Representation Learning

Multivariate Convolutional Sparse Coding for Electromagnetic Brain Signals NeurIPS 2018 Multi-View Data Generation Without View Supervision ICLR 2018 Multi-view Models for Political Ideology Detection of News Articles EMNLP 2018 MUSCAT: Multi-Scale Spatio-Temporal Learning with Application to Climate Modeling IJCAI 2018 Music Source Activity Detection and Separation Using Deep Attractor Network Interspeech 2018 Mutual Information Neural Estimation ICML 2018 Natural Language Inference over Interaction Space ICLR 2018 NetGAN: Generating Graphs via Random Walks ICML 2018 Neural Architecture Optimization NeurIPS 2018 Neural Argument Generation Augmented with Externally Retrieved Evidence ACL 2018 Neural Arithmetic Logic Units NeurIPS 2018 Neural Autoregressive Flows ICML 2018 Neural Code Comprehension: A Learnable Representation of Code Semantics NeurIPS 2018 Neural Dynamic Programming for Musical Self Similarity ICML 2018 Neural Edit Operations for Biological Sequences NeurIPS 2018 Neural Error Corrective Language Models for Automatic Speech Recognition Interspeech 2018 Neural Event Extraction from Movies Description NAACL 2018 Neural Framework for Joint Evolution Modeling of User Feedback and Social Links in Dynamic Social Networks IJCAI 2018 Neural Guided Constraint Logic Programming for Program Synthesis NeurIPS 2018 Neural Hidden Markov Model for Machine Translation ACL 2018 Neural Language Modeling by Jointly Learning Syntax and Lexicon ICLR 2018 Neural Latent Extractive Document Summarization EMNLP 2018 Neural Latent Relational Analysis to Capture Lexical Semantic Relations in a Vector Space EMNLP 2018 Neural Math Word Problem Solver with Reinforcement Learning COLING 2018 Neural Maximum Subgraph Parsing for Cross-Domain Semantic Dependency Analysis CoNLL 2018