Representation Learning

Learning Personalized Modular Network Guided by Structured Knowledge CVPR 2019 Learning Phenotypes and Dynamic Patient Representations via RNN Regularized Collective Non-Negative Tensor Factorization AAAI 2019 Learning Problem-Agnostic Speech Representations from Multiple Self-Supervised Tasks Interspeech 2019 Learning Programmatic Idioms for Scalable Semantic Parsing EMNLP 2019 Learning Propagation for Arbitrarily-Structured Data ICCV 2019 Learning protein sequence embeddings using information from structure ICLR 2019 Learning rates for Gaussian mixtures under group action COLT 2019 Learning Relational Representations by Analogy using Hierarchical Siamese Networks NAACL 2019 Learning Relational Representations with Auto-encoding Logic Programs IJCAI 2019 Learning Relationships for Multi-View 3D Object Recognition ICCV 2019 Learning Representation Mapping for Relation Detection in Knowledge Base Question Answering ACL 2019 Learning Representations by Maximizing Mutual Information Across Views NeurIPS 2019 Learning Representations for Time Series Clustering NeurIPS 2019 Learning Representations from Imperfect Time Series Data via Tensor Rank Regularization ACL 2019 Learning Representations in Model-Free Hierarchical Reinforcement Learning AAAI 2019 Learning Representations of Persistence Barcodes JMLR 2019 Learning Resolution-Invariant Deep Representations for Person Re-Identification AAAI 2019 Learning Robust Facial Landmark Detection via Hierarchical Structured Ensemble ICCV 2019 Learning Semantic Annotations for Tabular Data IJCAI 2019 Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs EMNLP 2019 Learning Sparse Distributions using Iterative Hard Thresholding NeurIPS 2019 Learning sparse relational transition models ICLR 2019 Learning Spatial Common Sense With Geometry-Aware Recurrent Networks CVPR 2019 Learning Spatio-Temporal Representation With Local and Global Diffusion CVPR 2019 Learning Speaker Representations with Mutual Information Interspeech 2019