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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

Real Time Image Saliency for Black Box Classifiers NIPS 2017
Weakly Supervised Cross-Lingual Named Entity Recognition via Effective Annotation and Representation Projection ACL 2017
Leveraging Behavioral and Social Information for Weakly Supervised Collective Classification of Political Discourse on Twitter ACL 2017
Learning Fine-grained Relations from Chinese User Generated Categories EMNLP 2017
Joint Learning of Speaker and Phonetic Similarities with Siamese Networks INTERSPEECH 2016
Backtracking ScSPM Image Classifier for Weakly Supervised Top-Down Saliency CVPR 2016
WarpNet: Weakly Supervised Matching for Single-View Reconstruction CVPR 2016
Deep Hand: How to Train a CNN on 1 Million Hand Images When Your Data Is Continuous and Weakly Labelled CVPR 2016
Weakly Supervised Object Localization With Progressive Domain Adaptation CVPR 2016
WELDON: Weakly Supervised Learning of Deep Convolutional Neural Networks CVPR 2016
Weakly Supervised Deep Detection Networks CVPR 2016
SketchNet: Sketch Classification With Web Images CVPR 2016
Online Collaborative Learning for Open-Vocabulary Visual Classifiers CVPR 2016
More Supervision, Less Computation: Statistical-Computational Tradeoffs in Weakly Supervised Learning NIPS 2016
beta-risk: a New Surrogate Risk for Learning from Weakly Labeled Data NIPS 2016
Dialog-based Language Learning NIPS 2016
Deep Region and Multi-Label Learning for Facial Action Unit Detection CVPR 2016
Facial Expression Intensity Estimation Using Ordinal Information CVPR 2016
Multi-Label Ranking From Positive and Unlabeled Data CVPR 2016
Seeing Through the Human Reporting Bias: Visual Classifiers From Noisy Human-Centric Labels CVPR 2016
Interleaved Text/Image Deep Mining on a Large-Scale Radiology Database for Automated Image Interpretation JMLR 2016
Weakly Supervised Object Boundaries CVPR 2016
Fashion Style in 128 Floats: Joint Ranking and Classification Using Weak Data for Feature Extraction CVPR 2016
NetVLAD: CNN Architecture for Weakly Supervised Place Recognition CVPR 2016
Data Programming: Creating Large Training Sets, Quickly NIPS 2016