weakly supervised learning

1323 papers

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Also known as

WSIS WS WSED WSVAD WS-DEC MIL WSVG WSV WS-TAL WSPCSS WSSL OR NULL WSSGG WSP WSAD WSG WSOL WSL WSPS WSLLN WSOD WVOS WSLR WSLL WSTAL WSSS WSSL PWS

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