Neural Networks

Unsupervised Deep Auditory Model Using Stack of Convolutional RBMs for Speech Recognition Interspeech 2016 Unsupervised Domain Adaptation with Residual Transfer Networks NeurIPS 2016 User Classification with Multiple Textual Perspectives COLING 2016 Using Fast Weights to Attend to the Recent Past NeurIPS 2016 Using Text and Acoustic Features in Predicting Glottal Excitation Waveforms for Parametric Speech Synthesis with Recurrent Neural Networks Interspeech 2016 UTCNN: a Deep Learning Model of Stance Classification on Social Media Text COLING 2016 Video Paragraph Captioning Using Hierarchical Recurrent Neural Networks CVPR 2016 Visual Question Answering with Question Representation Update (QRU) NeurIPS 2016 Voice Conversion Based on Trajectory Model Training of Neural Networks Considering Global Variance Interspeech 2016 Volumetric and Multi-View CNNs for Object Classification on 3D Data CVPR 2016 Weighted Neural Bag-of-n-grams Model: New Baselines for Text Classification COLING 2016 WELDON: Weakly Supervised Learning of Deep Convolutional Neural Networks CVPR 2016 What Makes Word-level Neural Machine Translation Hard: A Case Study on English-German Translation COLING 2016 What Value Do Explicit High Level Concepts Have in Vision to Language Problems? CVPR 2016 Why do ASR Systems Despite Neural Nets Still Depend on Robust Features Interspeech 2016 Word Embeddings and Convolutional Neural Network for Arabic Sentiment Classification COLING 2016 Word-Phrase-Entity Recurrent Neural Networks for Language Modeling Interspeech 2016 Zara: A Virtual Interactive Dialogue System Incorporating Emotion, Sentiment and Personality Recognition COLING 2016 3D Deep Shape Descriptor CVPR 2015 3D ShapeNets: A Deep Representation for Volumetric Shapes CVPR 2015 A Data-Driven Metric for Comprehensive Evaluation of Saliency Models ICCV 2015 Aggregating Local Deep Features for Image Retrieval ICCV 2015 A la Carte – Learning Fast Kernels AISTATS 2015 An Empirical Exploration of Recurrent Network Architectures ICML 2015 An Exploration of Parameter Redundancy in Deep Networks With Circulant Projections ICCV 2015