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weakly supervised learning

1323 papers

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Also known as

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

Weakly Supervised Object Detection With Convex Clustering CVPR 2015
Towards Computational Baby Learning: A Weakly-Supervised Approach for Object Detection ICCV 2015
Learning Where to Position Parts in 3D ICCV 2015
Harvesting Discriminative Meta Objects With Deep CNN Features for Scene Classification ICCV 2015
Deep Learning Face Attributes in the Wild ICCV 2015
Weakly-Supervised Alignment of Video With Text ICCV 2015
Automatically Discovering Local Visual Material Attributes CVPR 2015
Deep Multiple Instance Learning for Image Classification and Auto-Annotation CVPR 2015
MANTRA: Minimum Maximum Latent Structural SVM for Image Classification and Ranking ICCV 2015
DEEP-CARVING: Discovering Visual Attributes by Carving Deep Neural Nets CVPR 2015
The Application of Two-Level Attention Models in Deep Convolutional Neural Network for Fine-Grained Image Classification CVPR 2015
Weakly-supervised Disentangling with Recurrent Transformations for 3D View Synthesis NIPS 2015
Detector Discovery in the Wild: Joint Multiple Instance and Representation Learning CVPR 2015
Constrained Convolutional Neural Networks for Weakly Supervised Segmentation ICCV 2015
Learning to Segment Under Various Forms of Weak Supervision CVPR 2015
Learning with Relaxed Supervision NIPS 2015
BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation ICCV 2015
Convex Formulation for Learning from Positive and Unlabeled Data ICML 2015
Weakly-Supervised Structured Output Learning With Flexible and Latent Graphs Using High-Order Loss Functions ICCV 2015
Confidence-Rated Multiple Instance Boosting for Object Detection CVPR 2014
Analysis of Learning from Positive and Unlabeled Data NIPS 2014
Weakly Supervised Multiclass Video Segmentation CVPR 2014
Multiple Structured-Instance Learning for Semantic Segmentation with Uncertain Training Data CVPR 2014
Multi-fold MIL Training for Weakly Supervised Object Localization CVPR 2014
Optimizing Average Precision using Weakly Supervised Data CVPR 2014