| Composition-based Multi-Relational Graph Convolutional Networks | Nov 8, 2019 | General ClassificationGraph Classification | CodeCode Available | 1 | 5 |
| Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network | Jan 17, 2020 | Fine-Grained Image ClassificationFine-Grained Visual Recognition | CodeCode Available | 1 | 5 |
| Aggregated Residual Transformations for Deep Neural Networks | Nov 16, 2016 | Domain GeneralizationGeneral Classification | CodeCode Available | 1 | 5 |
| Conditional Adversarial Domain Adaptation | May 26, 2017 | Domain AdaptationGeneral Classification | CodeCode Available | 1 | 5 |
| A ground-truth dataset and classification model for detecting bots in GitHub issue and PR comments | Oct 7, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Consistency-based Active Learning for Object Detection | Mar 18, 2021 | Active LearningClassification | CodeCode Available | 1 | 5 |
| A Deep Graph Wavelet Convolutional Neural Network for Semi-supervised Node Classification | Feb 19, 2021 | General ClassificationNode Classification | CodeCode Available | 1 | 5 |
| Rank consistent ordinal regression for neural networks with application to age estimation | Jan 20, 2019 | Age And Gender ClassificationAge Estimation | CodeCode Available | 1 | 5 |
| 3D Deformable Convolutions for MRI classification | Nov 5, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| A Hybrid Classification Approach using Topic Modeling and Graph Convolution Networks | Sep 19, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification | Sep 15, 2020 | COVID-19 DiagnosisGeneral Classification | CodeCode Available | 1 | 5 |
| A deep learning architecture for temporal sleep stage classification using multivariate and multimodal time series | Jul 5, 2017 | ClassificationEEG | CodeCode Available | 1 | 5 |
| AID: A Benchmark Dataset for Performance Evaluation of Aerial Scene Classification | Aug 18, 2016 | Aerial Scene ClassificationClassification | CodeCode Available | 1 | 5 |
| AIDeveloper: deep learning image classification in life science and beyond | Mar 5, 2020 | Blood Cell CountClassification | CodeCode Available | 1 | 5 |
| Contrastive Multi-View Representation Learning on Graphs | Jun 10, 2020 | General ClassificationGraph Classification | CodeCode Available | 1 | 5 |
| Contributions of Shape, Texture, and Color in Visual Recognition | Jul 19, 2022 | AttributeGeneral Classification | CodeCode Available | 1 | 5 |
| Convolutional Neural Networks for Sentence Classification | Aug 25, 2014 | Emotion Recognition in ConversationGeneral Classification | CodeCode Available | 1 | 5 |
| Convolutional Radio Modulation Recognition Networks | Feb 12, 2016 | General ClassificationTime Series | CodeCode Available | 1 | 5 |
| CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare Records | Jan 25, 2020 | Disease PredictionGeneral Classification | CodeCode Available | 1 | 5 |
| Correct block-design experiments mitigate temporal correlation bias in EEG classification | Nov 25, 2020 | ClassificationEEG | CodeCode Available | 1 | 5 |
| ALL-IN-1: Short Text Classification with One Model for All Languages | Oct 26, 2017 | AllGeneral Classification | CodeCode Available | 1 | 5 |
| Co-trained convolutional neural networks for automated detection of prostate cancer in multi-parametric MRI | Aug 24, 2017 | General Classification | CodeCode Available | 1 | 5 |
| Counterfactual Visual Explanations | Apr 16, 2019 | counterfactualGeneral Classification | CodeCode Available | 1 | 5 |
| Catastrophic Forgetting in Deep Graph Networks: an Introductory Benchmark for Graph Classification | Mar 22, 2021 | Continual LearningGeneral Classification | CodeCode Available | 1 | 5 |
| AMC-Loss: Angular Margin Contrastive Loss for Improved Explainability in Image Classification | Apr 21, 2020 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| A Machine Learning Benchmark for Facies Classification | Jan 12, 2019 | BIG-bench Machine LearningClassification | CodeCode Available | 1 | 5 |
| Cross-Domain Sentiment Classification with Contrastive Learning and Mutual Information Maximization | Oct 30, 2020 | Contrastive LearningGeneral Classification | CodeCode Available | 1 | 5 |
| Cross-Domain Sentiment Classification with In-Domain Contrastive Learning | Dec 5, 2020 | ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| CTCModel: a Keras Model for Connectionist Temporal Classification | Jan 23, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Curriculum learning for improved femur fracture classification: scheduling data with prior knowledge and uncertainty | Jul 31, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| CatBoost: gradient boosting with categorical features support | Oct 24, 2018 | ClusteringCPU | CodeCode Available | 1 | 5 |
| Danish Fungi 2020 -- Not Just Another Image Recognition Dataset | Mar 18, 2021 | ClassificationClassifier calibration | CodeCode Available | 1 | 5 |
| Data Mining in Clinical Trial Text: Transformers for Classification and Question Answering Tasks | Jan 30, 2020 | Entity Extraction using GANGeneral Classification | CodeCode Available | 1 | 5 |
| DDRel: A New Dataset for Interpersonal Relation Classification in Dyadic Dialogues | Dec 4, 2020 | Dialog Relation ExtractionGeneral Classification | CodeCode Available | 1 | 5 |
| An Adversarial Approach for the Robust Classification of Pneumonia from Chest Radiographs | Jan 13, 2020 | General ClassificationRobust classification | CodeCode Available | 1 | 5 |
| Decision Stream: Cultivating Deep Decision Trees | Apr 25, 2017 | Classificationfeature selection | CodeCode Available | 1 | 5 |
| Deep Active Learning for Joint Classification & Segmentation with Weak Annotator | Oct 10, 2020 | Active LearningClassification | CodeCode Available | 1 | 5 |
| DeepBall: Deep Neural-Network Ball Detector | Feb 19, 2019 | General ClassificationObject | CodeCode Available | 1 | 5 |
| Deep Cosine Metric Learning for Person Re-Identification | Dec 2, 2018 | General ClassificationMetric Learning | CodeCode Available | 1 | 5 |
| DeepEMD: Differentiable Earth Mover's Distance for Few-Shot Learning | Mar 15, 2020 | ClassificationFew-Shot Image Classification | CodeCode Available | 1 | 5 |
| Deep Hypergraph U-Net for Brain Graph Embedding and Classification | Aug 30, 2020 | ClassificationDiagnostic | CodeCode Available | 1 | 5 |
| DeepI2P: Image-to-Point Cloud Registration via Deep Classification | Apr 8, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| A Diagnostic Study of Explainability Techniques for Text Classification | Sep 25, 2020 | ClassificationDiagnostic | CodeCode Available | 1 | 5 |
| An Amharic News Text classification Dataset | Mar 10, 2021 | ArticlesClassification | CodeCode Available | 1 | 5 |
| Certified Robustness of Graph Convolution Networks for Graph Classification under Topological Attacks | Dec 1, 2020 | General ClassificationGraph Classification | CodeCode Available | 1 | 5 |
| Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles | Jun 20, 2019 | Aerial Scene ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Can AI help in screening Viral and COVID-19 pneumonia? | Mar 29, 2020 | ArticlesCOVID-19 Diagnosis | CodeCode Available | 1 | 5 |
| Deep Learning for Case-Based Reasoning through Prototypes: A Neural Network that Explains Its Predictions | Oct 13, 2017 | DecoderGeneral Classification | CodeCode Available | 1 | 5 |
| DeepMerge: Classifying High-redshift Merging Galaxies with Deep Neural Networks | Apr 24, 2020 | General ClassificationVocal Bursts Intensity Prediction | CodeCode Available | 1 | 5 |
| Clustering Aware Classification for Risk Prediction and Subtyping in Clinical Data | Feb 23, 2021 | ClassificationClustering | CodeCode Available | 1 | 5 |
