| Bayesian Image Classification with Deep Convolutional Gaussian Processes | Feb 15, 2019 | ClassificationDecision Making | —Unverified | 0 |
| Sinkhorn Divergence of Topological Signature Estimates for Time Series Classification | Feb 14, 2019 | ClassificationFault Detection | CodeCode Available | 0 |
| MultiGrain: a unified image embedding for classes and instances | Feb 14, 2019 | ClassificationData Augmentation | CodeCode Available | 0 |
| WaveletAE: A Wavelet-enhanced Autoencoder for Wind Turbine Blade Icing Detection | Feb 14, 2019 | Anomaly DetectionGeneral Classification | CodeCode Available | 0 |
| Fully Convolutional Networks for Text Classification | Feb 14, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Categorical Metadata Representation for Customized Text Classification | Feb 14, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Classification with unknown class-conditional label noise on non-compact feature spaces | Feb 14, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Integrating Propositional and Relational Label Side Information for Hierarchical Zero-Shot Image Classification | Feb 14, 2019 | AttributeGeneral Classification | —Unverified | 0 |
| Classifying Treatment Responders Under Causal Effect Monotonicity | Feb 14, 2019 | Causal InferenceClassification | —Unverified | 0 |
| Graph-RISE: Graph-Regularized Image Semantic Embedding | Feb 14, 2019 | ClusteringGeneral Classification | —Unverified | 0 |
| Channel Max Pooling Layer for Fine-Grained Vehicle Classification | Feb 14, 2019 | ClassificationFine-Grained Vehicle Classification | —Unverified | 0 |
| Highly Efficient Follicular Segmentation in Thyroid Cytopathological Whole Slide Image | Feb 13, 2019 | General ClassificationSegmentation | CodeCode Available | 0 |
| Improving performance and inference on audio classification tasks using capsule networks | Feb 13, 2019 | Audio ClassificationClassification | —Unverified | 0 |
| Classifying Signals on Irregular Domains via Convolutional Cluster Pooling | Feb 13, 2019 | ClusteringGeneral Classification | —Unverified | 0 |
| Do ImageNet Classifiers Generalize to ImageNet? | Feb 13, 2019 | General Classification | CodeCode Available | 0 |
| Predicting Food Security Outcomes Using Convolutional Neural Networks (CNNs) for Satellite Tasking | Feb 13, 2019 | General ClassificationLand Cover Classification | —Unverified | 0 |
| SECTOR: A Neural Model for Coherent Topic Segmentation and Classification | Feb 13, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Wasserstein Barycenter Model Ensembling | Feb 13, 2019 | AttributeGeneral Classification | CodeCode Available | 0 |
| Hierarchical Graph Convolutional Networks for Semi-supervised Node Classification | Feb 13, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Progressively Growing Generative Adversarial Networks for High Resolution Semantic Segmentation of Satellite Images | Feb 12, 2019 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Sparse Feature Selection in Kernel Discriminant Analysis via Optimal Scoring | Feb 12, 2019 | Classificationfeature selection | CodeCode Available | 0 |
| Crowdsourced PAC Learning under Classification Noise | Feb 12, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Examining Adversarial Learning against Graph-based IoT Malware Detection Systems | Feb 12, 2019 | Adversarial AttackGeneral Classification | —Unverified | 0 |
| A system for generating complex physically accurate sensor images for automotive applications | Feb 12, 2019 | General Classificationobject-detection | —Unverified | 0 |
| An In-Vehicle KWS System with Multi-Source Fusion for Vehicle Applications | Feb 12, 2019 | General ClassificationKeyword Spotting | —Unverified | 0 |
| Towards a Robust Deep Neural Network in Texts: A Survey | Feb 12, 2019 | General Classificationimage-classification | —Unverified | 0 |
| A Tunable Loss Function for Binary Classification | Feb 12, 2019 | Binary ClassificationClassification | —Unverified | 0 |
| Deep Node Ranking for Neuro-symbolic Structural Node Embedding and Classification | Feb 11, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Efficient Primal-Dual Algorithms for Large-Scale Multiclass Classification | Feb 11, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Deep Learning Methods for Event Verification and Image Repurposing Detection | Feb 11, 2019 | Deep LearningGeneral Classification | —Unverified | 0 |
| Prediction of Malignant & Benign Breast Cancer: A Data Mining Approach in Healthcare Applications | Feb 11, 2019 | AttributeCancer Classification | —Unverified | 0 |
| Synthesizing New Retinal Symptom Images by Multiple Generative Models | Feb 11, 2019 | General ClassificationImage Generation | CodeCode Available | 0 |
| Yelp Food Identification via Image Feature Extraction and Classification | Feb 11, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| LS-Tree: Model Interpretation When the Data Are Linguistic | Feb 11, 2019 | General ClassificationSentence | —Unverified | 0 |
| Riemannian joint dimensionality reduction and dictionary learning on symmetric positive definite manifold | Feb 11, 2019 | ClassificationDictionary Learning | —Unverified | 0 |
| Towards Automatic Lesion Classification in the Upper Aerodigestive Tract Using OCT and Deep Transfer Learning Methods | Feb 10, 2019 | Decision MakingGeneral Classification | —Unverified | 0 |
| Feature Selection for multi-labeled variables via Dependency Maximization | Feb 10, 2019 | feature selectionGeneral Classification | —Unverified | 0 |
| Hybrid Forest: A Concept Drift Aware Data Stream Mining Algorithm | Feb 10, 2019 | General Classificationregression | CodeCode Available | 0 |
| Image Decomposition and Classification through a Generative Model | Feb 9, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Distance metric learning based on structural neighborhoods for dimensionality reduction and classification performance improvement | Feb 9, 2019 | BIG-bench Machine LearningDimensionality Reduction | —Unverified | 0 |
| Inverse Projection Representation and Category Contribution Rate for Robust Tumor Recognition | Feb 9, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| The Omniglot challenge: a 3-year progress report | Feb 9, 2019 | General ClassificationOne-Shot Learning | CodeCode Available | 0 |
| Meta-Curvature | Feb 9, 2019 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 0 |
| Region based Ensemble Learning Network for Fine-grained Classification | Feb 9, 2019 | ClassificationEnsemble Learning | —Unverified | 0 |
| Link Prediction via Higher-Order Motif Features | Feb 8, 2019 | General ClassificationLink Prediction | CodeCode Available | 0 |
| Multi-task Learning for Target-dependent Sentiment Classification | Feb 8, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| A 3D Probabilistic Deep Learning System for Detection and Diagnosis of Lung Cancer Using Low-Dose CT Scans | Feb 8, 2019 | Decision MakingDiagnostic | —Unverified | 0 |
| Covariance and Correlation Kernels on a Graph in the Generalized Bag-of-Paths Formalism | Feb 8, 2019 | General Classificationvalid | —Unverified | 0 |
| FSNet: Compression of Deep Convolutional Neural Networks by Filter Summary | Feb 8, 2019 | General Classificationimage-classification | —Unverified | 0 |
| Addressing Overfitting on Pointcloud Classification using Atrous XCRF | Feb 8, 2019 | ClassificationGeneral Classification | —Unverified | 0 |