Weakly Supervised Learning

Neural Text Simplification in Low-Resource Conditions Using Weak Supervision NAACL 2019 NLNL: Negative Learning for Noisy Labels ICCV 2019 Nonsense!: Quality Control via Two-Step Reason Selection for Annotating Local Acceptability and Related Attributes in News Editorials EMNLP 2019 Not All Frames Are Equal: Weakly-Supervised Video Grounding With Contextual Similarity and Visual Clustering Losses CVPR 2019 O2U-Net: A Simple Noisy Label Detection Approach for Deep Neural Networks ICCV 2019 Object-Aware Instance Labeling for Weakly Supervised Object Detection ICCV 2019 Object Counting and Instance Segmentation With Image-Level Supervision CVPR 2019 On Exploring Undetermined Relationships for Visual Relationship Detection CVPR 2019 On-Policy Robot Imitation Learning from a Converging Supervisor CoRL 2019 On the Design of Estimators for Bandit Off-Policy Evaluation ICML 2019 On the Estimation of Treatment Effect with Text Covariates IJCAI 2019 Optimal Minimal Margin Maximization with Boosting ICML 2019 Optimizing Interactive Systems with Data-Driven Objectives IJCAI 2019 ORCA: A Matlab/Octave Toolbox for Ordinal Regression JMLR 2019 Partial Label Learning by Semantic Difference Maximization IJCAI 2019 Partial Label Learning via Label Enhancement AAAI 2019 Partial Label Learning with Self-Guided Retraining AAAI 2019 Partial Label Learning with Unlabeled Data IJCAI 2019 Partial Multi-Label Learning by Low-Rank and Sparse Decomposition AAAI 2019 Pedestrian Attribute Recognition by Joint Visual-semantic Reasoning and Knowledge Distillation IJCAI 2019 Personal Context Recognition via Skeptical Learning IJCAI 2019 Personalized Peer Truth Serum for Eliciting Multi-Attribute Personal Data UAI 2019 Phrase Localization Without Paired Training Examples ICCV 2019 PI-Bully: Personalized Cyberbullying Detection with Peer Influence IJCAI 2019 Positive and Unlabeled Learning with Label Disambiguation IJCAI 2019