Deep Learning

A Novel Research to Artificial Bandwidth Extension Based on Deep BLSTM Recurrent Neural Networks and Exemplar-Based Sparse Representation Interspeech 2016 Anticipating Visual Representations From Unlabeled Video CVPR 2016 An Unsupervised Multi-Document Summarization Framework Based on Neural Document Model COLING 2016 A Powerful Generative Model Using Random Weights for the Deep Image Representation NeurIPS 2016 A Probabilistic Framework for Deep Learning NeurIPS 2016 A Random Matrix Approach to Echo-State Neural Networks ICML 2016 Architectural Complexity Measures of Recurrent Neural Networks NeurIPS 2016 Articulatory Feature Extraction Using CTC to Build Articulatory Classifiers Without Forced Frame Alignments for Speech Recognition Interspeech 2016 Articulatory-to-Acoustic Conversion with Cascaded Prediction of Spectral and Excitation Features Using Neural Networks Interspeech 2016 Artificial Neural Network-Based Feature Combination for Spatial Voice Activity Detection Interspeech 2016 A Simple Practical Accelerated Method for Finite Sums NeurIPS 2016 ASP Vision: Optically Computing the First Layer of Convolutional Neural Networks Using Angle Sensitive Pixels CVPR 2016 Assessing Speech Quality in Speech-Aware Hearing Aids Based on Phoneme Posteriorgrams Interspeech 2016 Associative Long Short-Term Memory ICML 2016 A Step Beyond Local Observations with a Dialog Aware Bidirectional GRU Network for Spoken Language Understanding Interspeech 2016 Asynchronous Parallel Learning for Neural Networks and Structured Models with Dense Features COLING 2016 A Task-Oriented Approach for Cost-Sensitive Recognition CVPR 2016 A Text Detection System for Natural Scenes With Convolutional Feature Learning and Cascaded Classification CVPR 2016 A Theoretically Grounded Application of Dropout in Recurrent Neural Networks NeurIPS 2016 A Theory of Generative ConvNet ICML 2016 Attend, Infer, Repeat: Fast Scene Understanding with Generative Models NeurIPS 2016 Attending to Characters in Neural Sequence Labeling Models COLING 2016 Attention Assisted Discovery of Sub-Utterance Structure in Speech Emotion Recognition Interspeech 2016 Attention-Based Convolutional Neural Network for Semantic Relation Extraction COLING 2016 Attention-Based Convolutional Neural Networks for Sentence Classification Interspeech 2016