Associative Memory using Dictionary Learning and Expander Decoding. Spatio-Temporal Sentiment Hotspot Detection Using Geotagged Photos. A Comparison between Deep Neural Nets and Kernel Acoustic Models for Speech Recognition. Importance Sampling for Minibatches. Domain Transfer Multi-Instance Dictionary Learning. Learning Semantic Part-Based Models …

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 …

Bayesian selection for the l2-Potts model regularization parameter: 1D piecewise constant signal denoising. Hierarchical learning for DNN-based acoustic scene classification. Demographic Dialectal Variation in Social Media: A Case Study of African-American English. Robustness of classifiers: from adversarial to random noise. DROW: Real-Time Deep Le …

#HashtagWars: Learning a Sense of Humor. World Knowledge as Indirect Supervision for Document Clustering. A symbolic algebra for the computation of expected utilities in multiplicative influence diagrams. Image Decomposition Using a Robust Regression Approach. Learning Joint Representations of Videos and Sentences with Web Image Search. Neural Beli …

Neural Machine Translation with Supervised Attention. Channel Equalization Using Multilayer Perceptron Networks. On Some Properties of Calibrated Trifocal Tensors. Efficient Summarization with Read-Again and Copy Mechanism. A Step from Probabilistic Programming to Cognitive Architectures. Complexity of Discrete Energy Minimization Problems. Learnin …

SHEF-Multimodal: Grounding Machine Translation on Images. Learning Semantic Relatedness in Community Question Answering Using Neural Models. A Search-Based Dynamic Reranking Model for Dependency Parsing. The COPLE2 corpus: a learner corpus for Portuguese. iLab-Edinburgh at SemEval-2016 Task 7: A Hybrid Approach for Determining Sentiment Intensity o …

Consistent Word Segmentation, Part-of-Speech Tagging and Dependency Labelling Annotation for Chinese Language. Splitting compounds with ngrams. Using phone features to improve dialogue state tracking generalisation to unseen states. LVCSR System on a Hybrid GPU-CPU Embedded Platform for Real-Time Dialog Applications. Unravelling Names of Fictional …