Distributed Private Online Learning for Social Big Data Computing over Data Center Networks. Adaptive Neuron Apoptosis for Accelerating Deep Learning on Large Scale Systems. Comparing Human-Centric and Robot-Centric Sampling for Robot Deep Learning from Demonstrations. Desiderata for Vector-Space Word Representations. Fully Convolutional Recurrent …

Stacked Autoencoders for Medical Image Search. Unsupervised Non Linear Dimensionality Reduction Machine Learning methods applied to Multiparametric MRI in cerebral ischemia: Preliminary Results. Visual Relationship Detection with Language Priors. Optimizing Top Precision Performance Measure of Content-Based Image Retrieval by Learning Similarity Fu …

A strengthening of rational closure in DLs: reasoning about multiple aspects. Generative Adversarial Nets from a Density Ratio Estimation Perspective. Parametric Exponential Linear Unit for Deep Convolutional Neural Networks. Deeply Aggregated Alternating Minimization for Image Restoration. Pose from Action: Unsupervised Learning of Pose Features b …

Bayesian Nonparametric Models for Synchronous Brain-Computer Interfaces. Regularization for Unsupervised Deep Neural Nets. Recurrent Exponential-Family Harmoniums without Backprop-Through-Time. Unsupervised Clustering of Commercial Domains for Adaptive Machine Translation. Reliable Attribute-Based Object Recognition Using High Predictive Value Clas …

Multi-task Learning with Weak Class Labels: Leveraging iEEG to Detect Cortical Lesions in Cryptogenic Epilepsy. Unsupervised Ranking Model for Entity Coreference Resolution. Kernel Selection using Multiple Kernel Learning and Domain Adaptation in Reproducing Kernel Hilbert Space, for Face Recognition under Surveillance Scenario. Pursuits in Structu …

Convolutional Recurrent Neural Networks for Music Classification. Recurrent Dropout without Memory Loss. Geometric deep learning on graphs and manifolds using mixture model CNNs. Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization. An Efficient Character-Level Neural Machine Translation. NIPS 2016 Tutorial: Generative Adversaria …

Neural Combinatorial Optimization with Reinforcement Learning. Deep Learning and Its Applications to Machine Health Monitoring: A Survey. Local Subspace-Based Outlier Detection using Global Neighbourhoods. Modeling cognitive deficits following neurodegenerative diseases and traumatic brain injuries with deep convolutional neural networks. SIFT Meet …

Cognitive Deep Machine Can Train Itself. TODIM and TOPSIS with Z-numbers. A General Framework for Density Based Time Series Clustering Exploiting a Novel Admissible Pruning Strategy. Deep Learning with Sets and Point Clouds. Optimized clothes segmentation to boost gender classification in unconstrained scenarios. Kernel Bandwidth Selection for SVDD …

A Growing Long-term Episodic & Semantic Memory. Co-Occuring Directions Sketching for Approximate Matrix Multiply. A Closed Form Solution to Multi-View Low-Rank Regression. From quantum foundations via natural language meaning to a theory of everything. Semantic Parsing with Semi-Supervised Sequential Autoencoders. Generating Binary Tags for Fast Me …

Evaluation of Protein Structural Models Using Random Forests. Detecting and Extracting Events from Text Documents. Property-driven State-Space Coarsening for Continuous Time Markov Chains. Average-case Hardness of RIP Certification. Convolutional Tables Ensemble: classification in microseconds. Learning Robust Video Synchronization without Annotati …

Image Colorization Using a Deep Convolutional Neural Network. PetroSurf3D - A Dataset for high-resolution 3D Surface Segmentation. Iterative Refinement for Machine Translation. Direct Visual Odometry using Bit-Planes. Filter based Taxonomy Modification for Improving Hierarchical Classification. Texture and Color-based Image Retrieval Using the Loca …

A Distribution-based Model to Learn Bilingual Word Embeddings. Towards Broad-coverage Meaning Representation: The Case of Comparison Structures. Neural Embedding Language Models in Semantic Clustering of Web Search Results. Filtering Wiktionary Triangles by Linear Mbetween Distributed Word Models. Cross-validating Image Description Datasets and Eva …