Techniques

Advances in Very Deep Convolutional Neural Networks for LVCSR Interspeech 2016 A New Pre-Training Method for Training Deep Learning Models with Application to Spoken Language Understanding Interspeech 2016 A Novel Discriminative Score Calibration Method for Keyword Search Interspeech 2016 Attention-Based Convolutional Neural Network for Semantic Relation Extraction COLING 2016 Attention to Scale: Scale-Aware Semantic Image Segmentation CVPR 2016 Audio-Visual Speech Recognition Using Bimodal-Trained Bottleneck Features for a Person with Severe Hearing Loss Interspeech 2016 Automatic Labelling of Topics with Neural Embeddings COLING 2016 Bank of Weight Filters for Deep CNNs ACML 2016 Binarized Neural Networks NeurIPS 2016 Can Active Memory Replace Attention? NeurIPS 2016 CNNpack: Packing Convolutional Neural Networks in the Frequency Domain NeurIPS 2016 Comparative Deep Learning of Hybrid Representations for Image Recommendations CVPR 2016 Complex Linear Projection (CLP): A Discriminative Approach to Joint Feature Extraction and Acoustic Modeling Interspeech 2016 Context-Sensitive and Role-Dependent Spoken Language Understanding Using Bidirectional and Attention LSTMs Interspeech 2016 Convolutional Neural Fabrics NeurIPS 2016 Convolutional Rectifier Networks as Generalized Tensor Decompositions ICML 2016 Deep Convolutional Neural Networks with Layer-Wise Context Expansion and Attention Interspeech 2016 DeepFashion: Powering Robust Clothes Recognition and Retrieval With Rich Annotations CVPR 2016 Deep SimNets CVPR 2016 Deep Submodular Functions: Definitions and Learning NeurIPS 2016 Discrete Deep Feature Extraction: A Theory and New Architectures ICML 2016 Doubly Convolutional Neural Networks NeurIPS 2016 Dropout distillation ICML 2016 Dynamic Capacity Networks ICML 2016 Efficient Training of Very Deep Neural Networks for Supervised Hashing CVPR 2016