| A Push-Pull Layer Improves Robustness of Convolutional Neural Networks | Jan 29, 2019 | General Classificationimage-classification | —Unverified | 0 |
| Improved Adversarial Learning for Fair Classification | Jan 29, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Glyce: Glyph-vectors for Chinese Character Representations | Jan 29, 2019 | Chinese Dependency ParsingChinese Named Entity Recognition | CodeCode Available | 0 |
| Active learning for binary classification with variable selection | Jan 29, 2019 | Active LearningBinary Classification | —Unverified | 0 |
| Bayes Imbalance Impact Index: A Measure of Class Imbalanced Dataset for Classification Problem | Jan 29, 2019 | General Classification | —Unverified | 0 |
| catch22: CAnonical Time-series CHaracteristics | Jan 29, 2019 | ClassificationClustering | CodeCode Available | 1 |
| Evaluating Generalization Ability of Convolutional Neural Networks and Capsule Networks for Image Classification via Top-2 Classification | Jan 29, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Heartbeat Anomaly Detection using Adversarial Oversampling | Jan 28, 2019 | Anomaly DetectionDiagnostic | CodeCode Available | 0 |
| Label Efficient Semi-Supervised Learning via Graph Filtering | Jan 28, 2019 | General ClassificationGraph Similarity | CodeCode Available | 0 |
| Compressed Domain Image Classification Using a Dynamic-Rate Neural Network | Jan 28, 2019 | ClassificationCompressive Sensing | —Unverified | 0 |
| Using Pre-Training Can Improve Model Robustness and Uncertainty | Jan 28, 2019 | Adversarial RobustnessGeneral Classification | CodeCode Available | 0 |
| Quasi-Newton Methods for Machine Learning: Forget the Past, Just Sample | Jan 28, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Neural eliminators and classifiers | Jan 28, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Squeezed Very Deep Convolutional Neural Networks for Text Classification | Jan 28, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| End-to-End Discriminative Deep Network for Liver Lesion Classification | Jan 28, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| A new evaluation framework for topic modeling algorithms based on synthetic corpora | Jan 28, 2019 | General ClassificationTopic Models | CodeCode Available | 0 |
| A Convolutional Neural Network model based on Neutrosophy for Noisy Speech Recognition | Jan 27, 2019 | General ClassificationNoisy Speech Recognition | —Unverified | 0 |
| TUNet: Incorporating segmentation maps to improve classification | Jan 27, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| On Symmetric Losses for Learning from Corrupted Labels | Jan 27, 2019 | General Classification | CodeCode Available | 0 |
| ADMM-SOFTMAX : An ADMM Approach for Multinomial Logistic Regression | Jan 27, 2019 | General Classificationimage-classification | CodeCode Available | 0 |
| Concrete Autoencoders for Differentiable Feature Selection and Reconstruction | Jan 27, 2019 | Decoderfeature selection | CodeCode Available | 0 |
| Automated Quality Control in Image Segmentation: Application to the UK Biobank Cardiac MR Imaging Study | Jan 27, 2019 | General ClassificationImage Segmentation | —Unverified | 0 |
| Anomaly detecting and ranking of the cloud computing platform by multi-view learning | Jan 27, 2019 | BIG-bench Machine LearningCloud Computing | —Unverified | 0 |
| Fixup Initialization: Residual Learning Without Normalization | Jan 27, 2019 | General Classificationimage-classification | CodeCode Available | 0 |
| Bias in Bios: A Case Study of Semantic Representation Bias in a High-Stakes Setting | Jan 27, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Evaluation of Transfer Learning for Classification of: (1) Diabetic Retinopathy by Digital Fundus Photography and (2) Diabetic Macular Edema, Choroidal Neovascularization and Drusen by Optical Coherence Tomography | Jan 26, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| See Better Before Looking Closer: Weakly Supervised Data Augmentation Network for Fine-Grained Visual Classification | Jan 26, 2019 | Data AugmentationFine-Grained Image Classification | CodeCode Available | 1 |
| Stopping Active Learning based on Predicted Change of F Measure for Text Classification | Jan 26, 2019 | Active LearningGeneral Classification | —Unverified | 0 |
| SelectiveNet: A Deep Neural Network with an Integrated Reject Option | Jan 26, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| The Use of Unlabeled Data versus Labeled Data for Stopping Active Learning for Text Classification | Jan 26, 2019 | Active LearningGeneral Classification | —Unverified | 0 |
| Discovery of Important Subsequences in Electrocardiogram Beats Using the Nearest Neighbour Algorithm | Jan 26, 2019 | ClassificationDynamic Time Warping | —Unverified | 0 |
| Deep Learning Framework for Steel Surface Defects Classification | Jan 25, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| Equivariant Transformer Networks | Jan 25, 2019 | General Classificationimage-classification | CodeCode Available | 0 |
| Better accuracy with quantified privacy: representations learned via reconstructive adversarial network | Jan 25, 2019 | BIG-bench Machine LearningDecoder | —Unverified | 0 |
| Deep Multimodality Model for Multi-task Multi-view Learning | Jan 25, 2019 | General Classificationimage-classification | CodeCode Available | 0 |
| Automated Segmentation of CT Scans for Normal Pressure Hydrocephalus | Jan 25, 2019 | Computed Tomography (CT)General Classification | CodeCode Available | 0 |
| Bayes metaclassifier and Soft-confusion-matrix classifier in the task of multi-label classification | Jan 25, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Deep Learning on Small Datasets without Pre-Training using Cosine Loss | Jan 25, 2019 | General Classification | CodeCode Available | 0 |
| Spurious Vanishing Problem in Approximate Vanishing Ideal | Jan 25, 2019 | General Classification | —Unverified | 0 |
| Misleading Metadata Detection on YouTube | Jan 25, 2019 | General Classification | CodeCode Available | 0 |
| Squared English Word: A Method of Generating Glyph to Use Super Characters for Sentiment Analysis | Jan 24, 2019 | General ClassificationSentence | —Unverified | 0 |
| One-Class Convolutional Neural Network | Jan 24, 2019 | Anomaly DetectionGeneral Classification | CodeCode Available | 1 |
| Is Pretraining Necessary for Hyperspectral Image Classification? | Jan 24, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Bottom-up Broadcast Neural Network For Music Genre Classification | Jan 24, 2019 | ClassificationDecision Making | CodeCode Available | 0 |
| Deep Neural Linear Bandits: Overcoming Catastrophic Forgetting through Likelihood Matching | Jan 24, 2019 | Decision MakingEfficient Exploration | —Unverified | 0 |
| Boosting Standard Classification Architectures Through a Ranking Regularizer | Jan 24, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| A Stable Combinatorial Particle Swarm Optimization for Scalable Feature Selection in Gene Expression Data | Jan 24, 2019 | DiagnosticDiversity | —Unverified | 0 |
| Self-Supervised Deep Learning on Point Clouds by Reconstructing Space | Jan 24, 2019 | 3D Point Cloud Linear ClassificationDeep Learning | —Unverified | 0 |
| A PCB Dataset for Defects Detection and Classification | Jan 24, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| General Supervision via Probabilistic Transformations | Jan 24, 2019 | ClassificationGeneral Classification | —Unverified | 0 |