE with Accuracy and Performance Co-Design | May 9, 2025 | Mixture-of-ExpertsQuantization | CodeCode Available | 1 | 5 |
| NILE : Natural Language Inference with Faithful Natural Language Explanations | May 25, 2020 | Decision MakingNatural Language Inference | CodeCode Available | 1 | 5 |
| SAFE: Sensitivity-Aware Features for Out-of-Distribution Object Detection | Aug 29, 2022 | Image ClassificationObject | 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 |
| CovidAID: COVID-19 Detection Using Chest X-Ray | Apr 21, 2020 | Sensitivity | CodeCode Available | 1 | 5 |
| A Geometric Perspective towards Neural Calibration via Sensitivity Decomposition | Oct 27, 2021 | Sensitivity | CodeCode Available | 1 | 5 |
| Controllable Context Sensitivity and the Knob Behind It | Nov 11, 2024 | Question AnsweringRetrieval-augmented Generation | CodeCode Available | 1 | 5 |
| Counterfactual reasoning: Do language models need world knowledge for causal understanding? | Dec 6, 2022 | counterfactualCounterfactual Reasoning | 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 |
| Counterfactual reasoning: Testing language models' understanding of hypothetical scenarios | May 26, 2023 | 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 |
| AMICI: High-Performance Sensitivity Analysis for Large Ordinary Differential Equation Models | Dec 16, 2020 | parameter estimationSensitivity | CodeCode Available | 1 | 5 |
| Curriculum-Meta Learning for Order-Robust Continual Relation Extraction | Jan 6, 2021 | Continual Relation ExtractionMeta-Learning | 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 |
| AdjointDPM: Adjoint Sensitivity Method for Gradient Backpropagation of Diffusion Probabilistic Models | Jul 20, 2023 | DenoisingSensitivity | 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 |
| DEMETR: Diagnosing Evaluation Metrics for Translation | Oct 25, 2022 | DiagnosticMachine Translation | CodeCode Available | 1 | 5 |
| DenoMamba: A fused state-space model for low-dose CT denoising | Sep 19, 2024 | DenoisingDiagnostic | 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 |
| Artificial Intelligence Distinguishes COVID-19 from Community Acquired Pneumonia on Chest CT | Feb 19, 2020 | COVID-19 Image SegmentationDiagnostic | CodeCode Available | 1 | 5 |
| Effective Backdoor Defense by Exploiting Sensitivity of Poisoned Samples | Nov 1, 2022 | backdoor defenseSensitivity | 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 |
| A 1D-CNN Based Deep Learning Technique for Sleep Apnea Detection in IoT Sensors | May 2, 2021 | BinarizationSensitivity | CodeCode Available | 1 | 5 |
| Exploring QSAR Models for Activity-Cliff Prediction | Jan 31, 2023 | molecular representationPrediction | CodeCode Available | 1 | 5 |
| Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity | Apr 18, 2021 | Sensitivitytext-classification | CodeCode Available | 1 | 5 |
| Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity | May 23, 2024 | Federated LearningSensitivity | 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 |
| Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations | Jul 11, 2017 | Deep LearningSegmentation | CodeCode Available | 1 | 5 |
| Hamiltonian Deep Neural Networks Guaranteeing Non-vanishing Gradients by Design | May 27, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| HAWQ-V2: Hessian Aware trace-Weighted Quantization of Neural Networks | Nov 10, 2019 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| Attack-Aware Noise Calibration for Differential Privacy | Jul 2, 2024 | Privacy PreservingSensitivity | CodeCode Available | 1 | 5 |
| ASVD: Activation-aware Singular Value Decomposition for Compressing Large Language Models | Dec 10, 2023 | 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 |
| HiLoTs: High-Low Temporal Sensitive Representation Learning for Semi-Supervised LiDAR Segmentation in Autonomous Driving | Mar 22, 2025 | Autonomous DrivingRepresentation Learning | CodeCode Available | 1 | 5 |
| Concept Drift Detection via Equal Intensity k-means Space Partitioning | Apr 24, 2020 | Change DetectionDrift Detection | 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 |
| AdaptiveWeighted Attention Network with Camera Spectral Sensitivity Prior for Spectral Reconstruction from RGB Images | May 19, 2020 | SensitivitySpectral Reconstruction | CodeCode Available | 1 | 5 |
| Axiom-based Grad-CAM: Towards Accurate Visualization and Explanation of CNNs | Aug 5, 2020 | Image GenerationSensitivity | CodeCode Available | 1 | 5 |
| ITSA: An Information-Theoretic Approach to Automatic Shortcut Avoidance and Domain Generalization in Stereo Matching Networks | Jan 6, 2022 | Domain GeneralizationSensitivity | 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 |
