| Limiting Network Size within Finite Bounds for Optimization | Mar 7, 2019 | AttributeBinary Classification | —Unverified | 0 |
| ViTOR: Learning to Rank Webpages Based on Visual Features | Mar 7, 2019 | General Classificationimage-classification | —Unverified | 0 |
| The Variational Predictive Natural Gradient | Mar 7, 2019 | General ClassificationVariational Inference | CodeCode Available | 0 |
| Unsupervised Domain Adaptation using Feature-Whitening and Consensus Loss | Mar 7, 2019 | Domain AdaptationGeneral Classification | CodeCode Available | 0 |
| Weakly Supervised Complementary Parts Models for Fine-Grained Image Classification from the Bottom Up | Mar 7, 2019 | Fine-Grained Image ClassificationGeneral Classification | CodeCode Available | 0 |
| Analysis Dictionary Learning: An Efficient and Discriminative Solution | Mar 7, 2019 | Dictionary LearningGeneral Classification | —Unverified | 0 |
| Detection of Advanced Malware by Machine Learning Techniques | Mar 7, 2019 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| GRATIS: GeneRAting TIme Series with diverse and controllable characteristics | Mar 7, 2019 | BenchmarkingClustering | CodeCode Available | 0 |
| Automatic Ontology Learning from Domain-Specific Short Unstructured Text Data | Mar 7, 2019 | General ClassificationInformation Retrieval | —Unverified | 0 |
| Deep CNN-based Multi-task Learning for Open-Set Recognition | Mar 7, 2019 | DecoderGeneral Classification | CodeCode Available | 0 |
| Label Embedded Dictionary Learning for Image Classification | Mar 7, 2019 | ClassificationDictionary Learning | CodeCode Available | 0 |
| Activation Atlas | Mar 6, 2019 | General Classificationimage-classification | —Unverified | 0 |
| Detecting Overfitting via Adversarial Examples | Mar 6, 2019 | General Classificationimage-classification | —Unverified | 0 |
| SNU_IDS at SemEval-2019 Task 3: Addressing Training-Test Class Distribution Mismatch in Conversational Classification | Mar 6, 2019 | General Classification | CodeCode Available | 0 |
| Semantic Adversarial Network with Multi-scale Pyramid Attention for Video Classification | Mar 6, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Transfer feature generating networks with semantic classes structure for zero-shot learning | Mar 6, 2019 | General ClassificationZero-Shot Learning | —Unverified | 0 |
| Relational Pooling for Graph Representations | Mar 6, 2019 | General ClassificationGraph Classification | CodeCode Available | 0 |
| Limitations of Pinned AUC for Measuring Unintended Bias | Mar 5, 2019 | General Classification | —Unverified | 0 |
| Statistical Guarantees for the Robustness of Bayesian Neural Networks | Mar 5, 2019 | General Classificationimage-classification | CodeCode Available | 0 |
| Virtual Ground Truth, and Pre-selection of 3D Interest Points for Improved Repeatability Evaluation of 2D Detectors | Mar 5, 2019 | General Classification | —Unverified | 0 |
| Automatic Classification of Pathology Reports using TF-IDF Features | Mar 5, 2019 | ClassificationDiagnostic | —Unverified | 0 |
| Convex Covariate Clustering for Classification | Mar 5, 2019 | ClassificationClustering | CodeCode Available | 0 |
| Hyperspectral Image Classification with Deep Metric Learning and Conditional Random Field | Mar 4, 2019 | General ClassificationHyperspectral Image Classification | —Unverified | 0 |
| Deep learning based pulse shape discrimination for germanium detectors | Mar 4, 2019 | Deep LearningGeneral Classification | —Unverified | 0 |
| Generalizing Graph Convolutional Neural Networks with Edge-Variant Recursions on Graphs | Mar 4, 2019 | General Classification | —Unverified | 0 |
| Active Authentication using an Autoencoder regularized CNN-based One-Class Classifier | Mar 4, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| A Fundamental Performance Limitation for Adversarial Classification | Mar 4, 2019 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Joint segmentation and classification of retinal arteries/veins from fundus images | Mar 4, 2019 | General ClassificationSegmentation | —Unverified | 0 |
| Binary Classifier Inspired by Quantum Theory | Mar 4, 2019 | General Classification | —Unverified | 0 |
| Understanding the Mechanism of Deep Learning Framework for Lesion Detection in Pathological Images with Breast Cancer | Mar 4, 2019 | Deep LearningGeneral Classification | —Unverified | 0 |
| Unsupervised Domain Adaptation Learning Algorithm for RGB-D Staircase Recognition | Mar 4, 2019 | Domain AdaptationGeneral Classification | —Unverified | 0 |
| Predicting Algorithm Classes for Programming Word Problems | Mar 3, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Classification via local manifold approximation | Mar 3, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| FRI -- Feature Relevance Intervals for Interpretable and Interactive Data Exploration | Mar 2, 2019 | feature selectionGeneral Classification | —Unverified | 0 |
| Towards NLP with Deep Learning: Convolutional Neural Networks and Recurrent Neural Networks for Offensive Language Identification in Social Media | Mar 2, 2019 | General ClassificationLanguage Identification | —Unverified | 0 |
| Spatio-Temporal Vegetation Pixel Classification By Using Convolutional Networks | Mar 2, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Lung CT Imaging Sign Classification through Deep Learning on Small Data | Mar 1, 2019 | Binary ClassificationComputed Tomography (CT) | —Unverified | 0 |
| TrojDRL: Trojan Attacks on Deep Reinforcement Learning Agents | Mar 1, 2019 | Data PoisoningDeep Reinforcement Learning | CodeCode Available | 0 |
| Outcome-Driven Clustering of Acute Coronary Syndrome Patients using Multi-Task Neural Network with Attention | Mar 1, 2019 | ClassificationClustering | —Unverified | 0 |
| Mask Scoring R-CNN | Mar 1, 2019 | General ClassificationInstance Segmentation | CodeCode Available | 0 |
| Large Scale Product Categorization using Structured and Unstructured Attributes | Mar 1, 2019 | AttributeGeneral Classification | —Unverified | 0 |
| A Deep DUAL-PATH Network for Improved Mammogram Image Processing | Mar 1, 2019 | General Classification | —Unverified | 0 |
| Cascaded Recurrent Neural Networks for Hyperspectral Image Classification | Feb 28, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Adversarial Training for Satire Detection: Controlling for Confounding Variables | Feb 28, 2019 | General ClassificationKnowledge Base Population | —Unverified | 0 |
| A novel method for extracting interpretable knowledge from a spiking neural classifier with time-varying synaptic weights | Feb 28, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Context-aware Neural-based Dialog Act Classification on Automatically Generated Transcriptions | Feb 28, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A Novel Multi-Attention Driven System For Multi-Label Remote Sensing Image Classification | Feb 28, 2019 | General Classificationimage-classification | —Unverified | 0 |
| Improving fraud prediction with incremental data balancing technique for massive data streams | Feb 28, 2019 | General Classification | —Unverified | 0 |
| Virtual Adversarial Training on Graph Convolutional Networks in Node Classification | Feb 28, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Look, Investigate, and Classify: A Deep Hybrid Attention Method for Breast Cancer Classification | Feb 28, 2019 | Cancer ClassificationGeneral Classification | —Unverified | 0 |