Weakly Supervised Learning

Posterior-regularized REINFORCE for Instance Selection in Distant Supervision NAACL 2019 Predicting Discourse Structure using Distant Supervision from Sentiment EMNLP 2019 Predicting the Politics of an Image Using Webly Supervised Data NeurIPS 2019 Predicting the Visual Focus of Attention in Multi-Person Discussion Videos IJCAI 2019 Prediction of Mild Cognitive Impairment Conversion Using Auxiliary Information IJCAI 2019 Presence-Only Geographical Priors for Fine-Grained Image Classification ICCV 2019 Prior-Aware Neural Network for Partially-Supervised Multi-Organ Segmentation ICCV 2019 Probabilistic End-To-End Noise Correction for Learning With Noisy Labels CVPR 2019 Prototype Propagation Networks (PPN) for Weakly-supervised Few-shot Learning on Category Graph IJCAI 2019 Reinforcement-based denoising of distantly supervised NER with partial annotation EMNLP 2019 RepNet: Weakly Supervised Training of an Adversarial Reprojection Network for 3D Human Pose Estimation CVPR 2019 Reporting the Unreported: Event Extraction for Analyzing the Local Representation of Hate Crimes EMNLP 2019 Rethinking Attribute Representation and Injection for Sentiment Classification EMNLP 2019 Revisiting Low-Resource Neural Machine Translation: A Case Study ACL 2019 Robust Bayesian and Light Neural Networks for Voice Spoofing Detection Interspeech 2019 Robust Inference via Generative Classifiers for Handling Noisy Labels ICML 2019 Robust Ordinal Embedding from Contaminated Relative Comparisons AAAI 2019 Robust Zero-Shot Cross-Domain Slot Filling with Example Values ACL 2019 Safeguarded Dynamic Label Regression for Noisy Supervision AAAI 2019 Sample Efficient Imitation Learning for Continuous Control ICLR 2019 Sampling Techniques for Large-Scale Object Detection From Sparsely Annotated Objects CVPR 2019 Scalable Methods for Annotating Legal-Decision Corpora NAACL 2019 Scene Graph Prediction With Limited Labels ICCV 2019 Search-Guided, Lightly-Supervised Training of Structured Prediction Energy Networks NeurIPS 2019 Segregated Temporal Assembly Recurrent Networks for Weakly Supervised Multiple Action Detection AAAI 2019