Deep Learning

Deal or No Deal? End-to-End Learning of Negotiation Dialogues EMNLP 2017 Decoupling "when to update" from "how to update" NeurIPS 2017 Deep Crisp Boundaries CVPR 2017 Deeper Attention to Abusive User Content Moderation EMNLP 2017 DeepFM: A Factorization-Machine based Neural Network for CTR Prediction IJCAI 2017 Deep Image Matting CVPR 2017 Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model NeurIPS 2017 Deep Learning in Lexical Analysis and Parsing IJCNLP 2017 Deep Learning on Lie Groups for Skeleton-Based Action Recognition CVPR 2017 Deep Multi-Scale Convolutional Neural Network for Dynamic Scene Deblurring CVPR 2017 Deep Multitask Learning for Semantic Dependency Parsing ACL 2017 Deep Neural Solver for Math Word Problems EMNLP 2017 Deep Semantic Role Labeling: What Works and What’s Next ACL 2017 Detecting Overlapped Speech on Short Timeframes Using Deep Learning Interspeech 2017 Differentiable Scheduled Sampling for Credit Assignment ACL 2017 Direct Modelling of Magnitude and Phase Spectra for Statistical Parametric Speech Synthesis Interspeech 2017 Effects of Training Data Variety in Generating Glottal Pulses from Acoustic Features with DNNs Interspeech 2017 Emotional Voice Conversion with Adaptive Scales F0 Based on Wavelet Transform Using Limited Amount of Emotional Data Interspeech 2017 End-to-End Deep Learning Framework for Speech Paralinguistics Detection Based on Perception Aware Spectrum Interspeech 2017 Evaluation of a Silent Speech Interface Based on Magnetic Sensing and Deep Learning for a Phonetically Rich Vocabulary Interspeech 2017 Exploiting Cross-Sentence Context for Neural Machine Translation EMNLP 2017 Exploring Neural Text Simplification Models ACL 2017 Failures of Gradient-Based Deep Learning ICML 2017 Generation of Large-Scale Simulated Utterances in Virtual Rooms to Train Deep-Neural Networks for Far-Field Speech Recognition in Google Home Interspeech 2017 Globally Normalized Reader EMNLP 2017