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weakly supervised learning

1323 papers

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Also known as

WS WSL

Co-occurring keywords

semantic segmentation (3179) object detection (2759) weakly-supervised learning (245) convolutional neural network (4216) multiple instance learning (218) video understanding (1647) text classification (6776) weak supervision (288) contrastive learning (3979) transfer learning (5442)

Papers

Semantic Transform: Weakly Supervised Semantic Inference for Relating Visual Attributes ICCV 2013
Visual Reranking through Weakly Supervised Multi-graph Learning ICCV 2013
\proptoSVM for Learning with Label Proportions ICML 2013
Learning to Detect Partially Overlapping Instances CVPR 2013
Weakly Supervised Learning of Mid-Level Features with Beta-Bernoulli Process Restricted Boltzmann Machines CVPR 2013
More Is Better: Large Scale Partially-supervised Sentiment Classification ACML 2012
Proper losses for learning from partial labels NIPS 2012
A Conditional Multinomial Mixture Model for Superset Label Learning NIPS 2012
Learning from Partial Labels JMLR 2011
Multiple Instance Learning on Structured Data NIPS 2011
Generalized Expectation Criteria for Semi-Supervised Learning with Weakly Labeled Data JMLR 2010
Multiclass-Multilabel Classification with More Classes than Examples AISTATS 2010
Reducing Label Complexity by Learning From Bags AISTATS 2010
Learning From Crowds JMLR 2010
Avoiding False Positive in Multi-Instance Learning NIPS 2010
Simultaneous Object Detection and Ranking with Weak Supervision NIPS 2010
Learning from Candidate Labeling Sets NIPS 2010
Posterior Regularization for Structured Latent Variable Models JMLR 2010
Estimating Labels from Label Proportions JMLR 2009
Multi-Level Active Prediction of Useful Image Annotations for Recognition NIPS 2008
Learning Visual Attributes NIPS 2007
Multi-Instance Multi-Label Learning with Application to Scene Classification NIPS 2006
Image Categorization by Learning and Reasoning with Regions JMLR 2004