Neural Networks

Aspect Based Sentiment Analysis with Gated Convolutional Networks ACL 2018 A Spline Theory of Deep Learning ICML 2018 Assessing the Scalability of Biologically-Motivated Deep Learning Algorithms and Architectures NeurIPS 2018 A Stable and Effective Learning Strategy for Trainable Greedy Decoding EMNLP 2018 A Statistical Recurrent Model on the Manifold of Symmetric Positive Definite Matrices NeurIPS 2018 A Survey on Recent Advances in Named Entity Recognition from Deep Learning models COLING 2018 A Tree-based Decoder for Neural Machine Translation EMNLP 2018 Attending Sentences to detect Satirical Fake News COLING 2018 Attentional ShapeContextNet for Point Cloud Recognition CVPR 2018 Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction EMNLP 2018 Attention-based Sequence Classification for Affect Detection Interspeech 2018 Attention Focusing for Neural Machine Translation by Bridging Source and Target Embeddings ACL 2018 Attention in Convolutional LSTM for Gesture Recognition NeurIPS 2018 Attentive Fashion Grammar Network for Fashion Landmark Detection and Clothing Category Classification CVPR 2018 Attentive Statistics Pooling for Deep Speaker Embedding Interspeech 2018 A Twofold Siamese Network for Real-Time Object Tracking CVPR 2018 Atypical Inputs in Educational Applications NAACL 2018 Auditory Filterbank Learning Using ConvRBM for Infant Cry Classification Interspeech 2018 Augmenting Textual Qualitative Features in Deep Convolution Recurrent Neural Network for Automatic Essay Scoring ACL 2018 A Unified Framework for the Generation of Glottal Signals in Deep Learning-based Parametric Speech Synthesis Systems Interspeech 2018 A Unified Neural Network Model for Geolocating Twitter Users CoNLL 2018 A Unified RvNN Framework for End-to-End Chinese Discourse Parsing COLING 2018 A Unified Syntax-aware Framework for Semantic Role Labeling EMNLP 2018 A Unified View of Piecewise Linear Neural Network Verification NeurIPS 2018 Auto-Conditioned Recurrent Networks for Extended Complex Human Motion Synthesis ICLR 2018