| Deep Mixtures of Unigrams for uncovering Topics in Textual Data | Feb 18, 2019 | ClassificationClustering | —Unverified | 0 |
| Single-shot Channel Pruning Based on Alternating Direction Method of Multipliers | Feb 18, 2019 | General ClassificationNetwork Pruning | —Unverified | 0 |
| LocalNorm: Robust Image Classification through Dynamically Regularized Normalization | Feb 18, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Optimizing Stochastic Gradient Descent in Text Classification Based on Fine-Tuning Hyper-Parameters Approach. A Case Study on Automatic Classification of Global Terrorist Attacks | Feb 18, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Optimized data exploration applied to the simulation of a chemical process | Feb 18, 2019 | Chemical ProcessGeneral Classification | —Unverified | 0 |
| Motion Equivariant Networks for Event Cameras with the Temporal Normalization Transform | Feb 18, 2019 | Data AugmentationGeneral Classification | —Unverified | 0 |
| Multiple Document Representations from News Alerts for Automated Bio-surveillance Event Detection | Feb 17, 2019 | ClassificationEvent Detection | —Unverified | 0 |
| Detecting Colorized Images via Convolutional Neural Networks: Toward High Accuracy and Good Generalization | Feb 17, 2019 | ColorizationGeneral Classification | —Unverified | 0 |
| ProtoAttend: Attention-Based Prototypical Learning | Feb 17, 2019 | Decision MakingGeneral Classification | CodeCode Available | 0 |
| A Comparative Study of Feature Selection Methods for Dialectal Arabic Sentiment Classification Using Support Vector Machine | Feb 17, 2019 | Arabic Sentiment Analysisfeature selection | CodeCode Available | 0 |
| PatchNet: A Tool for Deep Patch Classification | Feb 16, 2019 | ClassificationDeep Learning | CodeCode Available | 0 |
| CruzAffect at AffCon 2019 Shared Task: A feature-rich approach to characterize happiness | Feb 16, 2019 | Binary ClassificationClassification | —Unverified | 0 |
| DC-AL GAN: Pseudoprogression and True Tumor Progression of Glioblastoma Multiform Image Classification Based on DCGAN and AlexNet | Feb 16, 2019 | General ClassificationGenerative Adversarial Network | —Unverified | 0 |
| Efficient Deep Learning of GMMs | Feb 15, 2019 | Deep LearningGeneral Classification | —Unverified | 0 |
| A Convolutional Network for Sleep Stages Classification | Feb 15, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| The Fairness of Risk Scores Beyond Classification: Bipartite Ranking and the xAUC Metric | Feb 15, 2019 | Binary ClassificationFairness | CodeCode Available | 0 |
| Unsupervised shape and motion analysis of 3822 cardiac 4D MRIs of UK Biobank | Feb 15, 2019 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Bayesian Image Classification with Deep Convolutional Gaussian Processes | Feb 15, 2019 | ClassificationDecision Making | —Unverified | 0 |
| Channel Max Pooling Layer for Fine-Grained Vehicle Classification | Feb 14, 2019 | ClassificationFine-Grained Vehicle Classification | —Unverified | 0 |
| Graph-RISE: Graph-Regularized Image Semantic Embedding | Feb 14, 2019 | ClusteringGeneral Classification | —Unverified | 0 |
| Classification with unknown class-conditional label noise on non-compact feature spaces | Feb 14, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Fully Convolutional Networks for Text Classification | Feb 14, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Classifying Treatment Responders Under Causal Effect Monotonicity | Feb 14, 2019 | Causal InferenceClassification | —Unverified | 0 |
| Integrating Propositional and Relational Label Side Information for Hierarchical Zero-Shot Image Classification | Feb 14, 2019 | AttributeGeneral Classification | —Unverified | 0 |
| Categorical Metadata Representation for Customized Text Classification | Feb 14, 2019 | ClassificationGeneral Classification | 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 |
| Sinkhorn Divergence of Topological Signature Estimates for Time Series Classification | Feb 14, 2019 | ClassificationFault Detection | CodeCode Available | 0 |
| Do ImageNet Classifiers Generalize to ImageNet? | Feb 13, 2019 | General Classification | CodeCode Available | 0 |
| Highly Efficient Follicular Segmentation in Thyroid Cytopathological Whole Slide Image | Feb 13, 2019 | General ClassificationSegmentation | CodeCode Available | 0 |
| Classifying Signals on Irregular Domains via Convolutional Cluster Pooling | Feb 13, 2019 | ClusteringGeneral Classification | —Unverified | 0 |
| Improving performance and inference on audio classification tasks using capsule networks | Feb 13, 2019 | Audio ClassificationClassification | —Unverified | 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 |
| Hierarchical Graph Convolutional Networks for Semi-supervised Node Classification | Feb 13, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Wasserstein Barycenter Model Ensembling | Feb 13, 2019 | AttributeGeneral Classification | CodeCode Available | 0 |
| A new Backdoor Attack in CNNs by training set corruption without label poisoning | Feb 12, 2019 | Backdoor AttackGeneral Classification | CodeCode Available | 1 |
| Towards a Robust Deep Neural Network in Texts: A Survey | Feb 12, 2019 | General Classificationimage-classification | —Unverified | 0 |
| Crowdsourced PAC Learning under Classification Noise | Feb 12, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| A Tunable Loss Function for Binary Classification | Feb 12, 2019 | Binary ClassificationClassification | —Unverified | 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 |
| An In-Vehicle KWS System with Multi-Source Fusion for Vehicle Applications | Feb 12, 2019 | General ClassificationKeyword Spotting | —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 |
| 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 |
| 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 |