Representation Learning

Joint Domain Alignment and Discriminative Feature Learning for Unsupervised Deep Domain Adaptation AAAI 2019 Joint Representation and Estimator Learning for Facial Action Unit Intensity Estimation CVPR 2019 Kernel-Based Approaches for Sequence Modeling: Connections to Neural Methods NeurIPS 2019 Knowledge Aware Conversation Generation with Explainable Reasoning over Augmented Graphs EMNLP 2019 Knowledge Enhanced Contextual Word Representations EMNLP 2019 L3-Net: Towards Learning Based LiDAR Localization for Autonomous Driving CVPR 2019 Language Modeling with Shared Grammar ACL 2019 Large Scale Adversarial Representation Learning NeurIPS 2019 Large-Scale Heterogeneous Feature Embedding AAAI 2019 Large-Scale Visual Relationship Understanding AAAI 2019 Latent Structure Models for Natural Language Processing ACL 2019 Latent Variable Sentiment Grammar ACL 2019 Learnability for the Information Bottleneck UAI 2019 Learning Action Representations for Reinforcement Learning ICML 2019 Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs ACL 2019 Learning Bilingual Sentence Embeddings via Autoencoding and Computing Similarities with a Multilayer Perceptron ACL 2019 Learning Compressed Sentence Representations for On-Device Text Processing ACL 2019 Learning Data Manipulation for Augmentation and Weighting NeurIPS 2019 Learning Deep Transformer Models for Machine Translation ACL 2019 Learning Disentangled Representation for Robust Person Re-identification NeurIPS 2019 Learning Disentangled Representations for Recommendation NeurIPS 2019 Learning Disentangled Representation with Pairwise Independence AAAI 2019 Learning Document Embeddings with Crossword Prediction AAAI 2019 Learning elementary structures for 3D shape generation and matching NeurIPS 2019 Learning Explicit and Implicit Structures for Targeted Sentiment Analysis EMNLP 2019