| ALL-IN-1: Short Text Classification with One Model for All Languages | Oct 26, 2017 | AllGeneral 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 |
| Backdoor Attacks to Graph Neural Networks | Jun 19, 2020 | Backdoor AttackGeneral Classification | CodeCode Available | 1 | 5 |
| Counterfactual Visual Explanations | Apr 16, 2019 | counterfactualGeneral Classification | CodeCode Available | 1 | 5 |
| Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations | Dec 4, 2020 | Crop ClassificationEarth Observation | CodeCode Available | 1 | 5 |
| Crop mapping from image time series: deep learning with multi-scale label hierarchies | Feb 17, 2021 | Crop ClassificationGeneral 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-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup | Jul 1, 2020 | General ClassificationManagement | CodeCode Available | 1 | 5 |
| Cross-modal Adversarial Reprogramming | Feb 15, 2021 | 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 |
| CyCNN: A Rotation Invariant CNN using Polar Mapping and Cylindrical Convolution Layers | Jul 21, 2020 | ClassificationData Augmentation | CodeCode Available | 1 | 5 |
| Bacteriophage classification for assembled contigs using Graph Convolutional Network | Feb 7, 2021 | ClassificationDiversity | CodeCode Available | 1 | 5 |
| Data Augmentation for Graph Neural Networks | Jun 11, 2020 | Data AugmentationGeneral Classification | 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 |
| A Corpus for Multilingual Document Classification in Eight Languages | May 24, 2018 | ClassificationCross-Lingual Document Classification | CodeCode Available | 1 | 5 |
| Deep Active Learning for Joint Classification & Segmentation with Weak Annotator | Oct 10, 2020 | Active LearningClassification | CodeCode Available | 1 | 5 |
| Deep CNNs Meet Global Covariance Pooling: Better Representation and Generalization | Apr 15, 2019 | Fine-Grained Visual RecognitionGeneral Classification | CodeCode Available | 1 | 5 |
| Deep Cosine Metric Learning for Person Re-Identification | Dec 2, 2018 | General ClassificationMetric Learning | CodeCode Available | 1 | 5 |
| Deepfake Forensics via An Adversarial Game | Mar 25, 2021 | ClassificationDeepFake Detection | CodeCode Available | 1 | 5 |
| Deep Graph Infomax | Sep 27, 2018 | General ClassificationInductive Learning | 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 Variational Algorithm for Quantum Neural Networks | Jun 15, 2020 | DescriptiveGeneral Classification | CodeCode Available | 1 | 5 |
| Deep Label Distribution Learning with Label Ambiguity | Nov 6, 2016 | Age EstimationClassification | CodeCode Available | 1 | 5 |
| Deep Learning Based Text Classification: A Comprehensive Review | Apr 6, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 | 5 |
| Deep Learning Based Unsupervised and Semi-supervised Classification for Keratoconus | Jan 31, 2020 | Deep LearningGeneral Classification | CodeCode Available | 1 | 5 |
| Acquisition of Localization Confidence for Accurate Object Detection | Jul 30, 2018 | General ClassificationObject | CodeCode Available | 1 | 5 |
| AutoMix: Unveiling the Power of Mixup for Stronger Classifiers | Mar 24, 2021 | ClassificationData Augmentation | 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 |
| Deep metric learning using Triplet network | Dec 20, 2014 | General ClassificationInformation Retrieval | CodeCode Available | 1 | 5 |
| A Neural Few-Shot Text Classification Reality Check | Jan 28, 2021 | ClassificationFew-Shot Text Classification | CodeCode Available | 1 | 5 |
| Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning | Mar 9, 2020 | Few-Shot LearningGeneral Classification | CodeCode Available | 1 | 5 |
| An Empirical Study of Example Forgetting during Deep Neural Network Learning | Dec 12, 2018 | General Classification | CodeCode Available | 1 | 5 |
| Deep Semi-Supervised Learning for Time Series Classification | Feb 6, 2021 | ClassificationData Augmentation | CodeCode Available | 1 | 5 |
| An End-to-End Architecture for Keyword Spotting and Voice Activity Detection | Nov 28, 2016 | Action DetectionActivity Detection | CodeCode Available | 1 | 5 |
| An Empirical Survey of Data Augmentation for Time Series Classification with Neural Networks | Jul 31, 2020 | Data AugmentationGeneral Classification | CodeCode Available | 1 | 5 |
| DeepWeeds: A Multiclass Weed Species Image Dataset for Deep Learning | Oct 9, 2018 | ClassificationDeep Learning | CodeCode Available | 1 | 5 |
| Delving Deep into Label Smoothing | Nov 25, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction | Sep 4, 2019 | BenchmarkingGeneral Classification | CodeCode Available | 1 | 5 |
| A new Backdoor Attack in CNNs by training set corruption without label poisoning | Feb 12, 2019 | Backdoor AttackGeneral Classification | CodeCode Available | 1 | 5 |
| An evidential classifier based on Dempster-Shafer theory and deep learning | Mar 25, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Dense-Resolution Network for Point Cloud Classification and Segmentation | May 14, 2020 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 | 5 |
| Detection and Classification of Cardiac Arrhythmias by a Challenge-Best Deep Learning Neural Network Model | Feb 4, 2020 | Arrhythmia DetectionGeneral Classification | CodeCode Available | 1 | 5 |
| Device-Robust Acoustic Scene Classification Based on Two-Stage Categorization and Data Augmentation | Jul 16, 2020 | Acoustic Scene ClassificationData Augmentation | CodeCode Available | 1 | 5 |
| DialogueRNN: An Attentive RNN for Emotion Detection in Conversations | Nov 1, 2018 | Emotion ClassificationEmotion Recognition in Conversation | CodeCode Available | 1 | 5 |
| Differentiable Top-k Classification Learning | Jun 15, 2022 | General ClassificationImage Classification | CodeCode Available | 1 | 5 |
| Abuse is Contextual, What about NLP? The Role of Context in Abusive Language Annotation and Detection | Mar 27, 2021 | Abusive LanguageGeneral Classification | CodeCode Available | 1 | 5 |
| A Weakly Supervised Convolutional Network for Change Segmentation and Classification | Nov 6, 2020 | Change DetectionClassification | CodeCode Available | 1 | 5 |
