Deep Learning

NNEMBs at SemEval-2017 Task 4: Neural Twitter Sentiment Classification: a Simple Ensemble Method with Different Embeddings SemEval 2017 Noise-Blind Image Deblurring CVPR 2017 NRU-HSE at SemEval-2017 Task 4: Tweet Quantification Using Deep Learning Architecture SemEval 2017 On Design of Robust Deep Models for CHiME-4 Multi-Channel Speech Recognition with Multiple Configurations of Array Microphones Interspeech 2017 Open-Domain Neural Dialogue Systems IJCNLP 2017 Overcoming Catastrophic Forgetting by Incremental Moment Matching NeurIPS 2017 Positive-Unlabeled Learning with Non-Negative Risk Estimator NeurIPS 2017 Reducing Mismatch in Training of DNN-Based Glottal Excitation Models in a Statistical Parametric Text-to-Speech System Interspeech 2017 Reflectance Adaptive Filtering Improves Intrinsic Image Estimation CVPR 2017 Removing Rain From Single Images via a Deep Detail Network CVPR 2017 Replay Attack Detection Using DNN for Channel Discrimination Interspeech 2017 Richer Convolutional Features for Edge Detection CVPR 2017 Satirical News Detection and Analysis using Attention Mechanism and Linguistic Features EMNLP 2017 Segment-Level Neural Conditional Random Fields for Named Entity Recognition IJCNLP 2017 Self-Normalizing Neural Networks NeurIPS 2017 Shallow Updates for Deep Reinforcement Learning NeurIPS 2017 Supervised Attention for Sequence-to-Sequence Constituency Parsing IJCNLP 2017 The Reversible Residual Network: Backpropagation Without Storing Activations NeurIPS 2017 The Role of Linguistic and Prosodic Cues on the Prediction of Self-Reported Satisfaction in Contact Centre Phone Calls Interspeech 2017 To Improve the Robustness of LSTM-RNN Acoustic Models Using Higher-Order Feedback from Multiple Histories Interspeech 2017 Towards Neural Machine Translation with Partially Aligned Corpora IJCNLP 2017 Ubernet: Training a Universal Convolutional Neural Network for Low-, Mid-, and High-Level Vision Using Diverse Datasets and Limited Memory CVPR 2017 Vancouver Welcomes You! Minimalist Location Metonymy Resolution ACL 2017 Voice Conversion Using Sequence-to-Sequence Learning of Context Posterior Probabilities Interspeech 2017 Xception: Deep Learning With Depthwise Separable Convolutions CVPR 2017