| Self-supervised Attention Model for Weakly Labeled Audio Event Classification | Aug 7, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Multi-Relational Classification via Bayesian Ranked Non-Linear Embeddings | Aug 6, 2019 | ClassificationDocument Classification | —Unverified | 0 |
| Explaining Convolutional Neural Networks using Softmax Gradient Layer-wise Relevance Propagation | Aug 6, 2019 | AttributeClassification | CodeCode Available | 0 |
| Classification of Hand Movements from EEG using a Deep Attention-based LSTM Network | Aug 6, 2019 | Deep AttentionEEG | —Unverified | 0 |
| Generalised Zero-Shot Learning with a Classifier Ensemble over Multi-Modal Embedding Spaces | Aug 6, 2019 | General ClassificationModel Selection | —Unverified | 0 |
| Model Agnostic Defence against Backdoor Attacks in Machine Learning | Aug 6, 2019 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| Multiple Riemannian Manifold-valued Descriptors based Image Set Classification with Multi-Kernel Metric Learning | Aug 6, 2019 | ClassificationEmotion Recognition | —Unverified | 0 |
| NeuroMask: Explaining Predictions of Deep Neural Networks through Mask Learning | Aug 5, 2019 | General Classificationimage-classification | —Unverified | 0 |
| Difficulty Classification of Mountainbike Downhill Trails utilizing Deep Neural Networks | Aug 5, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Imbalance-XGBoost: Leveraging Weighted and Focal Losses for Binary Label-Imbalanced Classification with XGBoost | Aug 5, 2019 | Binary ClassificationClassification | CodeCode Available | 0 |
| A Deep Learning Approach for Tweet Classification and Rescue Scheduling for Effective Disaster Management | Aug 5, 2019 | Feature EngineeringGeneral Classification | —Unverified | 0 |
| The HSIC Bottleneck: Deep Learning without Back-Propagation | Aug 5, 2019 | ClassificationDeep Learning | CodeCode Available | 1 |
| Learning to Generalize to Unseen Tasks with Bilevel Optimization | Aug 5, 2019 | Bilevel OptimizationClassification | —Unverified | 0 |
| Adaptive-Halting Policy Network for Early Classification | Aug 4, 2019 | ClassificationEarly Classification | CodeCode Available | 0 |
| Low-Rank Pairwise Alignment Bilinear Network For Few-Shot Fine-Grained Image Classification | Aug 4, 2019 | ClassificationFew-Shot Learning | —Unverified | 0 |
| Measuring the Algorithmic Convergence of Randomized Ensembles: The Regression Setting | Aug 4, 2019 | General Classificationregression | —Unverified | 0 |
| Sentiment Analysis of Typhoon Related Tweets using Standard and Bidirectional Recurrent Neural Networks | Aug 3, 2019 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Multi-label Classification for Fault Diagnosis of Rotating Electrical Machines | Aug 2, 2019 | ClassificationFault Detection | —Unverified | 0 |
| Dialogue Act Classification in Group Chats with DAG-LSTMs | Aug 2, 2019 | ClassificationDialogue Act Classification | —Unverified | 0 |
| Hybrid Low-order and Higher-order Graph Convolutional Networks | Aug 2, 2019 | General ClassificationGraph Representation Learning | —Unverified | 0 |
| Differential Privacy for Sparse Classification Learning | Aug 2, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Deep learning languages: a key fundamental shift from probabilities to weights? | Aug 2, 2019 | Deep LearningGeneral Classification | —Unverified | 0 |
| A Visual Technique to Analyze Flow of Information in a Machine Learning System | Aug 2, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Sound source detection, localization and classification using consecutive ensemble of CRNN models | Aug 2, 2019 | General ClassificationMulti-Label Classification | —Unverified | 0 |
| Automatic error classification with multiple error labels | Aug 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| The University of Helsinki Submission to the WMT19 Parallel Corpus Filtering Task | Aug 1, 2019 | General ClassificationSentence | —Unverified | 0 |
| Interactive Learning for Identifying Relevant Tweets to Support Real-time Situational Awareness | Aug 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Black-box Adversarial ML Attack on Modulation Classification | Aug 1, 2019 | Adversarial AttackBIG-bench Machine Learning | —Unverified | 0 |
| Estimating the standard error of cross-Validation-Based estimators of classifier performance | Aug 1, 2019 | General Classification | —Unverified | 0 |
| ConCORDe-Net: Cell Count Regularized Convolutional Neural Network for Cell Detection in Multiplex Immunohistochemistry Images | Aug 1, 2019 | Cell DetectionGeneral Classification | —Unverified | 0 |
| GANs 'N Lungs: improving pneumonia prediction | Aug 1, 2019 | Binary ClassificationData Augmentation | —Unverified | 0 |
| KiloGrams: Very Large N-Grams for Malware Classification | Aug 1, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Improving localization-based approaches for breast cancer screening exam classification | Aug 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Learning Joint Acoustic-Phonetic Word Embeddings | Aug 1, 2019 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Optimize TSK Fuzzy Systems for Classification Problems: Mini-Batch Gradient Descent with Uniform Regularization and Batch Normalization | Aug 1, 2019 | General ClassificationInterpretable Machine Learning | CodeCode Available | 0 |
| Two-Stream Video Classification with Cross-Modality Attention | Aug 1, 2019 | Action ClassificationAction Recognition | —Unverified | 0 |
| Leveraging Sublanguage Features for the Semantic Categorization of Clinical Terms | Aug 1, 2019 | General Classification | —Unverified | 0 |
| MICHAEL: Mining Character-level Patterns for Arabic Dialect Identification (MADAR Challenge) | Aug 1, 2019 | Dialect IdentificationGeneral Classification | —Unverified | 0 |
| Incorporating Figure Captions and Descriptive Text in MeSH Term Indexing | Aug 1, 2019 | ArticlesDeep Learning | CodeCode Available | 0 |
| Hierarchical Deep Learning for Arabic Dialect Identification | Aug 1, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| hULMonA: The Universal Language Model in Arabic | Aug 1, 2019 | Arabic Sentiment AnalysisGeneral Classification | CodeCode Available | 0 |
| Argument Component Classification by Relation Identification by Neural Network and TextRank | Aug 1, 2019 | ArticlesClassification | —Unverified | 0 |
| Argumentative Evidences Classification and Argument Scheme Detection Using Tree Kernels | Aug 1, 2019 | General Classification | —Unverified | 0 |
| Can Character Embeddings Improve Cause-of-Death Classification for Verbal Autopsy Narratives? | Aug 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Analysing Representations of Memory Impairment in a Clinical Notes Classification Model | Aug 1, 2019 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Hear about Verbal Multiword Expressions in the Bulgarian and the Romanian Wordnets Straight from the Horse's Mouth | Aug 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Improving classification of Adverse Drug Reactions through Using Sentiment Analysis and Transfer Learning | Aug 1, 2019 | General ClassificationSentiment Analysis | —Unverified | 0 |
| BERT Masked Language Modeling for Co-reference Resolution | Aug 1, 2019 | General ClassificationLanguage Modeling | —Unverified | 0 |
| Improving Sentiment Classification in Slovak Language | Aug 1, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Automatic Product Categorization for Official Statistics | Aug 1, 2019 | General ClassificationProduct Categorization | —Unverified | 0 |