Self-Supervised Learning

Graph-Structured Visual Imitation CoRL 2019 Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling NAACL 2019 Hashtag Recommendation for Photo Sharing Services AAAI 2019 HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization ACL 2019 Hierarchical Reinforcement Learning via Advantage-Weighted Information Maximization ICLR 2019 Hierarchical RL Using an Ensemble of Proprioceptive Periodic Policies ICLR 2019 High-Fidelity Image Generation With Fewer Labels ICML 2019 High-Quality Self-Supervised Deep Image Denoising NeurIPS 2019 HiGRU: Hierarchical Gated Recurrent Units for Utterance-Level Emotion Recognition NAACL 2019 How Many Users Are Enough? Exploring Semi-Supervision and Stylometric Features to Uncover a Russian Troll Farm EMNLP 2019 How to Write Summaries with Patterns? Learning towards Abstractive Summarization through Prototype Editing EMNLP 2019 Hyperspectral Image Reconstruction Using Deep External and Internal Learning ICCV 2019 Identifying Supporting Facts for Multi-hop Question Answering with Document Graph Networks EMNLP 2019 Identifying Visible Actions in Lifestyle Vlogs ACL 2019 Identity From Here, Pose From There: Self-Supervised Disentanglement and Generation of Objects Using Unlabeled Videos ICCV 2019 Im2Pencil: Controllable Pencil Illustration From Photographs CVPR 2019 Image Block Augmentation for One-Shot 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 with Multi-Path Consistency Regularization IJCAI 2019 Imitation Learning from Observation AAAI 2019 Improving Action Localization by Progressive Cross-Stream Cooperation CVPR 2019 Improving Few-Shot User-Specific Gaze Adaptation via Gaze Redirection Synthesis CVPR 2019 Improving Generative Visual Dialog by Answering Diverse Questions EMNLP 2019 Improving Machine Reading Comprehension with General Reading Strategies NAACL 2019