Representation Learning

FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation From a Single Image CVPR 2019 f-Similarity Preservation Loss for Soft Labels: A Demonstration on Cross-Corpus Speech Emotion Recognition AAAI 2019 Fully Automatic Video Colorization With Self-Regularization and Diversity CVPR 2019 G2C: A Generator-to-Classifier Framework Integrating Multi-Stained Visual Cues for Pathological Glomerulus Classification AAAI 2019 Gait Recognition via Disentangled Representation Learning CVPR 2019 Gaussian Process Latent Variable Alignment Learning AISTATS 2019 Gaussian Transformer: A Lightweight Approach for Natural Language Inference AAAI 2019 GCAN: Graph Convolutional Adversarial Network for Unsupervised Domain Adaptation CVPR 2019 GCN-Sem at SemEval-2019 Task 1: Semantic Parsing using Graph Convolutional and Recurrent Neural Networks SemEval 2019 GDPP: Learning Diverse Generations using Determinantal Point Processes ICML 2019 GECOR: An End-to-End Generative Ellipsis and Co-reference Resolution Model for Task-Oriented Dialogue EMNLP 2019 Gender-preserving Debiasing for Pre-trained Word Embeddings ACL 2019 Gender Stereotypes Differ between Male and Female Writings ACL 2019 General E(2)-Equivariant Steerable CNNs NeurIPS 2019 Generalize Across Tasks: Efficient Algorithms for Linear Representation Learning ALT 2019 Generalized Block-Diagonal Structure Pursuit: Learning Soft Latent Task Assignment against Negative Transfer NeurIPS 2019 Generalized Boltzmann Machine with Deep Neural Structure AISTATS 2019 Generalized Majorization-Minimization ICML 2019 Generalized Matrix Means for Semi-Supervised Learning with Multilayer Graphs NeurIPS 2019 Generating Diverse Story Continuations with Controllable Semantics EMNLP 2019 Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models NAACL 2019 Generating Logical Forms from Graph Representations of Text and Entities ACL 2019 Generating Multiple Diverse Responses for Short-Text Conversation AAAI 2019 Generating Multiple Diverse Responses with Multi-Mapping and Posterior Mapping Selection IJCAI 2019 Generating Personalized Recipes from Historical User Preferences EMNLP 2019