Neural Networks

PointGrid: A Deep Network for 3D Shape Understanding CVPR 2018 Pointwise Convolutional Neural Networks CVPR 2018 Political discourse classification in social networks using context sensitive convolutional neural networks ACL 2018 Predicting Arousal and Valence from Waveforms and Spectrograms Using Deep Neural Networks Interspeech 2018 Predicting Floor-Level for 911 Calls with Neural Networks and Smartphone Sensor Data ICLR 2018 Predicting Foreign Language Usage from English-Only Social Media Posts NAACL 2018 Predicting Human Metaphor Paraphrase Judgments with Deep Neural Networks NAACL 2018 Predicting Psychological Health from Childhood Essays with Convolutional Neural Networks for the CLPsych 2018 Shared Task (Team UKNLP) NAACL 2018 Prediction of Cardiac Arrest from Physiological Signals in the Pediatric ICU MLHC 2018 Prediction of Turn-taking Using Multitask Learning with Prediction of Backchannels and Fillers Interspeech 2018 Privacy-preserving Neural Representations of Text EMNLP 2018 Probing sentence embeddings for structure-dependent tense EMNLP 2018 Progressive Growing of GANs for Improved Quality, Stability, and Variation ICLR 2018 PROMT Systems for WMT 2018 Shared Translation Task EMNLP 2018 Punctuation Prediction Model for Conversational Speech Interspeech 2018 Punny Captions: Witty Wordplay in Image Descriptions NAACL 2018 Pyramid Stereo Matching Network CVPR 2018 Quality-Net: An End-to-End Non-intrusive Speech Quality Assessment Model Based on BLSTM Interspeech 2018 Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition Interspeech 2018 Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation NAACL 2018 Question Condensing Networks for Answer Selection in Community Question Answering ACL 2018 Random Decision Syntax Trees at SemEval-2018 Task 3: LSTMs and Sentiment Scores for Irony Detection SemEval 2018 Rational Recurrences EMNLP 2018 Realistic Evaluation of Deep Semi-Supervised Learning Algorithms NeurIPS 2018 Recognition of Echolalic Autistic Child Vocalisations Utilising Convolutional Recurrent Neural Networks Interspeech 2018