| DeepSign: Deep Learning for Automatic Malware Signature Generation and Classification | Nov 21, 2017 | ClassificationDeep Learning | CodeCode Available | 0 |
| Knowledge Concentration: Learning 100K Object Classifiers in a Single CNN | Nov 21, 2017 | General Classificationimage-classification | —Unverified | 0 |
| 10Sent: A Stable Sentiment Analysis Method Based on the Combination of Off-The-Shelf Approaches | Nov 21, 2017 | General ClassificationSelf-Learning | —Unverified | 0 |
| Multiple-Instance, Cascaded Classification for Keyword Spotting in Narrow-Band Audio | Nov 21, 2017 | General ClassificationKeyword Spotting | —Unverified | 0 |
| Unsupervised Adaptation with Domain Separation Networks for Robust Speech Recognition | Nov 21, 2017 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Sparse-Input Neural Networks for High-dimensional Nonparametric Regression and Classification | Nov 21, 2017 | General Classificationregression | CodeCode Available | 1 |
| Spectral-Spatial Feature Extraction and Classification by ANN Supervised with Center Loss in Hyperspectral Imagery | Nov 20, 2017 | Face RecognitionGeneral Classification | —Unverified | 0 |
| Classification with Costly Features using Deep Reinforcement Learning | Nov 20, 2017 | ClassificationClassification with Costly Features | CodeCode Available | 0 |
| Glitch Classification and Clustering for LIGO with Deep Transfer Learning | Nov 20, 2017 | ClassificationClustering | —Unverified | 0 |
| A generalised framework for detailed classification of swimming paths inside the Morris Water Maze | Nov 20, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| On Breast Cancer Detection: An Application of Machine Learning Algorithms on the Wisconsin Diagnostic Dataset | Nov 20, 2017 | AllBIG-bench Machine Learning | CodeCode Available | 0 |
| Disentangling Factors of Variation by Mixing Them | Nov 20, 2017 | AttributeGeneral Classification | —Unverified | 0 |
| CleanNet: Transfer Learning for Scalable Image Classifier Training with Label Noise | Nov 20, 2017 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Residual Gated Graph ConvNets | Nov 20, 2017 | ClusteringGeneral Classification | CodeCode Available | 0 |
| Tracking in Aerial Hyperspectral Videos using Deep Kernelized Correlation Filters | Nov 20, 2017 | General ClassificationImage Generation | —Unverified | 0 |
| A systematic framework to discover pattern for web spam classification | Nov 19, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Discriminant Projection Representation-based Classification for Vision Recognition | Nov 19, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Color Face Recognition using High-Dimension Quaternion-based Adaptive Representation | Nov 19, 2017 | Face RecognitionGeneral Classification | —Unverified | 0 |
| Lung Nodule Classification by the Combination of Fusion Classifier and Cascaded Convolutional Neural Networks | Nov 19, 2017 | General ClassificationLung Nodule Classification | —Unverified | 0 |
| Tree-Structured Boosting: Connections Between Gradient Boosted Stumps and Full Decision Trees | Nov 18, 2017 | Additive modelsGeneral Classification | —Unverified | 0 |
| Prediction Scores as a Window into Classifier Behavior | Nov 18, 2017 | General ClassificationPrediction | —Unverified | 0 |
| Household poverty classification in data-scarce environments: a machine learning approach | Nov 18, 2017 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Large Neural Network Based Detection of Apnea, Bradycardia and Desaturation Events | Nov 17, 2017 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Classification of postoperative surgical site infections from blood measurements with missing data using recurrent neural networks | Nov 17, 2017 | General ClassificationImputation | —Unverified | 0 |
| AI Challenger : A Large-scale Dataset for Going Deeper in Image Understanding | Nov 17, 2017 | AttributeGeneral Classification | CodeCode Available | 0 |
| Superpixels Based Segmentation and SVM Based Classification Method to Distinguish Five Diseases from Normal Regions in Wireless Capsule Endoscopy | Nov 17, 2017 | ClusteringGeneral Classification | —Unverified | 0 |
| Fast Recurrent Fully Convolutional Networks for Direct Perception in Autonomous Driving | Nov 17, 2017 | Autonomous DrivingGeneral Classification | —Unverified | 0 |
| Using KL-divergence to focus Deep Visual Explanation | Nov 17, 2017 | General Classificationimage-classification | —Unverified | 0 |
| Bidirectional deep-readout echo state networks | Nov 17, 2017 | ClassificationDimensionality Reduction | CodeCode Available | 0 |
| Learning SO(3) Equivariant Representations with Spherical CNNs | Nov 17, 2017 | 3D ClassificationData Augmentation | CodeCode Available | 1 |
| Improvements to context based self-supervised learning | Nov 17, 2017 | General ClassificationSelf-Supervised Learning | —Unverified | 0 |
| Thoracic Disease Identification and Localization with Limited Supervision | Nov 17, 2017 | General Classification | CodeCode Available | 0 |
| Multi-Label Zero-Shot Learning with Structured Knowledge Graphs | Nov 17, 2017 | General ClassificationKnowledge Graphs | CodeCode Available | 0 |
| Enhanced Attacks on Defensively Distilled Deep Neural Networks | Nov 16, 2017 | Face RecognitionGeneral Classification | —Unverified | 0 |
| Zero-Shot Learning via Category-Specific Visual-Semantic Mapping | Nov 16, 2017 | General Classificationimage-classification | —Unverified | 0 |
| Global versus Localized Generative Adversarial Nets | Nov 16, 2017 | General Classification | CodeCode Available | 0 |
| On Communication Complexity of Classification Problems | Nov 16, 2017 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Hybrid Approach of Relation Network and Localized Graph Convolutional Filtering for Breast Cancer Subtype Classification | Nov 16, 2017 | ClassificationDeep Learning | —Unverified | 0 |
| CMU LiveMedQA at TREC 2017 LiveQA: A Consumer Health Question Answering System | Nov 15, 2017 | Answer GenerationGeneral Classification | —Unverified | 0 |
| A Fast and Robust TSVM for Pattern Classification | Nov 15, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| A Public Image Database for Benchmark of Plant Seedling Classification Algorithms | Nov 15, 2017 | General Classification | CodeCode Available | 0 |
| Sound Event Detection in Synthetic Audio: Analysis of the DCASE 2016 Task Results | Nov 15, 2017 | Event DetectionGeneral Classification | —Unverified | 0 |
| LIUBoost : Locality Informed Underboosting for Imbalanced Data Classification | Nov 15, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Motif-based Convolutional Neural Network on Graphs | Nov 15, 2017 | General ClassificationNode Classification | CodeCode Available | 0 |
| Spectral-spatial classification of hyperspectral images: three tricks and a new supervised learning setting | Nov 15, 2017 | Data AugmentationGeneral Classification | CodeCode Available | 0 |
| TripletGAN: Training Generative Model with Triplet Loss | Nov 14, 2017 | Face RecognitionGeneral Classification | —Unverified | 0 |
| Saliency-based Sequential Image Attention with Multiset Prediction | Nov 14, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| pyLEMMINGS: Large Margin Multiple Instance Classification and Ranking for Bioinformatics Applications | Nov 14, 2017 | General ClassificationMultiple Instance Learning | —Unverified | 0 |
| Unsupervised patient representations from clinical notes with interpretable classification decisions | Nov 14, 2017 | ClassificationDenoising | —Unverified | 0 |
| On Extending Neural Networks with Loss Ensembles for Text Classification | Nov 14, 2017 | General ClassificationMeta-Learning | —Unverified | 0 |