| Likelihood-Free Frequentist Inference: Bridging Classical Statistics and Machine Learning for Reliable Simulator-Based Inference | Jul 8, 2021 | DiagnosticOpen-Ended Question Answering | CodeCode Available | 1 |
| RATCHET: Medical Transformer for Chest X-ray Diagnosis and Reporting | Jul 5, 2021 | DiagnosticText Generation | CodeCode Available | 1 |
| Learning Calibrated Medical Image Segmentation via Multi-Rater Agreement Modeling | Jun 19, 2021 | DiagnosticImage Segmentation | CodeCode Available | 1 |
| Synthetic COVID-19 Chest X-ray Dataset for Computer-Aided Diagnosis | Jun 17, 2021 | DiagnosticDomain Adaptation | CodeCode Available | 1 |
| Tackling the Challenges in Scene Graph Generation with Local-to-Global Interactions | Jun 16, 2021 | Bidirectional Relationship ClassificationDiagnostic | CodeCode Available | 1 |
| nnDetection: A Self-configuring Method for Medical Object Detection | Jun 1, 2021 | DiagnosticImage Segmentation | CodeCode Available | 1 |
| Classification of Brain Tumours in MR Images using Deep Spatiospatial Models | May 28, 2021 | DiagnosticTumour Classification | CodeCode Available | 1 |
| Window-Level is a Strong Denoising Surrogate | May 15, 2021 | DenoisingDiagnostic | CodeCode Available | 1 |
| The DEVIL is in the Details: A Diagnostic Evaluation Benchmark for Video Inpainting | May 11, 2021 | AttributeDiagnostic | CodeCode Available | 1 |
| Order in the Court: Explainable AI Methods Prone to Disagreement | May 7, 2021 | Diagnostic | CodeCode Available | 1 |
| XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation | Apr 15, 2021 | Cross-Lingual TransferDiagnostic | CodeCode Available | 1 |
| Anatomy-guided Multimodal Registration by Learning Segmentation without Ground Truth: Application to Intraprocedural CBCT/MR Liver Segmentation and Registration | Apr 14, 2021 | AnatomyDiagnostic | CodeCode Available | 1 |
| CLIMAT: Clinically-Inspired Multi-Agent Transformers for Knee Osteoarthritis Trajectory Forecasting | Apr 8, 2021 | Decision MakingDiagnostic | CodeCode Available | 1 |
| OXnet: Omni-supervised Thoracic Disease Detection from Chest X-rays | Apr 7, 2021 | DiagnosticLesion Detection | CodeCode Available | 1 |
| Local Metrics for Multi-Object Tracking | Apr 6, 2021 | DiagnosticMulti-Object Tracking | CodeCode Available | 1 |
| Online Forecasting and Anomaly Detection Based on the ARIMA Model | Apr 2, 2021 | Anomaly DetectionChange Point Detection | CodeCode Available | 1 |
| XProtoNet: Diagnosis in Chest Radiography with Global and Local Explanations | Mar 19, 2021 | Diagnostic | CodeCode Available | 1 |
| Multiple Instance Captioning: Learning Representations from Histopathology Textbooks and Articles | Mar 8, 2021 | ArticlesDiagnostic | CodeCode Available | 1 |
| CheXternal: Generalization of Deep Learning Models for Chest X-ray Interpretation to Photos of Chest X-rays and External Clinical Settings | Feb 17, 2021 | Diagnostic | CodeCode Available | 1 |
| Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion Classification | Feb 2, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
| Diagnosis of Intelligent Reflecting Surface in Millimeter-wave Communication Systems | Jan 11, 2021 | compressed sensingDiagnostic | CodeCode Available | 1 |
| DeepFilter: an ECG baseline wander removal filter using deep learning techniques | Jan 9, 2021 | DiagnosticECG Denoising | CodeCode Available | 1 |
| A Deep Learning Approach for COVID-19 & Viral Pneumonia Screening with X-ray Images | Jan 2, 2021 | Diagnostic | CodeCode Available | 1 |
| DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue | Jan 1, 2021 | DiagnosticObject Tracking | CodeCode Available | 1 |
| HateCheck: Functional Tests for Hate Speech Detection Models | Dec 31, 2020 | DiagnosticHate Speech Detection | CodeCode Available | 1 |
| MRI brain tumor segmentation and uncertainty estimation using 3D-UNet architectures | Dec 30, 2020 | Brain Tumor SegmentationData Augmentation | CodeCode Available | 1 |
| Classification of 12-lead ECGs: the PhysioNet/ Computing in Cardiology Challenge 2020 | Dec 29, 2020 | DiagnosticECG Classification | CodeCode Available | 1 |
| Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation | Dec 22, 2020 | DiagnosticDialogue Generation | CodeCode Available | 1 |
| Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline | Dec 11, 2020 | DiagnosticGeneral Classification | CodeCode Available | 1 |
| Learning Medical Image Denoising with Deep Dynamic Residual Attention Network | Dec 9, 2020 | DenoisingDiagnostic | CodeCode Available | 1 |
| DERAIL: Diagnostic Environments for Reward And Imitation Learning | Dec 2, 2020 | DiagnosticImitation Learning | CodeCode Available | 1 |
| Multiscale Attention Guided Network for COVID-19 Diagnosis Using Chest X-ray Images | Nov 11, 2020 | ClassificationCOVID-19 Diagnosis | CodeCode Available | 1 |
| Noise Conscious Training of Non Local Neural Network powered by Self Attentive Spectral Normalized Markovian Patch GAN for Low Dose CT Denoising | Nov 11, 2020 | DenoisingDiagnostic | CodeCode Available | 1 |
| Suppression of Correlated Noise with Similarity-based Unsupervised Deep Learning | Nov 6, 2020 | Computed Tomography (CT)Deep Learning | CodeCode Available | 1 |
| ABNIRML: Analyzing the Behavior of Neural IR Models | Nov 2, 2020 | DiagnosticLanguage Modelling | CodeCode Available | 1 |
| Learning to Contrast the Counterfactual Samples for Robust Visual Question Answering | Nov 1, 2020 | Contrastive Learningcounterfactual | CodeCode Available | 1 |
| Explainable Automated Coding of Clinical Notes using Hierarchical Label-wise Attention Networks and Label Embedding Initialisation | Oct 29, 2020 | DiagnosticMedical Code Prediction | CodeCode Available | 1 |
| RussianSuperGLUE: A Russian Language Understanding Evaluation Benchmark | Oct 29, 2020 | Common Sense ReasoningDiagnostic | CodeCode Available | 1 |
| MMFT-BERT: Multimodal Fusion Transformer with BERT Encodings for Visual Question Answering | Oct 27, 2020 | DiagnosticQuestion Answering | CodeCode Available | 1 |
| Kvasir-Instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy | Oct 23, 2020 | BenchmarkingDiagnostic | CodeCode Available | 1 |
| Learning Which Features Matter: RoBERTa Acquires a Preference for Linguistic Generalizations (Eventually) | Oct 11, 2020 | Binary ClassificationDiagnostic | CodeCode Available | 1 |
| Evaluating the Clinical Realism of Synthetic Chest X-Rays Generated Using Progressively Growing GANs | Oct 7, 2020 | Conditional Image GenerationData Augmentation | 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 |
| A Diagnostic Study of Explainability Techniques for Text Classification | Sep 25, 2020 | ClassificationDiagnostic | CodeCode Available | 1 |
| Federated Learning for Computational Pathology on Gigapixel Whole Slide Images | Sep 21, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 |
| A Mobile App for Wound Localization using Deep Learning | Sep 15, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 |
| The role of feature space in atomistic learning | Sep 6, 2020 | Diagnostic | CodeCode Available | 1 |
| Deep Hypergraph U-Net for Brain Graph Embedding and Classification | Aug 30, 2020 | ClassificationDiagnostic | CodeCode Available | 1 |
| NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size | Aug 28, 2020 | BenchmarkingDiagnostic | CodeCode Available | 1 |
| Skyline: Interactive In-Editor Computational Performance Profiling for Deep Neural Network Training | Aug 15, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 |
