Representation Learning

Generalizing Point Embeddings using the Wasserstein Space of Elliptical Distributions NeurIPS 2018 Generalizing Tree Probability Estimation via Bayesian Networks NeurIPS 2018 Generalizing Word Embeddings using Bag of Subwords EMNLP 2018 General Utterance-Level Feature Extraction for Classifying Crying Sounds, Atypical & Self-Assessed Affect and Heart Beats Interspeech 2018 Generating Continuous Representations of Medical Texts NAACL 2018 Generating Informative Responses with Controlled Sentence Function ACL 2018 Generating More Interesting Responses in Neural Conversation Models with Distributional Constraints EMNLP 2018 Generating Thematic Chinese Poetry using Conditional Variational Autoencoders with Hybrid Decoders IJCAI 2018 Generative Adversarial Image Synthesis With Decision Tree Latent Controller CVPR 2018 Generative Neural Machine Translation NeurIPS 2018 Genre Identification and the Compositional Effect of Genre in Literature COLING 2018 GenSense: A Generalized Sense Retrofitting Model COLING 2018 GeoMAN: Multi-level Attention Networks for Geo-sensory Time Series Prediction IJCAI 2018 Geometric Enclosing Networks IJCAI 2018 Geometry-Aware Deep Network for Single-Image Novel View Synthesis CVPR 2018 Geometry Based Data Generation NeurIPS 2018 German and French Neural Supertagging Experiments for LTAG Parsing ACL 2018 GHH at SemEval-2018 Task 10: Discovering Discriminative Attributes in Distributional Semantics SemEval 2018 GHHT at CALCS 2018: Named Entity Recognition for Dialectal Arabic Using Neural Networks ACL 2018 GILBO: One Metric to Measure Them All NeurIPS 2018 Global Attention for Name Tagging CoNLL 2018 Global Versus Localized Generative Adversarial Nets CVPR 2018 GLoMo: Unsupervised Learning of Transferable Relational Graphs NeurIPS 2018 GNEG: Graph-Based Negative Sampling for word2vec ACL 2018 Good View Hunting: Learning Photo Composition From Dense View Pairs CVPR 2018