| On the usage of the probability integral transform to reduce the complexity of multi-way fuzzy decision trees in Big Data classification problems | Feb 28, 2019 | AttributeGeneral Classification | —Unverified | 0 |
| Multi-loss-aware Channel Pruning of Deep Networks | Feb 27, 2019 | channel selectionGeneral Classification | —Unverified | 0 |
| Reducing Artificial Neural Network Complexity: A Case Study on Exoplanet Detection | Feb 27, 2019 | General ClassificationSelf-Learning | —Unverified | 0 |
| Zoho at SemEval-2019 Task 9: Semi-supervised Domain Adaptation using Tri-training for Suggestion Mining | Feb 27, 2019 | Domain AdaptationGeneral Classification | CodeCode Available | 0 |
| When a Tweet is Actually Sexist. A more Comprehensive Classification of Different Online Harassment Categories and The Challenges in NLP | Feb 27, 2019 | General Classification | —Unverified | 0 |
| Neural Packet Classification | Feb 27, 2019 | ClassificationDeep Reinforcement Learning | —Unverified | 0 |
| FixyNN: Efficient Hardware for Mobile Computer Vision via Transfer Learning | Feb 27, 2019 | General Classificationimage-classification | CodeCode Available | 0 |
| Aurora Guard: Real-Time Face Anti-Spoofing via Light Reflection | Feb 27, 2019 | Face Anti-SpoofingGeneral Classification | —Unverified | 0 |
| Learning Logistic Circuits | Feb 27, 2019 | General Classification | CodeCode Available | 0 |
| Fix Your Features: Stationary and Maximally Discriminative Embeddings using Regular Polytope (Fixed Classifier) Networks | Feb 27, 2019 | General Classification | —Unverified | 0 |
| A Machine Learning-Based Detection Technique for Optical Fiber Nonlinearity Mitigation | Feb 27, 2019 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Disentangled Deep Autoencoding Regularization for Robust Image Classification | Feb 27, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Efficient Video Classification Using Fewer Frames | Feb 27, 2019 | ClassificationClustering | CodeCode Available | 0 |
| How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection | Feb 27, 2019 | General Classificationtext-classification | CodeCode Available | 0 |
| Data segmentation based on the local intrinsic dimension | Feb 27, 2019 | ClusteringGeneral Classification | CodeCode Available | 0 |
| An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models | Feb 27, 2019 | General ClassificationLanguage Modeling | CodeCode Available | 0 |
| A Machine Learning Approach to Comment Toxicity Classification | Feb 27, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| F10-SGD: Fast Training of Elastic-net Linear Models for Text Classification and Named-entity Recognition | Feb 27, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Imaging and Classification Techniques for Seagrass Mapping and Monitoring: A Comprehensive Survey | Feb 26, 2019 | General Classification | —Unverified | 0 |
| Directional Embedding Based Semi-supervised Framework For Bird Vocalization Segmentation | Feb 26, 2019 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| A Fully-Automatic Framework for Parkinson's Disease Diagnosis by Multi-Modality Images | Feb 26, 2019 | DiagnosticGeneral Classification | —Unverified | 0 |
| LaSO: Label-Set Operations networks for multi-label few-shot learning | Feb 26, 2019 | Data AugmentationFew-Shot Learning | CodeCode Available | 0 |
| Learning Vertex Convolutional Networks for Graph Classification | Feb 26, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Learning a Deep ConvNet for Multi-label Classification with Partial Labels | Feb 26, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Automatic cough detection based on airflow signals for portable spirometry system | Feb 26, 2019 | General ClassificationSpecificity | —Unverified | 0 |
| HexaGAN: Generative Adversarial Nets for Real World Classification | Feb 26, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Capsule Neural Network based Height Classification using Low-Cost Automotive Ultrasonic Sensors | Feb 26, 2019 | Autonomous DrivingClassification | —Unverified | 0 |
| Unsupervised Segmentation Algorithms' Implementation in ITK for Tissue Classification via Human Head MRI Scans | Feb 26, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| SuperTML: Two-Dimensional Word Embedding for the Precognition on Structured Tabular Data | Feb 26, 2019 | General ClassificationText Classification | CodeCode Available | 0 |
| Unsupervised Part Mining for Fine-grained Image Classification | Feb 26, 2019 | ClassificationFine-Grained Image Classification | —Unverified | 0 |
| Semantic Hilbert Space for Text Representation Learning | Feb 26, 2019 | BenchmarkingGeneral Classification | CodeCode Available | 0 |
| Revealing quantum chaos with machine learning | Feb 25, 2019 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Unsupervised Network Embedding for Graph Visualization, Clustering and Classification | Feb 25, 2019 | ClassificationClustering | CodeCode Available | 0 |
| Visualization, Discriminability and Applications of Interpretable Saak Features | Feb 25, 2019 | General Classificationimage-classification | —Unverified | 0 |
| Quantifying error contributions of computational steps, algorithms and hyperparameter choices in image classification pipelines | Feb 25, 2019 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Multi-Label Network Classification via Weighted Personalized Factorizations | Feb 25, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Epileptic seizure classification using statistical sampling and a novel feature selection algorithm | Feb 25, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| A Theoretical Analysis of Contrastive Unsupervised Representation Learning | Feb 25, 2019 | Contrastive LearningGeneral Classification | —Unverified | 0 |
| Attentional Encoder Network for Targeted Sentiment Classification | Feb 25, 2019 | Aspect-Based Sentiment Analysis (ABSA)Classification | CodeCode Available | 0 |
| Efficient Path Prediction for Semi-Supervised and Weakly Supervised Hierarchical Text Classification | Feb 25, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| BUT-FIT at SemEval-2019 Task 7: Determining the Rumour Stance with Pre-Trained Deep Bidirectional Transformers | Feb 25, 2019 | General ClassificationRumour Detection | CodeCode Available | 0 |
| Batch Virtual Adversarial Training for Graph Convolutional Networks | Feb 25, 2019 | General ClassificationNode Classification | —Unverified | 0 |
| GFCN: A New Graph Convolutional Network Based on Parallel Flows | Feb 25, 2019 | General Classificationimage-classification | —Unverified | 0 |
| Bengali Handwritten Character Classification using Transfer Learning on Deep Convolutional Neural Network | Feb 25, 2019 | Ensemble LearningGeneral Classification | CodeCode Available | 0 |
| CFM-BD: a distributed rule induction algorithm for building Compact Fuzzy Models in Big Data classification problems | Feb 25, 2019 | General Classification | CodeCode Available | 0 |
| Audio Caption: Listen and Tell | Feb 25, 2019 | DecoderGeneral Classification | CodeCode Available | 0 |
| Adversarial attacks hidden in plain sight | Feb 25, 2019 | General Classification | CodeCode Available | 0 |
| Analyzing Data Selection Techniques with Tools from the Theory of Information Losses | Feb 25, 2019 | Active LearningExperimental Design | —Unverified | 0 |
| Image Classification on IoT Edge Devices: Profiling and Modeling | Feb 24, 2019 | ClassificationEdge-computing | —Unverified | 0 |
| Transferability of Deep Learning Algorithms for Malignancy Detection in Confocal Laser Endomicroscopy Images from Different Anatomical Locations of the Upper Gastrointestinal Tract | Feb 24, 2019 | AnatomyGeneral Classification | —Unverified | 0 |