| Neighborhood Sensitive Mapping for Zero-Shot Classification using Independently Learned Semantic Embeddings | May 26, 2016 | General Classificationzero-shot-classification | —Unverified | 0 |
| Action Classification via Concepts and Attributes | May 25, 2016 | Action ClassificationAction Recognition | —Unverified | 0 |
| Efficient Distributed Learning with Sparsity | May 25, 2016 | General Classificationregression | —Unverified | 0 |
| Improving energy efficiency and classification accuracy of neuromorphic chips by learning binary synaptic crossbars | May 25, 2016 | General ClassificationGPU | —Unverified | 0 |
| Combining Recurrent and Convolutional Neural Networks for Relation Classification | May 24, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Semi-Supervised Classification Based on Classification from Positive and Unlabeled Data | May 23, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| openXBOW - Introducing the Passau Open-Source Crossmodal Bag-of-Words Toolkit | May 22, 2016 | Document ClassificationEmotion Recognition | CodeCode Available | 0 |
| Factored Temporal Sigmoid Belief Networks for Sequence Learning | May 22, 2016 | General Classification | —Unverified | 0 |
| Bending the Curve: Improving the ROC Curve Through Error Redistribution | May 21, 2016 | General ClassificationMeta-Learning | —Unverified | 0 |
| Fine-to-coarse Knowledge Transfer For Low-Res Image Classification | May 21, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Fine-Grained Classification of Pedestrians in Video: Benchmark and State of the Art | May 20, 2016 | BenchmarkingGeneral Classification | —Unverified | 0 |
| Fast Randomized Semi-Supervised Clustering | May 20, 2016 | ClusteringGeneral Classification | —Unverified | 0 |
| Automatic TM Cleaning through MT and POS Tagging: Autodesk's Submission to the NLP4TM 2016 Shared Task | May 19, 2016 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Declarative Machine Learning - A Classification of Basic Properties and Types | May 19, 2016 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| On the Sampling Strategy for Evaluation of Spectral-spatial Methods in Hyperspectral Image Classification | May 19, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| On the Evaluation of Dialogue Systems with Next Utterance Classification | May 18, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Supervised Learning with Quantum-Inspired Tensor Networks | May 18, 2016 | General ClassificationTensor Networks | CodeCode Available | 0 |
| Are Facial Attributes Adversarially Robust? | May 18, 2016 | AttributeAttribute Extraction | —Unverified | 0 |
| Automatic Classification of Irregularly Sampled Time Series with Unequal Lengths: A Case Study on Estimated Glomerular Filtration Rate | May 17, 2016 | General ClassificationGPR | —Unverified | 0 |
| Incremental Robot Learning of New Objects with Fixed Update Time | May 17, 2016 | Active LearningGeneral Classification | CodeCode Available | 0 |
| Biologically Inspired Radio Signal Feature Extraction with Sparse Denoising Autoencoders | May 17, 2016 | ClassificationDenoising | —Unverified | 0 |
| Enhanced Twitter Sentiment Classification Using Contextual Information | May 17, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Yelp Dataset Challenge: Review Rating Prediction | May 17, 2016 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| On the boosting ability of top-down decision tree learning algorithm for multiclass classification | May 17, 2016 | General Classification | —Unverified | 0 |
| Multimodal Sparse Coding for Event Detection | May 17, 2016 | ClassificationEvent Detection | —Unverified | 0 |
| Tweet Acts: A Speech Act Classifier for Twitter | May 17, 2016 | General ClassificationMulti-class Classification | —Unverified | 0 |
| Recurrent Neural Network for Text Classification with Multi-Task Learning | May 17, 2016 | ClassificationEmotion Recognition in Conversation | —Unverified | 0 |
| Real-time Eye Gaze Direction Classification Using Convolutional Neural Network | May 17, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Reducing the Model Order of Deep Neural Networks Using Information Theory | May 16, 2016 | General ClassificationNetwork Pruning | —Unverified | 0 |
| Classification of Big Data with Application to Imaging Genetics | May 16, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Rationale-Augmented Convolutional Neural Networks for Text Classification | May 14, 2016 | ClassificationGeneral Classification | CodeCode Available | 0 |
| EEF: Exponentially Embedded Families with Class-Specific Features for Classification | May 11, 2016 | Classificationfeature selection | —Unverified | 0 |
| Image-level Classification in Hyperspectral Images using Feature Descriptors, with Application to Face Recognition | May 11, 2016 | ClassificationFace Recognition | —Unverified | 0 |
| MUST-CNN: A Multilayer Shift-and-Stitch Deep Convolutional Architecture for Sequence-based Protein Structure Prediction | May 10, 2016 | General Classificationimage-classification | CodeCode Available | 0 |
| Road Detection through Supervised Classification | May 10, 2016 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Theano: A Python framework for fast computation of mathematical expressions | May 9, 2016 | BIG-bench Machine LearningClustering | CodeCode Available | 0 |
| A Theoretical Analysis of Deep Neural Networks for Texture Classification | May 9, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Image Classification of Grapevine Buds using Scale-Invariant Features Transform, Bag of Features and Support Vector Machines | May 9, 2016 | General Classificationimage-classification | —Unverified | 0 |
| Estimating Depth from Monocular Images as Classification Using Deep Fully Convolutional Residual Networks | May 8, 2016 | Depth EstimationGeneral Classification | —Unverified | 0 |
| All Weather Perception: Joint Data Association, Tracking, and Classification for Autonomous Ground Vehicles | May 7, 2016 | AllClassification | —Unverified | 0 |
| On Image segmentation using Fractional Gradients-Learning Model Parameters using Approximate Marginal Inference | May 7, 2016 | Edge DetectionGeneral Classification | CodeCode Available | 0 |
| Modeling Rich Contexts for Sentiment Classification with LSTM | May 5, 2016 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Stance and Sentiment in Tweets | May 5, 2016 | General ClassificationStance Classification | —Unverified | 0 |
| Classification of Human Whole-Body Motion using Hidden Markov Models | May 5, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Accelerating Deep Learning with Shrinkage and Recall | May 4, 2016 | Deep LearningGeneral Classification | —Unverified | 0 |
| Mining Discriminative Triplets of Patches for Fine-Grained Classification | May 4, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Phase 2: DCL System Using Deep Learning Approaches for Land-based or Ship-based Real-Time Recognition and Localization of Marine Mammals - Machine Learning Detection Algorithms | May 3, 2016 | General Classification | —Unverified | 0 |
| Radio Transformer Networks: Attention Models for Learning to Synchronize in Wireless Systems | May 3, 2016 | General Classification | —Unverified | 0 |
| VLSI Extreme Learning Machine: A Design Space Exploration | May 3, 2016 | General Classification | —Unverified | 0 |
| Spatially Aware Dictionary Learning and Coding for Fossil Pollen Identification | May 3, 2016 | Dictionary LearningGeneral Classification | —Unverified | 0 |