| Deep Neural Network Compression for Image Classification and Object Detection | Oct 7, 2019 | ClassificationClustering | CodeCode Available | 0 | 5 |
| Deep Neural Network Ensembles for Time Series Classification | Mar 15, 2019 | AttributeClassification | CodeCode Available | 0 | 5 |
| Channel selection using Gumbel Softmax | Dec 11, 2018 | channel selectionClassification | CodeCode Available | 0 | 5 |
| Acoustic Scene Classification by Implicitly Identifying Distinct Sound Events | Apr 10, 2019 | Acoustic Scene ClassificationClassification | CodeCode Available | 0 | 5 |
| Deep Neural Network Architectures for Modulation Classification | Dec 1, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Deep Neural Network for Respiratory Sound Classification in Wearable Devices Enabled by Patient Specific Model Tuning | Apr 16, 2020 | Anomaly DetectionGeneral Classification | CodeCode Available | 0 | 5 |
| Deep-Net: Deep Neural Network for Cyber Security Use Cases | Dec 9, 2018 | Fraud DetectionGeneral Classification | CodeCode Available | 0 | 5 |
| Deep N-ary Error Correcting Output Codes | Sep 22, 2020 | ClassificationEnsemble Learning | CodeCode Available | 0 | 5 |
| Deep Network Classification by Scattering and Homotopy Dictionary Learning | Oct 8, 2019 | ClassificationDictionary Learning | CodeCode Available | 0 | 5 |
| A Particle Swarm Optimization-based Flexible Convolutional Auto-Encoder for Image Classification | Dec 13, 2017 | General Classificationimage-classification | CodeCode Available | 0 | 5 |
| Random deep neural networks are biased towards simple functions | Dec 25, 2018 | General ClassificationGeneralization Bounds | CodeCode Available | 0 | 5 |
| A pathway-based kernel boosting method for sample classification using genomic data | Mar 11, 2018 | General Classification | CodeCode Available | 0 | 5 |
| META^2: Memory-efficient taxonomic classification and abundance estimation for metagenomics with deep learning | Sep 28, 2019 | ClassificationDeep Learning | CodeCode Available | 0 | 5 |
| Deep Object Co-segmentation via Spatial-Semantic Network Modulation | Nov 29, 2019 | General Classificationimage-classification | CodeCode Available | 0 | 5 |
| A PCB Dataset for Defects Detection and Classification | Jan 24, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Linear and Quadratic Discriminant Analysis: Tutorial | Jun 1, 2019 | Dimensionality ReductionGeneral Classification | CodeCode Available | 0 | 5 |
| DeepMUSIC: Multiple Signal Classification via Deep Learning | Dec 9, 2019 | ClassificationDeep Learning | CodeCode Available | 0 | 5 |
| A Persistent Weisfeiler–Lehman Procedure for Graph Classification | Jun 9, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Deep neural network for traffic sign recognition systems: An analysis of spatial transformers and stochastic optimisation methods | Mar 1, 2018 | General ClassificationTraffic Sign Recognition | CodeCode Available | 0 | 5 |
| Deep Reconstruction-Classification Networks for Unsupervised Domain Adaptation | Jul 12, 2016 | ClassificationDomain Adaptation | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Imbalanced Classification | Jan 5, 2019 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Learning Deep Graph Representations via Convolutional Neural Networks | Apr 5, 2020 | General ClassificationGraph Classification | CodeCode Available | 0 | 5 |
| Deep Reinforcement One-Shot Learning for Artificially Intelligent Classification Systems | Aug 4, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Deep Residual Learning for Weakly-Supervised Relation Extraction | Jul 27, 2017 | General ClassificationRelation | CodeCode Available | 0 | 5 |
| Deeply-Supervised Nets | Sep 18, 2014 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification | Jan 25, 2018 | ClassificationComputed Tomography (CT) | CodeCode Available | 0 | 5 |
| Deep Manifold Embedding for Hyperspectral Image Classification | Dec 24, 2019 | ClassificationClustering | CodeCode Available | 0 | 5 |
| A Plug&Play P300 BCI Using Information Geometry | Aug 30, 2014 | ERPGeneral Classification | CodeCode Available | 0 | 5 |
| DeepMiner: Discovering Interpretable Representations for Mammogram Classification and Explanation | May 31, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| An urn model for majority voting in classification ensembles | Dec 1, 2016 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| An Approach for Process Model Extraction By Multi-Grained Text Classification | May 16, 2019 | General ClassificationManagement | CodeCode Available | 0 | 5 |
| Deep Short Text Classification with Knowledge Powered Attention | Feb 21, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Deep localization of protein structures in fluorescence microscopy images | Oct 9, 2019 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 | 5 |
| Appearance-and-Relation Networks for Video Classification | Nov 24, 2017 | Action ClassificationAction Recognition | CodeCode Available | 0 | 5 |
| Deep Learning with Limited Numerical Precision | Feb 9, 2015 | Deep LearningGeneral Classification | CodeCode Available | 0 | 5 |
| Affine Non-negative Collaborative Representation Based Pattern Classification | Jul 10, 2020 | BenchmarkingClassification | CodeCode Available | 0 | 5 |
| A Full Probabilistic Model for Yes/No Type Crowdsourcing in Multi-Class Classification | Jan 2, 2019 | General Classificationimage-classification | CodeCode Available | 0 | 5 |
| Application of a Convolutional Neural Network for image classification to the analysis of collisions in High Energy Physics | Aug 23, 2017 | Deep LearningGeneral Classification | CodeCode Available | 0 | 5 |
| Actionable Recourse in Linear Classification | Sep 18, 2018 | ClassificationCredit score | CodeCode Available | 0 | 5 |
| Defending Against Physically Realizable Attacks on Image Classification | Sep 20, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models | May 17, 2018 | Adversarial DefenseAdversarial Defense against FGSM Attack | CodeCode Available | 0 | 5 |
| Defense of Word-level Adversarial Attacks via Random Substitution Encoding | May 1, 2020 | General ClassificationSentiment Analysis | CodeCode Available | 0 | 5 |
| Deep-Learnt Classification of Light Curves | Sep 19, 2017 | AstronomyClassification | CodeCode Available | 0 | 5 |
| Application of Machine Learning in Rock Facies Classification with Physics-Motivated Feature Augmentation | Aug 29, 2018 | BIG-bench Machine LearningClassification | CodeCode Available | 0 | 5 |
| Sequentially Aggregated Convolutional Networks | Nov 27, 2018 | General Classificationimage-classification | CodeCode Available | 0 | 5 |
| Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification | Feb 6, 2015 | General Classificationimage-classification | CodeCode Available | 0 | 5 |
| Deep Low-Shot Learning for Biological Image Classification and Visualization from Limited Training Samples | Oct 20, 2020 | General Classificationimage-classification | CodeCode Available | 0 | 5 |
| Deep Motif Dashboard: Visualizing and Understanding Genomic Sequences Using Deep Neural Networks | Aug 12, 2016 | General Classification | CodeCode Available | 0 | 5 |
| Deep Learning with a Rethinking Structure for Multi-label Classification | Feb 5, 2018 | ClassificationDeep Learning | CodeCode Available | 0 | 5 |
| Deep Learning using Rectified Linear Units (ReLU) | Mar 22, 2018 | ClassificationDeep Learning | CodeCode Available | 0 | 5 |
