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| Deep Learning for fully automatic detection, segmentation, and Gleason Grade estimation of prostate cancer in multiparametric Magnetic Resonance Images | Mar 23, 2021 | Specificity | CodeCode Available | 1 |
| Leveraging Large Language Models for NLG Evaluation: Advances and Challenges | Jan 13, 2024 | nlg evaluationSpecificity | CodeCode Available | 1 |
| Liver Tumor Screening and Diagnosis in CT with Pixel-Lesion-Patient Network | Jul 17, 2023 | Computed Tomography (CT)Holdout Set | CodeCode Available | 1 |
| Deep Learning-based Detection for COVID-19 from Chest CT using Weak Label | Mar 26, 2020 | COVID-19 DiagnosisDeep Learning | 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 |
| AbGPT: De Novo Antibody Design via Generative Language Modeling | Sep 9, 2024 | DiversityLanguage Modeling | CodeCode Available | 1 |
| MACSum: Controllable Summarization with Mixed Attributes | Nov 9, 2022 | ArticlesAttribute | CodeCode Available | 1 |
| Deeper Task-Specificity Improves Joint Entity and Relation Extraction | Feb 15, 2020 | Joint Entity and Relation ExtractionMulti-Task Learning | CodeCode Available | 1 |
| 2D medical image synthesis using transformer-based denoising diffusion probabilistic model | May 5, 2023 | DenoisingDiversity | CodeCode Available | 1 |
| Ctrl-DNA: Controllable Cell-Type-Specific Regulatory DNA Design via Constrained RL | May 26, 2025 | Reinforcement Learning (RL)Specificity | CodeCode Available | 1 |
| MURA: Large Dataset for Abnormality Detection in Musculoskeletal Radiographs | Dec 11, 2017 | Anomaly DetectionSpecificity | CodeCode Available | 1 |
| DeepGleason: a System for Automated Gleason Grading of Prostate Cancer using Deep Neural Networks | Mar 25, 2024 | Diagnosticimage-classification | CodeCode Available | 1 |
| Noise-aware Speech Enhancement using Diffusion Probabilistic Model | Jul 16, 2023 | Denoisingmodel | CodeCode Available | 1 |
| One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis | Jul 13, 2022 | AllFederated Learning | CodeCode Available | 1 |
| On Pre-trained Language Models for Antibody | Jan 28, 2023 | Drug DiscoveryLanguage Modelling | CodeCode Available | 1 |
| Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained Language Models | Mar 2, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Pay Attention to the cough: Early Diagnosis of COVID-19 using Interpretable Symptoms Embeddings with Cough Sound Signal Processing | Oct 6, 2020 | COVID-19 DiagnosisSpecificity | CodeCode Available | 1 |
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| ControlAgent: Automating Control System Design via Novel Integration of LLM Agents and Domain Expertise | Oct 17, 2024 | Specificity | CodeCode Available | 1 |
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| CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes | Jun 4, 2021 | Extractive SummarizationLanguage Modelling | CodeCode Available | 1 |
| COVID-CAPS: A Capsule Network-based Framework for Identification of COVID-19 cases from X-ray Images | Apr 6, 2020 | Computed Tomography (CT)COVID-19 Diagnosis | CodeCode Available | 1 |
| Probability-based Global Cross-modal Upsampling for Pansharpening | Mar 9, 2023 | PansharpeningSpecificity | CodeCode Available | 1 |
| Cross-Gate MLP with Protein Complex Invariant Embedding is A One-Shot Antibody Designer | Apr 21, 2023 | Specificity | CodeCode Available | 1 |
| PyEuroVoc: A Tool for Multilingual Legal Document Classification with EuroVoc Descriptors | Aug 2, 2021 | Document ClassificationSpecificity | CodeCode Available | 1 |
| CellMix: A General Instance Relationship based Method for Data Augmentation Towards Pathology Image Classification | Jan 27, 2023 | Data Augmentationimage-classification | CodeCode Available | 1 |
| Can AI help in screening Viral and COVID-19 pneumonia? | Mar 29, 2020 | ArticlesCOVID-19 Diagnosis | CodeCode Available | 1 |
| Characterizing English Variation across Social Media Communities with BERT | Feb 12, 2021 | Specificity | CodeCode Available | 1 |
| COVID-Net CT-2: Enhanced Deep Neural Networks for Detection of COVID-19 from Chest CT Images Through Bigger, More Diverse Learning | Jan 19, 2021 | Decision MakingDiversity | CodeCode Available | 1 |
| BAN-PL: a Novel Polish Dataset of Banned Harmful and Offensive Content from Wykop.pl web service | Aug 21, 2023 | Specificity | CodeCode Available | 1 |
| Back to the Basics: A Quantitative Analysis of Statistical and Graph-Based Term Weighting Schemes for Keyword Extraction | Apr 16, 2021 | Information RetrievalKeyword Extraction | CodeCode Available | 1 |
| Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation | Jul 17, 2020 | Object DetectionSegmentation | CodeCode Available | 1 |
| A unified cross-attention model for predicting antigen binding specificity to both HLA and TCR molecules | Apr 8, 2024 | Specificity | CodeCode Available | 1 |
| Aligning Visual and Semantic Interpretability through Visually Grounded Concept Bottleneck Models | Dec 16, 2024 | Specificity | CodeCode Available | 1 |
| CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection | Dec 19, 2024 | Anomaly DetectionEEG | CodeCode Available | 1 |
| Can Automatic Post-Editing Improve NMT? | Sep 30, 2020 | Automatic Post-EditingMachine Translation | CodeCode Available | 1 |
| CARAT: Contrastive Feature Reconstruction and Aggregation for Multi-Modal Multi-Label Emotion Recognition | Dec 15, 2023 | Emotion RecognitionSpecificity | CodeCode Available | 1 |
| ChineseEcomQA: A Scalable E-commerce Concept Evaluation Benchmark for Large Language Models | Feb 27, 2025 | Question AnsweringRAG | CodeCode Available | 1 |
| Classification of Arrhythmia by Using Deep Learning with 2-D ECG Spectral Image Representation | May 14, 2020 | General ClassificationSpecificity | CodeCode Available | 1 |
| Attack-Aware Noise Calibration for Differential Privacy | Jul 2, 2024 | Privacy PreservingSensitivity | CodeCode Available | 1 |
| A Knowledge-enhanced Pathology Vision-language Foundation Model for Cancer Diagnosis | Dec 17, 2024 | DiagnosticSpecificity | CodeCode Available | 1 |
| Automatic airway segmentation from Computed Tomography using robust and efficient 3-D convolutional neural networks | Mar 30, 2021 | Specificity | CodeCode Available | 1 |
| Cross-Lingual Adaptation using Structural Correspondence Learning | Aug 4, 2010 | ClassificationDomain Adaptation | CodeCode Available | 1 |
| Label-Assemble: Leveraging Multiple Datasets with Partial Labels | Sep 25, 2021 | COVID-19 DiagnosisSpecificity | CodeCode Available | 1 |
| Data Augmentation in High Dimensional Low Sample Size Setting Using a Geometry-Based Variational Autoencoder | Apr 30, 2021 | Data AugmentationSpecificity | CodeCode Available | 1 |
| Aligning Pretraining for Detection via Object-Level Contrastive Learning | Jun 4, 2021 | Contrastive LearningObject | CodeCode Available | 1 |
| Deep Learning Approach to Diabetic Retinopathy Detection | Mar 3, 2020 | Deep LearningDiabetic Retinopathy Detection | CodeCode Available | 1 |
| 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 |
| An Uncertainty-aware Transfer Learning-based Framework for Covid-19 Diagnosis | Jul 26, 2020 | Computed Tomography (CT)COVID-19 Diagnosis | CodeCode Available | 1 |