| Real-Time Document Image Classification using Deep CNN and Extreme Learning Machines | Nov 3, 2017 | ClassificationDeep Learning | —Unverified | 0 |
| ReBNet: Residual Binarized Neural Network | Nov 3, 2017 | BinarizationGeneral Classification | CodeCode Available | 0 |
| Sleep Stage Classification Based on Multi-level Feature Learning and Recurrent Neural Networks via Wearable Device | Nov 2, 2017 | Automatic Sleep Stage ClassificationGeneral Classification | —Unverified | 0 |
| Candidates vs. Noises Estimation for Large Multi-Class Classification Problem | Nov 2, 2017 | General ClassificationMulti-class Classification | —Unverified | 0 |
| Channel masking for multivariate time series shapelets | Nov 2, 2017 | General ClassificationTime Series | —Unverified | 0 |
| Development and validation of a novel dementia of Alzheimer's type (DAT) score based on metabolism FDG-PET imaging | Nov 2, 2017 | General Classification | —Unverified | 0 |
| The Achievement of Higher Flexibility in Multiple Choice-based Tests Using Image Classification Techniques | Nov 2, 2017 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Oversampling for Imbalanced Learning Based on K-Means and SMOTE | Nov 2, 2017 | ClassificationClustering | CodeCode Available | 0 |
| Data Augmentation in Emotion Classification Using Generative Adversarial Networks | Nov 2, 2017 | ClassificationData Augmentation | —Unverified | 0 |
| A Classification-Based Study of Covariate Shift in GAN Distributions | Nov 2, 2017 | ClassificationDiversity | —Unverified | 0 |
| Automatic Categorization of Tagalog Documents Using Support Vector Machines | Nov 1, 2017 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Stylometric Studies based on Tone and Word Length Motifs | Nov 1, 2017 | General ClassificationText Classification | —Unverified | 0 |
| Utilizing Visual Forms of Japanese Characters for Neural Review Classification | Nov 1, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Leveraging Auxiliary Tasks for Document-Level Cross-Domain Sentiment Classification | Nov 1, 2017 | ClassificationDenoising | —Unverified | 0 |
| Using Explicit Discourse Connectives in Translation for Implicit Discourse Relation Classification | Nov 1, 2017 | General ClassificationImplicit Discourse Relation Classification | —Unverified | 0 |
| MTNA: A Neural Multi-task Model for Aspect Category Classification and Aspect Term Extraction On Restaurant Reviews | Nov 1, 2017 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Sentence Modeling with Deep Neural Architecture using Lexicon and Character Attention Mechanism for Sentiment Classification | Nov 1, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Inference is Everything: Recasting Semantic Resources into a Unified Evaluation Framework | Nov 1, 2017 | General ClassificationImage Captioning | —Unverified | 0 |
| Demographic Word Embeddings for Racism Detection on Twitter | Nov 1, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Identifying Usage Expression Sentences in Consumer Product Reviews | Nov 1, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Cascading Multiway Attentions for Document-level Sentiment Classification | Nov 1, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Combining Lightly-Supervised Text Classification Models for Accurate Contextual Advertising | Nov 1, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| A Telecom-Domain Online Customer Service Assistant Based on Question Answering with Word Embedding and Intent Classification | Nov 1, 2017 | General ClassificationInformation Retrieval | —Unverified | 0 |
| An Ensemble Method with Sentiment Features and Clustering Support | Nov 1, 2017 | ClusteringDeep Learning | —Unverified | 0 |
| Enhancing Drug-Drug Interaction Classification with Corpus-level Feature and Classifier Ensemble | Nov 1, 2017 | ClassificationFeature Engineering | —Unverified | 0 |
| Incorporating Dependency Trees Improve Identification of Pregnant Women on Social Media Platforms | Nov 1, 2017 | General Classification | —Unverified | 0 |
| Using a Recurrent Neural Network Model for Classification of Tweets Conveyed Influenza-related Information | Nov 1, 2017 | General Classificationvalid | —Unverified | 0 |
| Tensor Valued Common and Individual Feature Extraction: Multi-dimensional Perspective | Nov 1, 2017 | General ClassificationMulti-class Classification | —Unverified | 0 |
| Secure Classification With Augmented Features | Nov 1, 2017 | ClassificationDiagnostic | —Unverified | 0 |
| Hierarchical Representations for Efficient Architecture Search | Nov 1, 2017 | General Classificationimage-classification | CodeCode Available | 0 |
| Calibration for Stratified Classification Models | Oct 31, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Tumor Classification and Segmentation of MR Brain Images | Oct 31, 2017 | ClassificationDiagnostic | —Unverified | 0 |
| Rate-optimal Meta Learning of Classification Error | Oct 31, 2017 | ClassificationDensity Estimation | —Unverified | 0 |
| Countering Adversarial Images using Input Transformations | Oct 31, 2017 | Adversarial DefenseGeneral Classification | CodeCode Available | 0 |
| Conditional Variance Penalties and Domain Shift Robustness | Oct 31, 2017 | General Classificationimage-classification | CodeCode Available | 0 |
| DART: Distribution Aware Retinal Transform for Event-based Cameras | Oct 30, 2017 | Event-based visionGeneral Classification | —Unverified | 0 |
| Empirical analysis of non-linear activation functions for Deep Neural Networks in classification tasks | Oct 30, 2017 | General Classification | —Unverified | 0 |
| A Connection between Feed-Forward Neural Networks and Probabilistic Graphical Models | Oct 30, 2017 | General ClassificationImage Segmentation | —Unverified | 0 |
| Evolving Deep Convolutional Neural Networks for Image Classification | Oct 30, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Fast Linear Model for Knowledge Graph Embeddings | Oct 30, 2017 | General ClassificationKnowledge Base Completion | CodeCode Available | 0 |
| Prototype Matching Networks for Large-Scale Multi-label Genomic Sequence Classification | Oct 30, 2017 | General ClassificationMulti-Label Classification | —Unverified | 0 |
| Computational Social Choice and Computational Complexity: BFFs? | Oct 30, 2017 | General Classification | —Unverified | 0 |
| Rough extreme learning machine: a new classification method based on uncertainty measure | Oct 30, 2017 | AttributeGeneral Classification | —Unverified | 0 |
| A Supervised STDP-based Training Algorithm for Living Neural Networks | Oct 30, 2017 | BIG-bench Machine LearningDrug Discovery | —Unverified | 0 |
| A Study on Topological Descriptors for the Analysis of 3D Surface Texture | Oct 29, 2017 | General Classification | —Unverified | 0 |
| Kernel Graph Convolutional Neural Networks | Oct 29, 2017 | General ClassificationGraph Classification | CodeCode Available | 0 |
| A Bayesian Data Augmentation Approach for Learning Deep Models | Oct 29, 2017 | Data AugmentationGeneral Classification | CodeCode Available | 0 |
| Regularization approaches for support vector machines with applications to biomedical data | Oct 29, 2017 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Training Probabilistic Spiking Neural Networks with First-to-spike Decoding | Oct 29, 2017 | ClassificationEarly Classification | CodeCode Available | 0 |
| Automatic Differentiation in PyTorch | Oct 28, 2017 | ClusteringCPU | CodeCode Available | 0 |