| Ensembles of feedforward-designed convolutional neural networks | Jan 8, 2019 | DiversityGeneral Classification | —Unverified | 0 |
| Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network | Jan 7, 2019 | Arrhythmia DetectionDiagnostic | —Unverified | 0 |
| Stance Classification for Rumour Analysis in Twitter: Exploiting Affective Information and Conversation Structure | Jan 7, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Tooth morphometry using quasi-conformal theory | Jan 7, 2019 | General Classification | —Unverified | 0 |
| Enhancing Sound Texture in CNN-Based Acoustic Scene Classification | Jan 6, 2019 | Acoustic Scene ClassificationClassification | —Unverified | 0 |
| RNNSecureNet: Recurrent neural networks for Cyber security use-cases | Jan 5, 2019 | Fraud DetectionGeneral Classification | —Unverified | 0 |
| Population-Guided Large Margin Classifier for High-Dimension Low -Sample-Size Problems | Jan 5, 2019 | Face RecognitionGeneral Classification | —Unverified | 0 |
| Fully-automatic segmentation of kidneys in clinical ultrasound images using a boundary distance regression network | Jan 5, 2019 | ClassificationDistance regression | —Unverified | 0 |
| Early Prediction of Alzheimer's Disease Dementia Based on Baseline Hippocampal MRI and 1-Year Follow-Up Cognitive Measures Using Deep Recurrent Neural Networks | Jan 5, 2019 | General Classification | —Unverified | 0 |
| Efficient Representation Learning Using Random Walks for Dynamic Graphs | Jan 5, 2019 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 |
| Deep Reinforcement Learning for Imbalanced Classification | Jan 5, 2019 | ClassificationDecision Making | CodeCode Available | 0 |
| Graph Neural Networks with convolutional ARMA filters | Jan 5, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| An Adaptive Weighted Deep Forest Classifier | Jan 4, 2019 | General Classification | —Unverified | 0 |
| Fast Multi-Class Probabilistic Classifier by Sparse Non-parametric Density Estimation | Jan 4, 2019 | ClassificationDensity Estimation | —Unverified | 0 |
| Adversarial Examples Versus Cloud-based Detectors: A Black-box Empirical Study | Jan 4, 2019 | General Classificationimage-classification | —Unverified | 0 |
| Learning Sound Event Classifiers from Web Audio with Noisy Labels | Jan 4, 2019 | General ClassificationSound Event Detection | CodeCode Available | 0 |
| Projecting "better than randomly": How to reduce the dimensionality of very large datasets in a way that outperforms random projections | Jan 3, 2019 | Dimensionality ReductionGeneral Classification | —Unverified | 0 |
| GeoNet: Deep Geodesic Networks for Point Cloud Analysis | Jan 3, 2019 | General Classification | —Unverified | 0 |
| Instance-Based Classification through Hypothesis Testing | Jan 3, 2019 | Binary ClassificationClassification | —Unverified | 0 |
| A Hierarchical Grocery Store Image Dataset with Visual and Semantic Labels | Jan 3, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Action2Vec: A Crossmodal Embedding Approach to Action Learning | Jan 2, 2019 | Action RecognitionGeneral Classification | —Unverified | 0 |
| A Full Probabilistic Model for Yes/No Type Crowdsourcing in Multi-Class Classification | Jan 2, 2019 | General Classificationimage-classification | CodeCode Available | 0 |
| Elimination of All Bad Local Minima in Deep Learning | Jan 2, 2019 | AllBinary Classification | —Unverified | 0 |
| A CNN adapted to time series for the classification of Supernovae | Jan 2, 2019 | Binary ClassificationGeneral Classification | CodeCode Available | 0 |
| An Automatic Interaction Detection Hybrid Model for Bankcard Response Classification | Jan 2, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Analysis of Contraction Effort Level in EMG-Based Gesture Recognition Using Hyperdimensional Computing | Jan 2, 2019 | General ClassificationGesture Recognition | —Unverified | 0 |
| Adversarial Robustness May Be at Odds With Simplicity | Jan 2, 2019 | Adversarial RobustnessClassification | —Unverified | 0 |
| Real-Time EEG Classification via Coresets for BCI Applications | Jan 2, 2019 | Brain Computer InterfaceClassification | —Unverified | 0 |
| Visualizing Deep Similarity Networks | Jan 2, 2019 | General Classification | CodeCode Available | 1 |
| On Minimum Discrepancy Estimation for Deep Domain Adaptation | Jan 2, 2019 | Domain AdaptationGeneral Classification | CodeCode Available | 1 |
| Multi-Label Adversarial Perturbations | Jan 2, 2019 | General Classificationimage-classification | —Unverified | 0 |
| Multi-class Classification without Multi-class Labels | Jan 2, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Multi-level CNN for lung nodule classification with Gaussian Process assisted hyperparameter optimization | Jan 2, 2019 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| Heartbeat classification fusing temporal and morphological information of ECGs via ensemble of classifiers | Jan 1, 2019 | Electrocardiography (ECG)General Classification | CodeCode Available | 0 |
| Gated-Dilated Networks for Lung Nodule Classification in CT scans | Jan 1, 2019 | ClassificationComputed Tomography (CT) | —Unverified | 0 |
| Augmentation Scheme for Dealing with Imbalanced Network Traffic Classification Using Deep Learning | Jan 1, 2019 | Data AugmentationDensity Estimation | —Unverified | 0 |
| FPGA-based Accelerators of Deep Learning Networks for Learning and Classification: A Review | Jan 1, 2019 | CPUDeep Learning | —Unverified | 0 |
| Training with the Invisibles: Obfuscating Images to Share Safely for Learning Visual Recognition Models | Jan 1, 2019 | AttributeFacial Landmark Detection | —Unverified | 0 |
| Sex-Classification from Cell-Phones Periocular Iris Images | Dec 31, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Unary and Binary Classification Approaches and their Implications for Authorship Verification | Dec 31, 2018 | Authorship VerificationBinary Classification | —Unverified | 0 |
| Deep Residual Learning in the JPEG Transform Domain | Dec 31, 2018 | General Classificationimage-classification | CodeCode Available | 0 |
| Fine-tuning Convolutional Neural Networks for fine art classification | Dec 30, 2018 | Artist classificationArtistic style classification | —Unverified | 0 |
| DART: Domain-Adversarial Residual-Transfer Networks for Unsupervised Cross-Domain Image Classification | Dec 30, 2018 | ClassificationDomain Adaptation | —Unverified | 0 |
| CoSpace: Common Subspace Learning from Hyperspectral-Multispectral Correspondences | Dec 30, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Sentiment Classification of Customer Reviews about Automobiles in Roman Urdu | Dec 30, 2018 | AttributeClassification | —Unverified | 0 |
| Monte-Carlo Sampling applied to Multiple Instance Learning for Histological Image Classification | Dec 30, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Leishmaniasis Parasite Segmentation and Classification using Deep Learning | Dec 30, 2018 | ClassificationDeep Learning | —Unverified | 0 |
| Weakly-Supervised Hierarchical Text Classification | Dec 29, 2018 | BlockingClassification | CodeCode Available | 0 |
| End-to-end neural relation extraction using deep biaffine attention | Dec 29, 2018 | General ClassificationRelation | CodeCode Available | 0 |
| Classification of Functioning, Disability, and Health for Children and Youth: ICF-CY Self Care (SCADI Dataset) Using Predictive Analytics | Dec 29, 2018 | ClassificationGeneral Classification | —Unverified | 0 |