| Deep Learning for Classification of Hyperspectral Data: A Comparative Review | Apr 24, 2019 | Deep LearningGeneral Classification | CodeCode Available | 0 | 5 |
| Bayesian quantile additive regression trees | Jul 10, 2016 | Binary ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Dict2vec : Learning Word Embeddings using Lexical Dictionaries | Sep 1, 2017 | General ClassificationKnowledge Graphs | CodeCode Available | 0 | 5 |
| Binarized Neural Networks on the ImageNet Classification Task | Apr 11, 2016 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification | Jul 1, 2019 | General ClassificationMulti-Label Classification | CodeCode Available | 0 | 5 |
| Diffusion-Convolutional Neural Networks | Nov 6, 2015 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Deep Learning for Classification and Severity Estimation of Coffee Leaf Biotic Stress | Jul 26, 2019 | Data AugmentationGeneral Classification | CodeCode Available | 0 | 5 |
| Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification | Aug 19, 2019 | General ClassificationLine Detection | CodeCode Available | 0 | 5 |
| Binary Classification as a Phase Separation Process | Sep 5, 2020 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
| Dirichlet Variational Autoencoder | Jan 9, 2019 | DecoderGeneral Classification | CodeCode Available | 0 | 5 |
| Deep Learning for Classification Tasks on Geospatial Vector Polygons | Jun 11, 2018 | BIG-bench Machine LearningClassification | CodeCode Available | 0 | 5 |
| Binary Classification from Positive-Confidence Data | Oct 19, 2017 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
| Deep Learning for Target Classification from SAR Imagery: Data Augmentation and Translation Invariance | Aug 26, 2017 | Data AugmentationGeneral Classification | CodeCode Available | 0 | 5 |
| Binary Classification in Unstructured Space With Hypergraph Case-Based Reasoning | Jun 16, 2018 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
| An Effectiveness Metric for Ordinal Classification: Formal Properties and Experimental Results | Jun 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Discrete Adversarial Attacks and Submodular Optimization with Applications to Text Classification | Dec 1, 2018 | Adversarial TextGeneral Classification | CodeCode Available | 0 | 5 |
| A Comparative Study on Efficiencies of Variants of Convolutional Neural Networks based on Image Classification Task | Oct 15, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Discriminative Active Learning | Jul 15, 2019 | Active LearningBinary Classification | CodeCode Available | 0 | 5 |
| Discriminatively Learned Hierarchical Rank Pooling Networks | May 30, 2017 | Activity RecognitionBilevel Optimization | CodeCode Available | 0 | 5 |
| Discriminative Residual Analysis for Image Set Classification with Posture and Age Variations | Aug 23, 2020 | General ClassificationRetrieval | CodeCode Available | 0 | 5 |
| Addressing Catastrophic Forgetting in Few-Shot Problems | Apr 30, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Disease Prediction using Graph Convolutional Networks: Application to Autism Spectrum Disorder and Alzheimer's Disease | Jun 5, 2018 | Disease PredictionGeneral Classification | CodeCode Available | 0 | 5 |
| Advancing GraphSAGE with A Data-Driven Node Sampling | Apr 29, 2019 | General ClassificationGraph Neural Network | CodeCode Available | 0 | 5 |
| Disjunctive Normal Networks | Dec 30, 2014 | General ClassificationGPU | CodeCode Available | 0 | 5 |
| Advancing NLP with Cognitive Language Processing Signals | Apr 4, 2019 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 | 5 |
| Deep Learning Based Vehicle Make-Model Classification | Aug 23, 2018 | ClassificationDeep Learning | CodeCode Available | 0 | 5 |
| Cost-sensitive Boosting Pruning Trees for depression detection on Twitter | Jun 2, 2019 | Depression DetectionGeneral Classification | CodeCode Available | 0 | 5 |
| Distilling a Neural Network Into a Soft Decision Tree | Nov 27, 2017 | General Classification | CodeCode Available | 0 | 5 |
| Deep Learning for Cardiologist-level Myocardial Infarction Detection in Electrocardiograms | Dec 16, 2019 | ClassificationDeep Learning | CodeCode Available | 0 | 5 |
| Bayesian Nonparametric Federated Learning of Neural Networks | May 28, 2019 | Federated LearningGeneral Classification | CodeCode Available | 0 | 5 |
| Deep Learning Based Large-Scale Automatic Satellite Crosswalk Classification | Jun 28, 2017 | ClassificationDeep Learning | CodeCode Available | 0 | 5 |
| Deep learning at the shallow end: Malware classification for non-domain experts | Jul 22, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Divergence Regulated Encoder Network for Joint Dimensionality Reduction and Classification | Dec 31, 2020 | ClassificationDimensionality Reduction | CodeCode Available | 0 | 5 |
| BINet: Multi-perspective Business Process Anomaly Classification | Feb 8, 2019 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 0 | 5 |
| A Deep Neuro-Fuzzy Network for Image Classification | Dec 22, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Diversity-Aware Weighted Majority Vote Classifier for Imbalanced Data | Apr 16, 2020 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
| Deep Learning Autoencoder Approach for Handwritten Arabic Digits Recognition | Jun 21, 2017 | Deep LearningGeneral Classification | CodeCode Available | 0 | 5 |
| DNN Feature Map Compression using Learned Representation over GF(2) | Aug 15, 2018 | Dimensionality ReductionGeneral Classification | CodeCode Available | 0 | 5 |
| Deep Learning Based Multi-Label Text Classification of UNGA Resolutions | Apr 1, 2020 | ClassificationDeep Learning | CodeCode Available | 0 | 5 |
| DeepMiner: Discovering Interpretable Representations for Mammogram Classification and Explanation | May 31, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Deep interpretable architecture for plant diseases classification | May 31, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Deep Knowledge Tracing and Dynamic Student Classification for Knowledge Tracing | Sep 24, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps | Dec 20, 2013 | General ClassificationImage Attribution | CodeCode Available | 0 | 5 |
| Deep Imbalanced Attribute Classification using Visual Attention Aggregation | Jul 10, 2018 | AttributeClassification | CodeCode Available | 0 | 5 |
| Bayesian Heatmaps: Probabilistic Classification with Multiple Unreliable Information Sources | Apr 5, 2019 | ClassificationDisaster Response | CodeCode Available | 0 | 5 |
| Domain Adapted Word Embeddings for Improved Sentiment Classification | May 11, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Domain-Adversarial Neural Networks | Dec 15, 2014 | DenoisingDomain Adaptation | CodeCode Available | 0 | 5 |
| Deep Hashing with Category Mask for Fast Video Retrieval | Dec 22, 2017 | Code GenerationDeep Hashing | CodeCode Available | 0 | 5 |
| Bayesian graph convolutional neural networks for semi-supervised classification | Nov 27, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| DeepImageSpam: Deep Learning based Image Spam Detection | Oct 3, 2018 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 | 5 |
