| Detecting Interrogative Utterances with Recurrent Neural Networks | Nov 3, 2015 | General Classification | —Unverified | 0 |
| Distributed Deep Learning for Question Answering | Nov 3, 2015 | Answer SelectionDeep Learning | —Unverified | 0 |
| The Variational Fair Autoencoder | Nov 3, 2015 | General ClassificationSentiment Analysis | CodeCode Available | 0 |
| SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation | Nov 2, 2015 | Crowd CountingDecoder | CodeCode Available | 1 |
| Toward an Efficient Multi-class Classification in an Open Universe | Nov 2, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Nonconvex Penalization in Sparse Estimation: An Approach Based on the Bernstein Function | Oct 29, 2015 | General Classificationregression | —Unverified | 0 |
| Spiking Deep Networks with LIF Neurons | Oct 29, 2015 | General Classificationimage-classification | CodeCode Available | 0 |
| Feature-Based Diversity Optimization for Problem Instance Classification | Oct 29, 2015 | ClassificationDiversity | —Unverified | 0 |
| Operator-valued Kernels for Learning from Functional Response Data | Oct 28, 2015 | Audio Signal ProcessingGeneral Classification | —Unverified | 0 |
| Blitzkriging: Kronecker-structured Stochastic Gaussian Processes | Oct 27, 2015 | Gaussian ProcessesGeneral Classification | —Unverified | 0 |
| Learning Multi-Domain Convolutional Neural Networks for Visual Tracking | Oct 27, 2015 | Binary ClassificationGeneral Classification | CodeCode Available | 0 |
| Age and Gender Classification using Convolutional Neural Networks | Oct 26, 2015 | Age And Gender ClassificationAge and Gender Estimation | CodeCode Available | 0 |
| Phenotyping of Clinical Time Series with LSTM Recurrent Neural Networks | Oct 26, 2015 | General ClassificationTime Series | —Unverified | 0 |
| Vehicle Color Recognition using Convolutional Neural Network | Oct 26, 2015 | General ClassificationVehicle Color Recognition | CodeCode Available | 0 |
| Seam Puckering Objective Evaluation Method for Sewing Process | Oct 25, 2015 | General Classification | —Unverified | 0 |
| Image Parsing with a Wide Range of Classes and Scene-Level Context | Oct 24, 2015 | General ClassificationImage Retrieval | —Unverified | 0 |
| Generalized Shortest Path Kernel on Graphs | Oct 22, 2015 | General ClassificationGraph Classification | —Unverified | 0 |
| Content adaptive screen image scaling | Oct 21, 2015 | General Classification | —Unverified | 0 |
| What's the point? Frame-wise Pointing Gesture Recognition with Latent-Dynamic Conditional Random Fields | Oct 20, 2015 | General ClassificationGesture Recognition | —Unverified | 0 |
| Robust Semi-Supervised Classification for Multi-Relational Graphs | Oct 19, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Accelerometer based Activity Classification with Variational Inference on Sticky HDP-SLDS | Oct 19, 2015 | General ClassificationTime Series | —Unverified | 0 |
| GraRep: Learning Graph Representations with Global Structural Information | Oct 17, 2015 | ClusteringGeneral Classification | CodeCode Available | 0 |
| Normalization of Relative and Incomplete Temporal Expressions in Clinical Narratives | Oct 16, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Scatter Component Analysis: A Unified Framework for Domain Adaptation and Domain Generalization | Oct 15, 2015 | Domain AdaptationDomain Generalization | —Unverified | 0 |
| Mathematical Foundations for Designing and Development of Intelligent Systems of Information Analysis | Oct 14, 2015 | General ClassificationObject | —Unverified | 0 |
| Inheritance in Object-Oriented Knowledge Representation | Oct 14, 2015 | General ClassificationObject | —Unverified | 0 |
| Improving Back-Propagation by Adding an Adversarial Gradient | Oct 14, 2015 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 |
| The intrinsic value of HFO features as a biomarker of epileptic activity | Oct 13, 2015 | Dimensionality ReductionEEG | —Unverified | 0 |
| A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification | Oct 13, 2015 | General ClassificationSensitivity | CodeCode Available | 0 |
| Interactive multiclass segmentation using superpixel classification | Oct 12, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Neural Networks with Few Multiplications | Oct 11, 2015 | General Classification | CodeCode Available | 0 |
| OmniGraph: Rich Representation and Graph Kernel Learning | Oct 10, 2015 | Feature EngineeringGeneral Classification | —Unverified | 0 |
| Evaluation of Joint Multi-Instance Multi-Label Learning For Breast Cancer Diagnosis | Oct 10, 2015 | Breast Cancer DetectionGeneral Classification | —Unverified | 0 |
| Automatic semantic classification of scientific literature according to the hallmarks of cancer | Oct 9, 2015 | General Classification | —Unverified | 0 |
| Functional Frank-Wolfe Boosting for General Loss Functions | Oct 9, 2015 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| The Knowledge Gradient with Logistic Belief Models for Binary Classification | Oct 8, 2015 | Binary ClassificationClassification | —Unverified | 0 |
| Differential Evolution with Generalized Mutation Operator for Parameters Optimization in Gene Selection for Cancer Classification | Oct 8, 2015 | Cancer ClassificationEvolutionary Algorithms | —Unverified | 0 |
| Harvesting Discriminative Meta Objects with Deep CNN Features for Scene Classification | Oct 6, 2015 | ClusteringGeneral Classification | —Unverified | 0 |
| Improved Estimation of Class Prior Probabilities through Unlabeled Data | Oct 6, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Active Transfer Learning with Zero-Shot Priors: Reusing Past Datasets for Future Tasks | Oct 6, 2015 | Active LearningGeneral Classification | —Unverified | 0 |
| Predicting Daily Activities From Egocentric Images Using Deep Learning | Oct 6, 2015 | ClassificationDeep Learning | —Unverified | 0 |
| Within-Brain Classification for Brain Tumor Segmentation | Oct 5, 2015 | BIG-bench Machine LearningBrain Tumor Segmentation | —Unverified | 0 |
| Relaxed Multiple-Instance SVM with Application to Object Discovery | Oct 5, 2015 | General Classificationimage-classification | —Unverified | 0 |
| Learning in Unlabeled Networks - An Active Learning and Inference Approach | Oct 5, 2015 | Active LearningClassification | —Unverified | 0 |
| Boosting in the presence of outliers: adaptive classification with non-convex loss functions | Oct 5, 2015 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| A Novel Approach to Document Classification using WordNet | Oct 4, 2015 | ClassificationDocument Classification | —Unverified | 0 |
| Cross-convolutional-layer Pooling for Image Recognition | Oct 4, 2015 | General Classificationimage-classification | —Unverified | 0 |
| Client Profiling for an Anti-Money Laundering System | Oct 3, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Online Vision- and Action-Based Object Classification Using Both Symbolic and Subsymbolic Knowledge Representations | Oct 2, 2015 | General ClassificationObject | —Unverified | 0 |
| WHOI-Plankton- A Large Scale Fine Grained Visual Recognition Benchmark Dataset for Plankton Classification | Oct 2, 2015 | ClassificationFine-Grained Visual Recognition | —Unverified | 0 |