Multi-Instance Learning

Visual Recognition by Counting Instances: A Multi-Instance Cardinality Potential Kernel CVPR 2015 Multi-fold MIL Training for Weakly Supervised Object Localization CVPR 2014 Action Recognition with Actons ICCV 2013 Convex Adversarial Collective Classification ICML 2013 How Related Exemplars Help Complex Event Detection in Web Videos? ICCV 2013 MILEAGE: Multiple Instance LEArning with Global Embedding ICML 2013 Key Instance Detection in Multi-Instance Learning ACML 2012 Learning to Discover Social Circles in Ego Networks NeurIPS 2012 Maximum Margin Multi-Instance Learning NeurIPS 2011 Multiple Instance Filtering NeurIPS 2011 Multiple Instance Learning on Structured Data NeurIPS 2011 Avoiding False Positive in Multi-Instance Learning NeurIPS 2010 Convex Multiple-Instance Learning by Estimating Likelihood Ratio NeurIPS 2010 Learning from Candidate Labeling Sets NeurIPS 2010 Reducing Label Complexity by Learning From Bags AISTATS 2010 Multi-Level Active Prediction of Useful Image Annotations for Recognition NeurIPS 2008 Multiple-Instance Active Learning NeurIPS 2007 Multiple-Instance Pruning For Learning Efficient Cascade Detectors NeurIPS 2007 Multi-Instance Multi-Label Learning with Application to Scene Classification NeurIPS 2006 Multiple Instance Learning for Computer Aided Diagnosis NeurIPS 2006 Machine Learning Methods for Predicting Failures in Hard Drives: A Multiple-Instance Application JMLR 2005