| Hardware-Software Codesign of Accurate, Multiplier-free Deep Neural Networks | May 11, 2017 | General Classification | —Unverified | 0 |
| A Feature Embedding Strategy for High-level CNN representations from Multiple ConvNets | May 11, 2017 | Action ClassificationClassification | —Unverified | 0 |
| Object-Level Context Modeling For Scene Classification with Context-CNN | May 11, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Net2Vec: Deep Learning for the Network | May 10, 2017 | Deep LearningGeneral Classification | —Unverified | 0 |
| Context-aware stacked convolutional neural networks for classification of breast carcinomas in whole-slide histopathology images | May 10, 2017 | Binary ClassificationClassification | —Unverified | 0 |
| DeepTingle | May 9, 2017 | General ClassificationTranslation | —Unverified | 0 |
| Skin lesion detection based on an ensemble of deep convolutional neural network | May 9, 2017 | General ClassificationLesion Detection | —Unverified | 0 |
| Drug-drug Interaction Extraction via Recurrent Neural Network with Multiple Attention Layers | May 9, 2017 | Deep LearningDrug–drug Interaction Extraction | —Unverified | 0 |
| Relevance-based Word Embedding | May 9, 2017 | General ClassificationInformation Retrieval | —Unverified | 0 |
| Automatic Recognition of Mammal Genera on Camera-Trap Images using Multi-Layer Robust Principal Component Analysis and Mixture Neural Networks | May 8, 2017 | General Classification | —Unverified | 0 |
| Cross-label Suppression: A Discriminative and Fast Dictionary Learning with Group Regularization | May 8, 2017 | ClassificationComputational Efficiency | —Unverified | 0 |
| A Design Methodology for Efficient Implementation of Deconvolutional Neural Networks on an FPGA | May 7, 2017 | CPUDenoising | CodeCode Available | 0 |
| TrajectoryNet: An Embedded GPS Trajectory Representation for Point-based Classification Using Recurrent Neural Networks | May 7, 2017 | General Classification | —Unverified | 0 |
| Classification and Representation via Separable Subspaces: Performance Limits and Algorithms | May 7, 2017 | ClassificationDictionary Learning | —Unverified | 0 |
| Deep Patch Learning for Weakly Supervised Object Classification and Discovery | May 6, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| A Study and Comparison of Human and Deep Learning Recognition Performance Under Visual Distortions | May 6, 2017 | General Classification | —Unverified | 0 |
| Sparse Representation-based Open Set Recognition | May 6, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases | May 5, 2017 | General Classificationimage-classification | CodeCode Available | 1 |
| DeepCorrect: Correcting DNN models against Image Distortions | May 5, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Cross-lingual Distillation for Text Classification | May 5, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| From Zero-shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis | May 4, 2017 | General ClassificationObject Recognition | —Unverified | 0 |
| Senti17 at SemEval-2017 Task 4: Ten Convolutional Neural Network Voters for Tweet Polarity Classification | May 4, 2017 | General ClassificationWord Embeddings | —Unverified | 0 |
| Learning with Confident Examples: Rank Pruning for Robust Classification with Noisy Labels | May 4, 2017 | Binary ClassificationGeneral Classification | CodeCode Available | 0 |
| Marine Animal Classification with Correntropy Loss Based Multi-view Learning | May 3, 2017 | General ClassificationMULTI-VIEW LEARNING | —Unverified | 0 |
| On the effectiveness of feature set augmentation using clusters of word embeddings | May 3, 2017 | ClassificationFeature Engineering | —Unverified | 0 |
| Amobee at SemEval-2017 Task 4: Deep Learning System for Sentiment Detection on Twitter | May 3, 2017 | General Classificationregression | —Unverified | 0 |
| Pointed subspace approach to incomplete data | May 2, 2017 | Dimensionality ReductionGeneral Classification | —Unverified | 0 |
| One-Class Semi-Supervised Learning: Detecting Linearly Separable Class by its Mean | May 2, 2017 | General ClassificationOne-Class Classification | —Unverified | 0 |
| Deep Learning for Tumor Classification in Imaging Mass Spectrometry | May 2, 2017 | ClassificationDeep Learning | —Unverified | 0 |
| Broadband DOA estimation using Convolutional neural networks trained with noise signals | May 2, 2017 | General Classification | CodeCode Available | 0 |
| Data Collection from Persons with Mild Forms of Cognitive Impairment and Healthy Controls - Infrastructure for Classification and Prediction of Dementia | May 1, 2017 | General Classification | —Unverified | 0 |
| Regularizing Model Complexity and Label Structure for Multi-Label Text Classification | May 1, 2017 | General ClassificationMulti Label Text Classification | CodeCode Available | 0 |
| Towards well-specified semi-supervised model-based classifiers via structural adaptation | May 1, 2017 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Hyperspectral Image Classification with Markov Random Fields and a Convolutional Neural Network | May 1, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Discriminative Nonlinear Analysis Operator Learning: When Cosparse Model Meets Image Classification | Apr 30, 2017 | ClassificationDictionary Learning | —Unverified | 0 |
| Scalable Twin Neural Networks for Classification of Unbalanced Data | Apr 30, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Active Collaborative Ensemble Tracking | Apr 28, 2017 | DiversityGeneral Classification | —Unverified | 0 |
| Deep Multi-view Models for Glitch Classification | Apr 28, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| A Tribe Competition-Based Genetic Algorithm for Feature Selection in Pattern Classification | Apr 28, 2017 | Evolutionary Algorithmsfeature selection | —Unverified | 0 |
| A Survey of Neural Network Techniques for Feature Extraction from Text | Apr 27, 2017 | General Classificationtext-classification | —Unverified | 0 |
| A Network Perspective on Stratification of Multi-Label Data | Apr 27, 2017 | ClassificationCommunity Detection | —Unverified | 0 |
| Prediction of Daytime Hypoglycemic Events Using Continuous Glucose Monitoring Data and Classification Technique | Apr 27, 2017 | General ClassificationPrediction | —Unverified | 0 |
| On Using Active Learning and Self-Training when Mining Performance Discussions on Stack Overflow | Apr 26, 2017 | Active LearningGeneral Classification | —Unverified | 0 |
| A Generalization of Convolutional Neural Networks to Graph-Structured Data | Apr 26, 2017 | General Classificationregression | CodeCode Available | 0 |
| Konzept für Bildanalysen in Hochdurchsatz-Systemen am Beispiel des Zebrabärblings | Apr 26, 2017 | General Classification | —Unverified | 0 |
| Deep Text Classification Can be Fooled | Apr 26, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Introspective Generative Modeling: Decide Discriminatively | Apr 25, 2017 | General Classification | —Unverified | 0 |
| FWDA: a Fast Wishart Discriminant Analysis with its Application to Electronic Health Records Data Classification | Apr 25, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Some Like it Hoax: Automated Fake News Detection in Social Networks | Apr 25, 2017 | Fake News DetectionGeneral Classification | CodeCode Available | 0 |
| Skeleton-based Action Recognition with Convolutional Neural Networks | Apr 25, 2017 | Action ClassificationAction Detection | CodeCode Available | 1 |