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| 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 |