| Nighttime Driver Behavior Prediction Using Taillight Signal Recognition via CNN-SVM Classifier | Oct 25, 2023 | Autonomous VehiclesSpecificity | CodeCode Available | 0 |
| A deep learning approach for automated detection of geographic atrophy from color fundus photographs | Jun 7, 2019 | Deep LearningSpecificity | CodeCode Available | 0 |
| Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning | Feb 11, 2025 | HallucinationIn-Context Learning | CodeCode Available | 0 |
| Elaborative Simplification: Content Addition and Explanation Generation in Text Simplification | Oct 20, 2020 | Explanation GenerationSentence | CodeCode Available | 0 |
| Progressive Cluster Purification for Unsupervised Feature Learning | Jul 6, 2020 | ClusteringSpecificity | CodeCode Available | 0 |
| DeepClean -- self-supervised artefact rejection for intensive care waveform data using deep generative learning | Aug 8, 2019 | ImputationSpecificity | CodeCode Available | 0 |
| FibroVit—Vision transformer-based framework for detection and classification of pulmonary fibrosis from chest CT images | Nov 8, 2023 | DiagnosticSpecificity | CodeCode Available | 0 |
| The curious case of the test set AUROC | Dec 19, 2023 | SensitivitySpecificity | CodeCode Available | 0 |
| eGAN: Unsupervised approach to class imbalance using transfer learning | Apr 9, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Efficient Self-Supervised Barlow Twins from Limited Tissue Slide Cohorts for Colonic Pathology Diagnostics | Nov 8, 2024 | Self-Supervised LearningSpecificity | CodeCode Available | 0 |
| Combating Ambiguity for Hash-code Learning in Medical Instance Retrieval | May 19, 2021 | DiagnosticRetrieval | CodeCode Available | 0 |
| Fine-Grained Domain Generalization with Feature Structuralization | Jun 13, 2024 | Domain GeneralizationSpecificity | CodeCode Available | 0 |
| Asymmetric Momentum: A Rethinking of Gradient Descent | Sep 5, 2023 | Specificity | CodeCode Available | 0 |
| Self-Supervised Convolutional Audio Models are Flexible Acoustic Feature Learners: A Domain Specificity and Transfer-Learning Study | Feb 4, 2025 | Self-Supervised LearningSpecificity | CodeCode Available | 0 |
| Fingerprinting web servers through Transformer-encoded HTTP response headers | Mar 26, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Classification with 2-D Convolutional Neural Networks for breast cancer diagnosis | Jul 7, 2020 | ClassificationDiagnostic | CodeCode Available | 0 |
| Visual-Semantic Knowledge Conflicts in Operating Rooms: Synthetic Data Curation for Surgical Risk Perception in Multimodal Large Language Models | Jun 25, 2025 | Specificity | CodeCode Available | 0 |
| Distance-based Positive and Unlabeled Learning for Ranking | May 20, 2020 | Learning-To-RankSpecificity | CodeCode Available | 0 |
| Augmenting expert detection of early coronary artery occlusion from 12 lead electrocardiograms using deep learning | Mar 11, 2019 | SensitivitySpecificity | CodeCode Available | 0 |
| BSDA: Bayesian Random Semantic Data Augmentation for Medical Image Classification | Mar 10, 2024 | Data AugmentationDiversity | CodeCode Available | 0 |
| An Ontology-Based Dialogue Management System for Banking and Finance Dialogue Systems | Apr 13, 2018 | ChatbotDialogue Management | CodeCode Available | 0 |
| Folded Recurrent Neural Networks for Future Video Prediction | Dec 1, 2017 | DecoderPrediction | CodeCode Available | 0 |
| NormAd: A Framework for Measuring the Cultural Adaptability of Large Language Models | Apr 18, 2024 | NavigateSpecificity | CodeCode Available | 0 |
| AsthmaSCELNet: A Lightweight Supervised Contrastive Embedding Learning Framework For Asthma Classification Using Lung Sounds | Aug 1, 2023 | Asthmatic Lung Sound ClassificationAudio Classification | CodeCode Available | 0 |
| NoteContrast: Contrastive Language-Diagnostic Pretraining for Medical Text | Dec 16, 2024 | DiagnosticMedical Diagnosis | CodeCode Available | 0 |
| Efficient and Visualizable Convolutional Neural Networks for COVID-19 Classification Using Chest CT | Dec 22, 2020 | COVID-19 DiagnosisDiagnostic | CodeCode Available | 0 |
| Editing Common Sense in Transformers | May 24, 2023 | Common Sense ReasoningModel Editing | CodeCode Available | 0 |
| From Forest to Zoo: Great Ape Behavior Recognition with ChimpBehave | May 30, 2024 | Action RecognitionDomain Adaptation | CodeCode Available | 0 |
| Less is KEN: a Universal and Simple Non-Parametric Pruning Algorithm for Large Language Models | Feb 5, 2024 | Density EstimationNetwork Pruning | CodeCode Available | 0 |
| From Key Points to Key Point Hierarchy: Structured and Expressive Opinion Summarization | Jun 6, 2023 | Natural Language InferenceOpinion Summarization | CodeCode Available | 0 |
| Accelerating COVID-19 Differential Diagnosis with Explainable Ultrasound Image Analysis | Sep 13, 2020 | DiagnosticSensitivity | CodeCode Available | 0 |
| FTA-FTL: A Fine-Tuned Aggregation Federated Transfer Learning Scheme for Lithology Microscopic Image Classification | Jan 6, 2025 | Data AugmentationFederated Learning | CodeCode Available | 0 |
| SNeurodCNN: Structure-focused Neurodegeneration Convolutional Neural Network for Modelling and Classification of Alzheimer's Disease | Jan 8, 2024 | Image EnhancementSensitivity | CodeCode Available | 0 |
| Pruning as a Domain-specific LLM Extractor | May 10, 2024 | Specificity | CodeCode Available | 0 |
| Semantic Coherence Markers for the Early Diagnosis of the Alzheimer Disease | Feb 2, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Leveraging Explicit Reasoning for Inference Integration in Commonsense-Augmented Dialogue Models | Jun 13, 2024 | Response GenerationSpecificity | CodeCode Available | 0 |
| DED: Diagnostic Evidence Distillation for acne severity grading on face images | Oct 5, 2023 | Acne Severity GradingDiagnostic | CodeCode Available | 0 |
| A Classification Benchmark for Artificial Intelligence Detection of Laryngeal Cancer from Patient Voice | Dec 20, 2024 | BenchmarkingDiagnostic | CodeCode Available | 0 |
| PuRe: Robust pupil detection for real-time pervasive eye tracking | Dec 24, 2017 | Pupil DetectionSpecificity | CodeCode Available | 0 |
| Leveraging Topic Specificity and Social Relationships for Expert Finding in Community Question Answering Platforms | Jul 4, 2024 | Community Question AnsweringLearning-To-Rank | CodeCode Available | 0 |
| PWM2Vec: An Efficient Embedding Approach for Viral Host Specification from Coronavirus Spike Sequences | Jan 6, 2022 | Open-Ended Question AnsweringSpecificity | CodeCode Available | 0 |
| Auxiliary Discrminator Sequence Generative Adversarial Networks (ADSeqGAN) for Few Sample Molecule Generation | Feb 23, 2025 | DiversityDrug Discovery | CodeCode Available | 0 |
| EAR-NET: Error Attention Refining Network For Retinal Vessel Segmentation | Jul 3, 2021 | Retinal Vessel SegmentationSegmentation | CodeCode Available | 0 |
| Lightning-fast adaptive immune receptor similarity search by symmetric deletion lookup | Mar 14, 2024 | DiversitySpecificity | CodeCode Available | 0 |
| An Evaluation of Machine Learning Approaches for Early Diagnosis of Autism Spectrum Disorder | Sep 20, 2023 | BenchmarkingClustering | CodeCode Available | 0 |
| ST-SQL: Semi-Supervised Self-Training for Text-to-SQL via Column Specificity Meta-Learning | Nov 16, 2021 | Meta-LearningSpecificity | CodeCode Available | 0 |
| Object-based multi-temporal and multi-source land cover mapping leveraging hierarchical class relationships | Nov 20, 2019 | SpecificityTime Series | CodeCode Available | 0 |
| AutoScore-Imbalance: An interpretable machine learning tool for development of clinical scores with rare events data | Jul 13, 2021 | Decision MakingInterpretable Machine Learning | CodeCode Available | 0 |
| Semi-automatic tuning of coupled climate models with multiple intrinsic timescales: lessons learned from the Lorenz96 model | Aug 11, 2022 | SpecificityUncertainty Quantification | CodeCode Available | 0 |
| DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRI | Jul 18, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |