Neural Networks

Asynchronous Parallel Learning for Neural Networks and Structured Models with Dense Features COLING 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 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 Audio-to-Visual Speech Conversion Using Deep Neural Networks Interspeech 2016 Audio-Visual Speech Recognition Using Bimodal-Trained Bottleneck Features for a Person with Severe Hearing Loss Interspeech 2016 Augmenting Supervised Neural Networks with Unsupervised Objectives for Large-scale Image Classification ICML 2016 Automated Screening of Speech Development Issues in Children by Identifying Phonological Error Patterns Interspeech 2016 Automatic Classification of Lexical Stress in English and Arabic Languages Using Deep Learning Interspeech 2016 Automatic Labelling of Topics with Neural Embeddings COLING 2016 Automatic Measurement of Voice Onset Time and Prevoicing Using Recurrent Neural Networks Interspeech 2016 Automatic Neuron Detection in Calcium Imaging Data Using Convolutional Networks NeurIPS 2016 Automatic Paragraph Segmentation with Lexical and Prosodic Features Interspeech 2016 Automating Carotid Intima-Media Thickness Video Interpretation With Convolutional Neural Networks CVPR 2016 Backprop KF: Learning Discriminative Deterministic State Estimators NeurIPS 2016 Bank of Weight Filters for Deep CNNs ACML 2016 Behavioral Coding of Therapist Language in Addiction Counseling Using Recurrent Neural Networks Interspeech 2016 benefits of depth in neural networks COLT 2016 Bidirectional Recurrent Neural Network with Attention Mechanism for Punctuation Restoration Interspeech 2016 Bottom-Up and Top-Down Reasoning With Hierarchical Rectified Gaussians CVPR 2016 Bounding the Search Space for Global Optimization of Neural Networks Learning Error: An Interval Analysis Approach JMLR 2016 Capturing Pragmatic Knowledge in Article Usage Prediction using LSTMs COLING 2016