| MANIFOLDNET: A DEEP NEURAL NETWORK FOR MANIFOLD-VALUED DATA | May 1, 2019 | General ClassificationImage Reconstruction | —Unverified | 0 |
| Probabilistic Federated Neural Matching | May 1, 2019 | Federated LearningGeneral Classification | —Unverified | 0 |
| Unsupervised classification into unknown number of classes | May 1, 2019 | ClassificationClustering | —Unverified | 0 |
| The Expressive Power of Deep Neural Networks with Circulant Matrices | May 1, 2019 | General ClassificationVideo Classification | —Unverified | 0 |
| Unseen Action Recognition with Unpaired Adversarial Multimodal Learning | May 1, 2019 | Action RecognitionGeneral Classification | —Unverified | 0 |
| Wasserstein Barycenter Model Ensembling | May 1, 2019 | AttributeGeneral Classification | —Unverified | 0 |
| Using Ontologies To Improve Performance In Massively Multi-label Prediction | May 1, 2019 | Disease PredictionGeneral Classification | —Unverified | 0 |
| Outlier Detection from Image Data | May 1, 2019 | Autonomous VehiclesGeneral Classification | —Unverified | 0 |
| Surface Type Classification for Autonomous Robot Indoor Navigation | May 1, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Localized random projections challenge benchmarks for bio-plausible deep learning | May 1, 2019 | Deep LearningGeneral Classification | —Unverified | 0 |
| Polar Prototype Networks | May 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Towards Sampling from Nondirected Probabilistic Graphical models using a D-Wave Quantum Annealer | May 1, 2019 | General ClassificationMissing Labels | —Unverified | 0 |
| Semi-Conditional Normalizing Flows for Semi-Supervised Learning | May 1, 2019 | General Classification | CodeCode Available | 0 |
| Object detection deep learning networks for Optical Character Recognition | May 1, 2019 | Deep LearningDocument Classification | CodeCode Available | 0 |
| Attentive Task-Agnostic Meta-Learning for Few-Shot Text Classification | May 1, 2019 | ClassificationFew-Shot Text Classification | —Unverified | 0 |
| Information Regularized Neural Networks | May 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Disease Identification From Unstructured User Input | May 1, 2019 | General ClassificationQuestion Answering | —Unverified | 0 |
| Introducing Graph Smoothness Loss for Training Deep Learning Architectures | May 1, 2019 | Deep LearningGeneral Classification | —Unverified | 0 |
| An Information-Theoretic Metric of Transferability for Task Transfer Learning | May 1, 2019 | General ClassificationScene Understanding | CodeCode Available | 0 |
| Deep Ensemble Bayesian Active Learning : Adressing the Mode Collapse issue in Monte Carlo dropout via Ensembles | May 1, 2019 | Active LearningGeneral Classification | —Unverified | 0 |
| Few-shot Classification on Graphs with Structural Regularized GCNs | May 1, 2019 | ClassificationFew-Shot Learning | —Unverified | 0 |
| DEEP GEOMETRICAL GRAPH CLASSIFICATION | May 1, 2019 | ClassificationClustering | —Unverified | 0 |
| Dimensionality Reduction for Representing the Knowledge of Probabilistic Models | May 1, 2019 | ClassificationDimensionality Reduction | —Unverified | 0 |
| Classification in the dark using tactile exploration | May 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| GEOMETRIC AUGMENTATION FOR ROBUST NEURAL NETWORK CLASSIFIERS | May 1, 2019 | General ClassificationTime Series | —Unverified | 0 |
| CGNF: Conditional Graph Neural Fields | May 1, 2019 | General ClassificationNode Classification | —Unverified | 0 |
| A unified theory of adaptive stochastic gradient descent as Bayesian filtering | May 1, 2019 | General Classification | —Unverified | 0 |
| Land Use and Land Cover Classification Using Deep Learning Techniques | May 1, 2019 | Deep LearningGeneral Classification | —Unverified | 0 |
| Fair Classification and Social Welfare | May 1, 2019 | ClassificationFairness | —Unverified | 0 |
| FAST OBJECT LOCALIZATION VIA SENSITIVITY ANALYSIS | May 1, 2019 | General Classificationimage-classification | —Unverified | 0 |
| A Novel Trend Symbolic Aggregate Approximation for Time Series | May 1, 2019 | General ClassificationTime Series | —Unverified | 0 |
| How Training Data Affect the Accuracy and Robustness of Neural Networks for Image Classification | May 1, 2019 | General Classificationimage-classification | —Unverified | 0 |
| Alignment Based Mathching Networks for One-Shot Classification and Open-Set Recognition | May 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Improving machine classification using human uncertainty measurements | May 1, 2019 | ClassificationData Augmentation | —Unverified | 0 |
| Graph Transformer | May 1, 2019 | Few-Shot LearningGeneral Classification | —Unverified | 0 |
| Contextual Recurrent Convolutional Model for Robust Visual Learning | May 1, 2019 | Fine-Grained Image ClassificationGeneral Classification | —Unverified | 0 |
| Gradient-based learning for F-measure and other performance metrics | May 1, 2019 | General Classification | —Unverified | 0 |
| Filter Training and Maximum Response: Classification via Discerning | May 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| High-Performance Support Vector Machines and Its Applications | May 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Gender Classification from Iris Texture Images Using a New Set of Binary Statistical Image Features | May 1, 2019 | ClassificationGender Classification | CodeCode Available | 0 |
| Graph Classification with Geometric Scattering | May 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Unsupervised automatic classification of Scanning Electron Microscopy (SEM) images of CD4+ cells with varying extent of HIV virion infection | Apr 30, 2019 | General ClassificationQuantization | —Unverified | 0 |
| Learning Fair Representations via an Adversarial Framework | Apr 30, 2019 | ClassificationFairness | CodeCode Available | 0 |
| Graph Convolutional Networks with EigenPooling | Apr 30, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Detecting Adversarial Examples through Nonlinear Dimensionality Reduction | Apr 30, 2019 | Density EstimationDimensionality Reduction | CodeCode Available | 0 |
| Cross-Modal Message Passing for Two-stream Fusion | Apr 30, 2019 | Action RecognitionGeneral Classification | —Unverified | 0 |
| Factor Analysis in Fault Diagnostics Using Random Forest | Apr 30, 2019 | AttributeClustering | —Unverified | 0 |
| Attentive Spatio-Temporal Representation Learning for Diving Classification | Apr 30, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Eigen Values Features for the Classification of Brain Signals corresponding to 2D and 3D Educational Contents | Apr 30, 2019 | General ClassificationMultiple-choice | —Unverified | 0 |
| Deep Transfer Learning for Few-Shot SAR Image Classification | Apr 30, 2019 | Classificationdomain classification | —Unverified | 0 |