Neural Networks

UNetGAN: A Robust Speech Enhancement Approach in Time Domain for Extremely Low Signal-to-Noise Ratio Condition Interspeech 2019 UNH at SemEval-2019 Task 12: Toponym Resolution in Scientific Papers SemEval 2019 Unidirectional Neural Network Architectures for End-to-End Automatic Speech Recognition Interspeech 2019 Unified Language-Independent DNN-Based G2P Converter Interspeech 2019 Universal Approximation of Input-Output Maps by Temporal Convolutional Nets NeurIPS 2019 Universal Approximation Property and Equivalence of Stochastic Computing-Based Neural Networks and Binary Neural Networks AAAI 2019 Universality and individuality in neural dynamics across large populations of recurrent networks NeurIPS 2019 Universal Statistics of Fisher Information in Deep Neural Networks: Mean Field Approach AISTATS 2019 Unprocessing Images for Learned Raw Denoising CVPR 2019 Unsupervised Deep Learning by Neighbourhood Discovery ICML 2019 Unsupervised Deep Structured Semantic Models for Commonsense Reasoning NAACL 2019 Unsupervised Learning Helps Supervised Neural Word Segmentation AAAI 2019 Unsupervised Out-of-Distribution Detection by Maximum Classifier Discrepancy ICCV 2019 Unsupervised Singing Voice Conversion Interspeech 2019 Untangling in Invariant Speech Recognition NeurIPS 2019 Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input NeurIPS 2019 USF at SemEval-2019 Task 6: Offensive Language Detection Using LSTM With Word Embeddings SemEval 2019 Using Large Corpus N-gram Statistics to Improve Recurrent Neural Language Models NAACL 2019 Using Machine Learning and Deep Learning Methods to Find Mentions of Adverse Drug Reactions in Social Media ACL 2019 Using Pairwise Occurrence Information to Improve Knowledge Graph Completion on Large-Scale Datasets EMNLP 2019 Using Snomed to recognize and index chemical and drug mentions. EMNLP 2019 Using Structured Representation and Data: A Hybrid Model for Negation and Sentiment in Customer Service Conversations NAACL 2019 Using the Bag-of-Audio-Word Feature Representation of ASR DNN Posteriors for Paralinguistic Classification Interspeech 2019 UTFPR at SemEval-2019 Task 5: Hate Speech Identification with Recurrent Neural Networks SemEval 2019 UTFPR at SemEval-2019 Task 6: Relying on Compositionality to Find Offense SemEval 2019