| Towards Robust Personalized Dialogue Generation via Order-Insensitive Representation Regularization | May 22, 2023 | Dialogue GenerationResponse Generation | CodeCode Available | 1 |
| Axiom-based Grad-CAM: Towards Accurate Visualization and Explanation of CNNs | Aug 5, 2020 | Image GenerationSensitivity | CodeCode Available | 1 |
| Closed-Form Diffeomorphic Transformations for Time Series Alignment | Jun 16, 2022 | CPUForm | CodeCode Available | 1 |
| A Cascaded Multi-Task Generative Framework for Detecting Aortic Dissection on 3D Non-contrast-enhanced Computed Tomography | Oct 1, 2022 | Sensitivity | CodeCode Available | 1 |
| ASVD: Activation-aware Singular Value Decomposition for Compressing Large Language Models | Dec 10, 2023 | 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 |
| Deep Learning to Improve Breast Cancer Early Detection on Screening Mammography | Aug 30, 2017 | Breast Cancer DetectionCancer-no cancer per image classification | CodeCode Available | 1 |
| Bring Your Own Data! Self-Supervised Evaluation for Large Language Models | Jun 23, 2023 | ChatbotLanguage Modeling | CodeCode Available | 1 |
| Cardiologist-Level Arrhythmia Detection with Convolutional Neural Networks | Jul 6, 2017 | Arrhythmia DetectionElectrocardiography (ECG) | CodeCode Available | 1 |
| Concept Drift Detection via Equal Intensity k-means Space Partitioning | Apr 24, 2020 | Change DetectionDrift Detection | CodeCode Available | 1 |
| Consistency Regularization for Cross-Lingual Fine-Tuning | Jun 15, 2021 | Machine TranslationQuestion Answering | CodeCode Available | 1 |
| Counterfactual reasoning: Do language models need world knowledge for causal understanding? | Dec 6, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Counterfactual reasoning: Testing language models' understanding of hypothetical scenarios | May 26, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| 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 |
| 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 |
| DCentNet: Decentralized Multistage Biomedical Signal Classification using Early Exits | Jan 31, 2025 | ECG ClassificationSensitivity | CodeCode Available | 1 |
| Decision-based Black-box Attack Against Vision Transformers via Patch-wise Adversarial Removal | Dec 7, 2021 | Adversarial RobustnessSensitivity | CodeCode Available | 1 |
| Analysis of the robustness of NMF algorithms | Jun 4, 2021 | feature selectionSensitivity | CodeCode Available | 1 |
| AMICI: High-Performance Sensitivity Analysis for Large Ordinary Differential Equation Models | Dec 16, 2020 | parameter estimationSensitivity | CodeCode Available | 1 |
| DenoMamba: A fused state-space model for low-dose CT denoising | Sep 19, 2024 | DenoisingDiagnostic | CodeCode Available | 1 |
| Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-Transform Domain | Mar 7, 2021 | Sensitivity | CodeCode Available | 1 |
| DP-MERF: Differentially Private Mean Embeddings with Random Features for Practical Privacy-Preserving Data Generation | Feb 26, 2020 | Privacy PreservingSensitivity | CodeCode Available | 1 |
| DR-VNet: Retinal Vessel Segmentation via Dense Residual UNet | Nov 8, 2021 | Retinal Vessel SegmentationSegmentation | CodeCode Available | 1 |
| AdjointDPM: Adjoint Sensitivity Method for Gradient Backpropagation of Diffusion Probabilistic Models | Jul 20, 2023 | DenoisingSensitivity | CodeCode Available | 1 |
| Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations | Jul 11, 2017 | Deep LearningSegmentation | CodeCode Available | 1 |
