Deep Learning

DeepCx: A transition-based approach for shallow semantic parsing with complex constructional triggers EMNLP 2018 Deep Learning for Acoustic Echo Cancellation in Noisy and Double-Talk Scenarios Interspeech 2018 Deep Learning Under Privileged Information Using Heteroscedastic Dropout CVPR 2018 Deeply-Supervised CNN Model for Action Recognition with Trainable Feature Aggregation IJCAI 2018 Deep Metric Learning for the Target Cost in Unit-Selection Speech Synthesizer Interspeech 2018 Deep One-Class Classification ICML 2018 Deep State Space Models for Time Series Forecasting NeurIPS 2018 Deep State Space Models for Unconditional Word Generation NeurIPS 2018 Dendritic cortical microcircuits approximate the backpropagation algorithm NeurIPS 2018 Densely Cascaded Shadow Detection Network via Deeply Supervised Parallel Fusion IJCAI 2018 Detecting Code-Switching between Turkish-English Language Pair EMNLP 2018 Detecting Diabetes Risk from Social Media Activity EMNLP 2018 Dilated Convolutional Network with Iterative Optimization for Continuous Sign Language Recognition IJCAI 2018 Disambiguating False-Alarm Hashtag Usages in Tweets for Irony Detection ACL 2018 Disconnected Recurrent Neural Networks for Text Categorization ACL 2018 Distort-and-Recover: Color Enhancement Using Deep Reinforcement Learning CVPR 2018 DR-BiLSTM: Dependent Reading Bidirectional LSTM for Natural Language Inference NAACL 2018 EmoIntens Tracker at SemEval-2018 Task 1: Emotional Intensity Levels in #Tweets SemEval 2018 EmoNLP at IEST 2018: An Ensemble of Deep Learning Models and Gradient Boosting Regression Tree for Implicit Emotion Prediction in Tweets EMNLP 2018 End-to-End Learning of Multi-scale Convolutional Neural Network for Stereo Matching ACML 2018 End-to-End Non-Autoregressive Neural Machine Translation with Connectionist Temporal Classification EMNLP 2018 End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction Interspeech 2018 Ensemble Soft-Margin Softmax Loss for Image Classification IJCAI 2018 Evaluating neural network explanation methods using hybrid documents and morphosyntactic agreement ACL 2018 Evidential Deep Learning to Quantify Classification Uncertainty NeurIPS 2018