| DIEGOLab: An Approach for Message-level Sentiment Classification in Twitter | Jun 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Computational Exploration to Linguistic Structures of Future: Classification and Categorization | Jun 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| ActivityNet: A Large-Scale Video Benchmark for Human Activity Understanding | Jun 1, 2015 | Action DetectionAction Recognition | CodeCode Available | 0 |
| Deep Multiple Instance Learning for Image Classification and Auto-Annotation | Jun 1, 2015 | ClassificationDeep Learning | —Unverified | 0 |
| Classification and Acquisition of Contradictory Event Pairs using Crowdsourcing | Jun 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Fast and Flexible Convolutional Sparse Coding | Jun 1, 2015 | General Classification | —Unverified | 0 |
| Learning to Answer Questions From Image Using Convolutional Neural Network | Jun 1, 2015 | General ClassificationQuestion Answering | —Unverified | 0 |
| Distributional Representations of Words for Short Text Classification | Jun 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| From Dictionary of Visual Words to Subspaces: Locality-Constrained Affine Subspace Coding | Jun 1, 2015 | General Classificationimage-classification | —Unverified | 0 |
| Learning From Massive Noisy Labeled Data for Image Classification | Jun 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| From Categories to Subcategories: Large-Scale Image Classification With Partial Class Label Refinement | Jun 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Classification d'entit\'es nomm\'ees de type film | Jun 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| AMBRA: A Ranking Approach to Temporal Text Classification | Jun 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Integrating Parametric and Non-Parametric Models For Scene Labeling | Jun 1, 2015 | General ClassificationMetric Learning | —Unverified | 0 |
| Classification de texte enrichie \`a l'aide de motifs s\'equentiels | Jun 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Caract\'eriser les discours acad\'emiques et de vulgarisation : quelles propri\'et\'es ? | Jun 1, 2015 | ArticlesGeneral Classification | —Unverified | 0 |
| Hyper-Class Augmented and Regularized Deep Learning for Fine-Grained Image Classification | Jun 1, 2015 | Fine-Grained Image ClassificationGeneral Classification | —Unverified | 0 |
| From Argumentation Mining to Stance Classification | Jun 1, 2015 | Abstract ArgumentationClassification | —Unverified | 0 |
| Collective Document Classification with Implicit Inter-document Semantic Relationships | Jun 1, 2015 | ClassificationDocument Classification | —Unverified | 0 |
| Automatic Classification of the ``De'' Word Usage for Chinese as a Foreign Language | Jun 1, 2015 | General Classification | —Unverified | 0 |
| Active Learning for Structured Probabilistic Models With Histogram Approximation | Jun 1, 2015 | Active LearningGeneral Classification | —Unverified | 0 |
| A Novel Locally Linear KNN Model for Visual Recognition | Jun 1, 2015 | Action RecognitionDensity Estimation | —Unverified | 0 |
| Hardware Compliant Approximate Image Codes | Jun 1, 2015 | Computational EfficiencyGeneral Classification | —Unverified | 0 |
| HITSZ-ICRC: Exploiting Classification Approach for Answer Selection in Community Question Answering | Jun 1, 2015 | Answer SelectionCommunity Question Answering | —Unverified | 0 |
| IOA: Improving SVM Based Sentiment Classification Through Post Processing | Jun 1, 2015 | ClassificationFeature Engineering | —Unverified | 0 |
| Learning Coarse-to-Fine Sparselets for Efficient Object Detection and Scene Classification | Jun 1, 2015 | General Classificationobject-detection | —Unverified | 0 |
| CURL: Co-trained Unsupervised Representation Learning for Image Classification | May 29, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Learning with Symmetric Label Noise: The Importance of Being Unhinged | May 28, 2015 | Binary ClassificationClassification | —Unverified | 0 |
| An Empirical Evaluation of Current Convolutional Architectures' Ability to Manage Nuisance Location and Scale Variability | May 26, 2015 | General Classification | —Unverified | 0 |
| Belief Flows of Robust Online Learning | May 26, 2015 | General Classificationregression | —Unverified | 0 |
| Accelerating Very Deep Convolutional Networks for Classification and Detection | May 26, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Large-scale Machine Learning for Metagenomics Sequence Classification | May 26, 2015 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Optimizing Non-decomposable Performance Measures: A Tale of Two Classes | May 26, 2015 | General ClassificationVocal Bursts Valence Prediction | —Unverified | 0 |
| Using Dimension Reduction to Improve the Classification of High-dimensional Data | May 26, 2015 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| Times series averaging from a probabilistic interpretation of time-elastic kernel | May 26, 2015 | ClusteringDynamic Time Warping | —Unverified | 0 |
| Electre Tri-Machine Learning Approach to the Record Linkage Problem | May 25, 2015 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Diffusion Methods for Classification with Pairwise Relationships | May 22, 2015 | Binary ClassificationClassification | —Unverified | 0 |
| Efficient Large Scale Video Classification | May 22, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| On the relation between accuracy and fairness in binary classification | May 21, 2015 | Binary ClassificationClassification | —Unverified | 0 |
| Multi-scale recognition with DAG-CNNs | May 20, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Fuzzy Least Squares Twin Support Vector Machines | May 20, 2015 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Benchmarking KAZE and MCM for Multiclass Classification | May 20, 2015 | BenchmarkingClassification | —Unverified | 0 |
| Knowlege Graph Embedding by Flexible Translation | May 20, 2015 | General ClassificationGraph Embedding | —Unverified | 0 |
| Barcode Annotations for Medical Image Retrieval: A Preliminary Investigation | May 19, 2015 | General ClassificationImage Retrieval | CodeCode Available | 0 |
| oASIS: Adaptive Column Sampling for Kernel Matrix Approximation | May 19, 2015 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Ensemble of Example-Dependent Cost-Sensitive Decision Trees | May 18, 2015 | Fraud DetectionGeneral Classification | —Unverified | 0 |
| Joint Representation Classification for Collective Face Recognition | May 18, 2015 | ClassificationFace Recognition | —Unverified | 0 |
| Improved Microaneurysm Detection using Deep Neural Networks | May 17, 2015 | General Classification | —Unverified | 0 |
| Consistent Algorithms for Multiclass Classification with a Reject Option | May 15, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| A Real Time Facial Expression Classification System Using Local Binary Patterns | May 15, 2015 | Emotion RecognitionFace Detection | —Unverified | 0 |