| A Federated Learning Aggregation Algorithm for Pervasive Computing: Evaluation and Comparison | Oct 19, 2021 | Activity RecognitionFederated Learning | CodeCode Available | 1 |
| Graph Convolution Neural Network For Weakly Supervised Abnormality Localization In Long Capsule Endoscopy Videos | Oct 18, 2021 | Change Point DetectionGraph Classification | —Unverified | 0 |
| CAE-Transformer: Transformer-based Model to Predict Invasiveness of Lung Adenocarcinoma Subsolid Nodules from Non-thin Section 3D CT Scans | Oct 17, 2021 | Computed Tomography (CT)Specificity | —Unverified | 0 |
| A deep learning pipeline for localization, differentiation, and uncertainty estimation of liver lesions using multi-phasic and multi-sequence MRI | Oct 17, 2021 | DiagnosticSpecificity | —Unverified | 0 |
| Receptive Field Broadening and Boosting for Salient Object Detection | Oct 15, 2021 | Objectobject-detection | —Unverified | 0 |
| Is Stance Detection Topic-Independent and Cross-topic Generalizable? -- A Reproduction Study | Oct 14, 2021 | SpecificityStance Detection | —Unverified | 0 |
| Non-contact Atrial Fibrillation Detection from Face Videos by Learning Systolic Peaks | Oct 14, 2021 | Atrial Fibrillation DetectionElectrocardiography (ECG) | —Unverified | 0 |
| A deep learning model for classification of diabetic retinopathy in eye fundus images based on retinal lesion detection | Oct 14, 2021 | Lesion DetectionSpecificity | —Unverified | 0 |
| Learning to perceive objects by prediction | Oct 12, 2021 | ObjectPrediction | —Unverified | 0 |
| CovXR: Automated Detection of COVID-19 Pneumonia in Chest X-Rays through Machine Learning | Oct 12, 2021 | Diagnosticimage-classification | —Unverified | 0 |
| Iterative Refinement Graph Neural Network for Antibody Sequence-Structure Co-design | Oct 9, 2021 | Graph Neural NetworkProtein Design | CodeCode Available | 1 |
| Lookup or Exploratory: What is Your Search Intent? | Oct 9, 2021 | SpecificityTriplet | —Unverified | 0 |
| HydraSum: Disentangling Stylistic Features in Text Summarization using Multi-Decoder Models | Oct 8, 2021 | Abstractive Text SummarizationDecoder | CodeCode Available | 1 |
| Causal Representation Learning for Context-Aware Face Transfer | Oct 4, 2021 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Breast Cancer Diagnosis in Two-View Mammography Using End-to-End Trained EfficientNet-Based Convolutional Network | Oct 1, 2021 | Cancer-no cancer per breast classificationCancer-no cancer per image classification | CodeCode Available | 1 |
| SOUL: An Energy-Efficient Unsupervised Online Learning Seizure Detection Classifier | Oct 1, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| An Ensemble-based Multi-Criteria Decision Making Method for COVID-19 Cough Classification | Oct 1, 2021 | BIG-bench Machine LearningCough Classification | —Unverified | 0 |
| Unveiling Trail Making Test: Visual and manual trajectories indexing multiple executive processes | Sep 30, 2021 | Specificity | —Unverified | 0 |
| AutoMO-Mixer: An automated multi-objective multi-layer perspecton Mixer model for medical image based diagnosis | Sep 29, 2021 | Bayesian OptimizationMedical Image Analysis | —Unverified | 0 |
| HydraSum - Disentangling Stylistic Features in Text Summarization using Multi-Decoder Models | Sep 29, 2021 | Abstractive Text SummarizationDecoder | —Unverified | 0 |
| N-shot Palm Vein Verification Using Siamese Networks | Sep 27, 2021 | Deep LearningSpecificity | —Unverified | 0 |
| Deep Learning-Based Detection of the Acute Respiratory Distress Syndrome: What Are the Models Learning? | Sep 25, 2021 | Feature EngineeringRespiratory Failure | —Unverified | 0 |
| Label-Assemble: Leveraging Multiple Datasets with Partial Labels | Sep 25, 2021 | COVID-19 DiagnosisSpecificity | CodeCode Available | 1 |
| Blood-derived lncRNAs as potential biomarkers for early cancer diagnosis: The Good, the Bad and the Beauty | Sep 24, 2021 | DiagnosticSpecificity | —Unverified | 0 |
| DeepStroke: An Efficient Stroke Screening Framework for Emergency Rooms with Multimodal Adversarial Deep Learning | Sep 24, 2021 | AttributeMultimodal Deep Learning | —Unverified | 0 |
| A Profile-Based Binary Feature Extraction Method Using Frequent Itemsets for Improving Coronary Artery Disease Diagnosis | Sep 22, 2021 | BinarizationSpecificity | —Unverified | 0 |
| Machine Learning Methods for Identifying Atrial Fibrillation Cases and Their Predictors in Patients With Hypertrophic Cardiomyopathy: The HCM-AF-Risk Model | Sep 19, 2021 | RhythmSpecificity | —Unverified | 0 |
| Identifying Ventricular Arrhythmias and Their Predictors by Applying Machine Learning Methods to Electronic Health Records in Patients With Hypertrophic Cardiomyopathy(HCM-VAr-Risk Model) | Sep 19, 2021 | Specificity | —Unverified | 0 |
| The Report on China-Spain Joint Clinical Testing for Rapid COVID-19 Risk Screening by Eye-region Manifestations | Sep 18, 2021 | Binary ClassificationSensitivity | —Unverified | 0 |
| Random Multi-Channel Image Synthesis for Multiplexed Immunofluorescence Imaging | Sep 18, 2021 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| Mitigating Data Scarceness through Data Synthesis, Augmentation and Curriculum for Abstractive Summarization | Sep 17, 2021 | Abstractive Text SummarizationData Augmentation | —Unverified | 0 |
| On the Language-specificity of Multilingual BERT and the Impact of Fine-tuning | Sep 14, 2021 | Language IdentificationNatural Language Inference | CodeCode Available | 0 |
| A secondary immune response based on co-evolutive populations of agents for anomaly detection and characterization | Sep 11, 2021 | Anomaly DetectionSpecificity | —Unverified | 0 |
| Neural Networks for Latent Budget Analysis of Compositional Data | Sep 10, 2021 | PredictionSpecificity | CodeCode Available | 0 |
| A distillation-based approach integrating continual learning and federated learning for pervasive services | Sep 9, 2021 | Activity RecognitionContinual Learning | —Unverified | 0 |
| Retrieve, Caption, Generate: Visual Grounding for Enhancing Commonsense in Text Generation Models | Sep 8, 2021 | Concept-To-Text GenerationSpecificity | —Unverified | 0 |
| Machine learning modeling of family wide enzyme-substrate specificity screens | Sep 8, 2021 | BIG-bench Machine LearningDrug Discovery | CodeCode Available | 1 |
| Automated Cardiac Resting Phase Detection Targeted on the Right Coronary Artery | Sep 6, 2021 | Specificity | —Unverified | 0 |
| On Second-order Optimization Methods for Federated Learning | Sep 6, 2021 | Federated LearningSpecificity | —Unverified | 0 |
| Automatic Segmentation of the Optic Nerve Head Region in Optical Coherence Tomography: A Methodological Review | Sep 6, 2021 | ManagementSegmentation | —Unverified | 0 |
| Evaluation of Convolutional Neural Networks for COVID-19 Classification on Chest X-Rays | Sep 6, 2021 | Data AugmentationSpecificity | —Unverified | 0 |
| On robustness of generative representations against catastrophic forgetting | Sep 4, 2021 | Continual LearningSpecificity | —Unverified | 0 |
| Empirical Study of Named Entity Recognition Performance Using Distribution-aware Word Embedding | Sep 3, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| LegaLMFiT: Efficient Short Legal Text Classification with LSTM Language Model Pre-Training | Sep 2, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Ranking Online Reviews Based on Their Helpfulness: An Unsupervised Approach | Sep 1, 2021 | InformativenessSpecificity | —Unverified | 0 |
| Meta-brain Models: biologically-inspired cognitive agents | Aug 31, 2021 | Decision MakingSpecificity | —Unverified | 0 |
| A Comparison of Deep Saliency Map Generators on Multispectral Data in Object Detection | Aug 26, 2021 | Autonomous Drivingimage-classification | —Unverified | 0 |
| Ensemble CNN and Uncertainty Modeling to Improve Automatic Identification/Segmentation of Multiple Sclerosis Lesions in Magnetic Resonance Imaging | Aug 26, 2021 | Specificity | —Unverified | 0 |
| A Statutory Article Retrieval Dataset in French | Aug 26, 2021 | ArticlesInformation Retrieval | CodeCode Available | 1 |
| Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation | Aug 25, 2021 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |