Deep Learning

Joint Training of Cascaded CNN for Face Detection CVPR 2016 Learning Relaxed Deep Supervision for Better Edge Detection CVPR 2016 Multi-level Gated Recurrent Neural Network for dialog act classification COLING 2016 Neural Network Adaptive Beamforming for Robust Multichannel Speech Recognition Interspeech 2016 Object Contour Detection With a Fully Convolutional Encoder-Decoder Network CVPR 2016 Occlusion Boundary Detection via Deep Exploration of Context CVPR 2016 On Stacking Probabilistic Temporal Models with Bidirectional Information Flow PGM 2016 On the Appropriateness of Complex-Valued Neural Networks for Speech Enhancement Interspeech 2016 Phased LSTM: Accelerating Recurrent Network Training for Long or Event-based Sequences NeurIPS 2016 Recurrent Dropout without Memory Loss COLING 2016 Recurrent Models for Auditory Attention in Multi-Microphone Distant Speech Recognition Interspeech 2016 Reducing the Computational Complexity of Multimicrophone Acoustic Models with Integrated Feature Extraction Interspeech 2016 Residual Networks Behave Like Ensembles of Relatively Shallow Networks NeurIPS 2016 RNN-BLSTM Based Multi-Pitch Estimation Interspeech 2016 Segmental Recurrent Neural Networks for End-to-End Speech Recognition Interspeech 2016 Singing Voice Synthesis Based on Deep Neural Networks Interspeech 2016 Speaker-Targeted Audio-Visual Models for Speech Recognition in Cocktail-Party Environments Interspeech 2016 Speech Enhancement for a Noise-Robust Text-to-Speech Synthesis System Using Deep Recurrent Neural Networks Interspeech 2016 Stereo Matching by Training a Convolutional Neural Network to Compare Image Patches JMLR 2016 Stochastic Multiple Choice Learning for Training Diverse Deep Ensembles NeurIPS 2016 Swapout: Learning an ensemble of deep architectures NeurIPS 2016 Syntactic realization with data-driven neural tree grammars COLING 2016 Training Deep Neural Networks via Direct Loss Minimization ICML 2016 Universal Approximation Results for the Temporal Restricted Boltzmann Machine and the Recurrent Temporal Restricted Boltzmann Machine JMLR 2016 Unrestricted Vocabulary Keyword Spotting Using LSTM-CTC Interspeech 2016