| Augmentation Scheme for Dealing with Imbalanced Network Traffic Classification Using Deep Learning | Jan 1, 2019 | Data AugmentationDensity Estimation | —Unverified | 0 |
| FPGA-based Accelerators of Deep Learning Networks for Learning and Classification: A Review | Jan 1, 2019 | CPUDeep Learning | —Unverified | 0 |
| Gated-Dilated Networks for Lung Nodule Classification in CT scans | Jan 1, 2019 | ClassificationComputed Tomography (CT) | —Unverified | 0 |
| Training with the Invisibles: Obfuscating Images to Share Safely for Learning Visual Recognition Models | Jan 1, 2019 | AttributeFacial Landmark Detection | —Unverified | 0 |
| Sex-Classification from Cell-Phones Periocular Iris Images | Dec 31, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Unary and Binary Classification Approaches and their Implications for Authorship Verification | Dec 31, 2018 | Authorship VerificationBinary Classification | —Unverified | 0 |
| Deep Residual Learning in the JPEG Transform Domain | Dec 31, 2018 | General Classificationimage-classification | CodeCode Available | 0 |
| Leishmaniasis Parasite Segmentation and Classification using Deep Learning | Dec 30, 2018 | ClassificationDeep Learning | —Unverified | 0 |
| DART: Domain-Adversarial Residual-Transfer Networks for Unsupervised Cross-Domain Image Classification | Dec 30, 2018 | ClassificationDomain Adaptation | —Unverified | 0 |
| CoSpace: Common Subspace Learning from Hyperspectral-Multispectral Correspondences | Dec 30, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Fine-tuning Convolutional Neural Networks for fine art classification | Dec 30, 2018 | Artist classificationArtistic style classification | —Unverified | 0 |
| Sentiment Classification of Customer Reviews about Automobiles in Roman Urdu | Dec 30, 2018 | AttributeClassification | —Unverified | 0 |
| Monte-Carlo Sampling applied to Multiple Instance Learning for Histological Image Classification | Dec 30, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Weakly-Supervised Hierarchical Text Classification | Dec 29, 2018 | BlockingClassification | CodeCode Available | 0 |
| End-to-end neural relation extraction using deep biaffine attention | Dec 29, 2018 | General ClassificationRelation | CodeCode Available | 0 |
| Classification of Functioning, Disability, and Health for Children and Youth: ICF-CY Self Care (SCADI Dataset) Using Predictive Analytics | Dec 29, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Class-Aware Adversarial Lung Nodule Synthesis in CT Images | Dec 28, 2018 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Signal Classification under structure sparsity constraints | Dec 28, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| 3D Point Capsule Networks | Dec 27, 2018 | 3D Feature Matching3D Geometry Perception | CodeCode Available | 0 |
| Classification of radiology reports by modality and anatomy: A comparative study | Dec 27, 2018 | AnatomyGeneral Classification | —Unverified | 0 |
| Intent Detection and Slots Prompt in a Closed-Domain Chatbot | Dec 27, 2018 | ChatbotClassification | —Unverified | 0 |
| Can Image Enhancement be Beneficial to Find Smoke Images in Laparoscopic Surgery? | Dec 27, 2018 | General ClassificationImage Enhancement | —Unverified | 0 |
| CAN: Constrained Attention Networks for Multi-Aspect Sentiment Analysis | Dec 27, 2018 | General ClassificationSentence | —Unverified | 0 |
| A Whole Slide Image Grading Benchmark and Tissue Classification for Cervical Cancer Precursor Lesions with Inter-Observer Variability | Dec 26, 2018 | General Classification | —Unverified | 0 |
| An Investigation of Few-Shot Learning in Spoken Term Classification | Dec 26, 2018 | Few-Shot LearningGeneral Classification | CodeCode Available | 0 |
| Spotting Micro-Expressions on Long Videos Sequences | Dec 26, 2018 | General ClassificationMicro-Expression Spotting | —Unverified | 0 |
| PPD: Permutation Phase Defense Against Adversarial Examples in Deep Learning | Dec 25, 2018 | Adversarial DefenseDeep Learning | CodeCode Available | 0 |
| Random deep neural networks are biased towards simple functions | Dec 25, 2018 | General ClassificationGeneralization Bounds | CodeCode Available | 0 |
| Classification of X-Ray Protein Crystallization Using Deep Convolutional Neural Networks with a Finder Module | Dec 25, 2018 | General Classification | —Unverified | 0 |
| A Data-driven Adversarial Examples Recognition Framework via Adversarial Feature Genome | Dec 25, 2018 | General ClassificationMulti-Label Classification | CodeCode Available | 0 |
| Group Preserving Label Embedding for Multi-Label Classification | Dec 24, 2018 | ClassificationDimensionality Reduction | —Unverified | 0 |
| Supervised Sentiment Classification with CNNs for Diverse SE Datasets | Dec 23, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Dynamic Graph Representation Learning via Self-Attention Networks | Dec 22, 2018 | General ClassificationGraph Embedding | CodeCode Available | 0 |
| Image Embedding of PMU Data for Deep Learning towards Transient Disturbance Classification | Dec 22, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Exploiting Cross-Lingual Subword Similarities in Low-Resource Document Classification | Dec 22, 2018 | ClassificationCross-Lingual Document Classification | —Unverified | 0 |
| Dimensionality Reduction of Hyperspectral Imagery Based on Spatial-spectral Manifold Learning | Dec 22, 2018 | ClassificationDimensionality Reduction | —Unverified | 0 |
| COSINE: Compressive Network Embedding on Large-scale Information Networks | Dec 21, 2018 | General Classificationgraph partitioning | —Unverified | 0 |
| A Multi-task Neural Approach for Emotion Attribution, Classification and Summarization | Dec 21, 2018 | ClassificationEmotion Recognition | CodeCode Available | 0 |
| Classification of load forecasting studies by forecasting problem to select load forecasting techniques and methodologies | Dec 21, 2018 | ArticlesClassification | —Unverified | 0 |
| Ecological Data Analysis Based on Machine Learning Algorithms | Dec 21, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Learning from Web Data: the Benefit of Unsupervised Object Localization | Dec 21, 2018 | Fine-Grained Image ClassificationGeneral Classification | —Unverified | 0 |
| Website Classification Using Word Based Multiple N -Gram Models and Random Search Oriented Feature Parameters | Dec 21, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Primal path algorithm for compositional data analysis | Dec 21, 2018 | General Classificationregression | —Unverified | 0 |
| One-Class Feature Learning Using Intra-Class Splitting | Dec 20, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| A Method to Facilitate Cancer Detection and Type Classification from Gene Expression Data using a Deep Autoencoder and Neural Network | Dec 20, 2018 | General ClassificationSpecificity | —Unverified | 0 |
| Context, Attention and Audio Feature Explorations for Audio Visual Scene-Aware Dialog | Dec 20, 2018 | Audio ClassificationGeneral Classification | —Unverified | 0 |
| Efficient logic architecture in training gradient boosting decision tree for high-performance and edge computing | Dec 20, 2018 | Binary ClassificationCPU | —Unverified | 0 |
| Discriminative analysis of the human cortex using spherical CNNs - a study on Alzheimer's disease diagnosis | Dec 19, 2018 | General Classification | —Unverified | 0 |
| DeepWiTraffic: Low Cost WiFi-Based Traffic Monitoring System Using Deep Learning | Dec 19, 2018 | General Classification | —Unverified | 0 |
| Detecting the Trend in Musical Taste over the Decade -- A Novel Feature Extraction Algorithm to Classify Musical Content with Simple Features | Dec 19, 2018 | ClassificationDimensionality Reduction | —Unverified | 0 |