Representation Learning

Unsupervised State Representation Learning in Atari NeurIPS 2019 Using a Manifold Vocoder for Spectral Voice and Style Conversion Interspeech 2019 Using Fisher Vector and Bag-of-Audio-Words Representations to Identify Styrian Dialects, Sleepiness, Baby & Orca Sounds Interspeech 2019 Using Grounded Word Representations to Study Theories of Lexical Concepts NAACL 2019 Using Large Corpus N-gram Statistics to Improve Recurrent Neural Language Models NAACL 2019 Using Pairwise Occurrence Information to Improve Knowledge Graph Completion on Large-Scale Datasets EMNLP 2019 Using the Bag-of-Audio-Word Feature Representation of ASR DNN Posteriors for Paralinguistic Classification Interspeech 2019 UTFPR at SemEval-2019 Task 6: Relying on Compositionality to Find Offense SemEval 2019 Utilizing Class Information for Deep Network Representation Shaping AAAI 2019 UW-BHI at MEDIQA 2019: An Analysis of Representation Methods for Medical Natural Language Inference ACL 2019 Variational Autoencoders Pursue PCA Directions (by Accident) CVPR 2019 Variational Autoencoder with Implicit Optimal Priors AAAI 2019 Variational Graph Recurrent Neural Networks NeurIPS 2019 Variational Hierarchical User-based Conversation Model EMNLP 2019 Variational Inference for sparse network reconstruction from count data ICML 2019 Variational Sparse Coding UAI 2019 Variational Temporal Abstraction NeurIPS 2019 Variational Training for Large-Scale Noisy-OR Bayesian Networks UAI 2019 VCWE: Visual Character-Enhanced Word Embeddings NAACL 2019 Vector of Locally Aggregated Embeddings for Text Representation NAACL 2019 VideoMem: Constructing, Analyzing, Predicting Short-Term and Long-Term Video Memorability ICCV 2019 View Inter-Prediction GAN: Unsupervised Representation Learning for 3D Shapes by Learning Global Shape Memories to Support Local View Predictions AAAI 2019 View-LSTM: Novel-View Video Synthesis Through View Decomposition ICCV 2019 View N-Gram Network for 3D Object Retrieval ICCV 2019 VistaNet: Visual Aspect Attention Network for Multimodal Sentiment Analysis AAAI 2019