Weakly Supervised Learning

Weakly Supervised Learning for Attribute Localization in Outdoor Scenes CVPR 2013 Weakly Supervised Learning of Image Partitioning Using Decision Trees with Structured Split Criteria ICCV 2013 Weakly Supervised Learning of Mid-Level Features with Beta-Bernoulli Process Restricted Boltzmann Machines CVPR 2013 A Conditional Multinomial Mixture Model for Superset Label Learning NeurIPS 2012 Dynamical And-Or Graph Learning for Object Shape Modeling and Detection NeurIPS 2012 Imitation Learning by Coaching NeurIPS 2012 Learning from the Wisdom of Crowds by Minimax Entropy NeurIPS 2012 Learning from Weak Teachers AISTATS 2012 Mandatory Leaf Node Prediction in Hierarchical Multilabel Classification NeurIPS 2012 Maximum Margin Temporal Clustering AISTATS 2012 More Is Better: Large Scale Partially-supervised Sentiment Classification ACML 2012 Multi-Instance Learning with Any Hypothesis Class JMLR 2012 Pointwise Tracking the Optimal Regression Function NeurIPS 2012 Proper losses for learning from partial labels NeurIPS 2012 Learning from Partial Labels JMLR 2011 Maximum Margin Multi-Instance Learning NeurIPS 2011 Multiple Instance Filtering NeurIPS 2011 Multiple Instance Learning on Structured Data NeurIPS 2011 Ranking annotators for crowdsourced labeling tasks NeurIPS 2011 Unsupervised Supervised Learning II: Margin-Based Classification without Labels AISTATS 2011 Unsupervised Supervised Learning II: Margin-Based Classification Without Labels JMLR 2011 A Discriminative Latent Model of Image Region and Object Tag Correspondence NeurIPS 2010 A Reduction from Apprenticeship Learning to Classification NeurIPS 2010 A Theory of Multiclass Boosting NeurIPS 2010 Avoiding False Positive in Multi-Instance Learning NeurIPS 2010