Representation Learning

Hyperbolic Graph Neural Networks NeurIPS 2019 Hypergraph Induced Convolutional Manifold Networks IJCAI 2019 Hypergraph Neural Networks AAAI 2019 Hyperspherical Prototype Networks NeurIPS 2019 iComposer: An Automatic Songwriting System for Chinese Popular Music NAACL 2019 Identifiability of Generalized Hypergeometric Distribution (GHD) Directed Acyclic Graphical Models AISTATS 2019 Identifying Supporting Facts for Multi-hop Question Answering with Document Graph Networks EMNLP 2019 Identifying Temporal Trends Based on Perplexity and Clustering: Are We Looking at Language Change? ACL 2019 iDev: Enhancing Social Coding Security by Cross-platform User Identification Between GitHub and Stack Overflow IJCAI 2019 Im2Pencil: Controllable Pencil Illustration From Photographs CVPR 2019 Image Aesthetic Assessment Assisted by Attributes through Adversarial Learning AAAI 2019 Image Saliency Prediction in Transformed Domain: A Deep Complex Neural Network Method AAAI 2019 Image Synthesis with a Convolutional Capsule Generative Adversarial Network MIDL 2019 Image-To-Image Translation via Group-Wise Deep Whitening-And-Coloring Transformation CVPR 2019 Imitating Latent Policies from Observation ICML 2019 Implanting Rational Knowledge into Distributed Representation at Morpheme Level AAAI 2019 Implicit Deep Latent Variable Models for Text Generation EMNLP 2019 Implicit Kernel Learning AISTATS 2019 Improved Dynamic Graph Learning through Fault-Tolerant Sparsification ICML 2019 Improved Generalization of Arabic Text Classifiers ACL 2019 Improved Road Connectivity by Joint Learning of Orientation and Segmentation CVPR 2019 Improved Speech Separation with Time-and-Frequency Cross-Domain Joint Embedding and Clustering Interspeech 2019 Improving Chemical Named Entity Recognition in Patents with Contextualized Word Embeddings ACL 2019 Improving Dialogue State Tracking by Discerning the Relevant Context NAACL 2019 Improving Distantly-supervised Entity Typing with Compact Latent Space Clustering NAACL 2019