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semi-supervised learning

2331 papers

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Also known as

SSL SEMISL SEMI-SL

Co-occurring keywords

text classification (6776) domain adaptation (4578) representation learning (6174) data augmentation (3037) semantic segmentation (3179) contrastive learning (3979) pseudo labeling (312) graph neural network (3945) transfer learning (5442) label propagation (185)

Papers

Storage Fit Learning with Unlabeled Data IJCAI 2017
Semi-supervised Max-margin Topic Model with Manifold Posterior Regularization IJCAI 2017
Semi-supervised Learning over Heterogeneous Information Networks by Ensemble of Meta-graph Guided Random Walks IJCAI 2017
Adaptive Semi-Supervised Learning with Discriminative Least Squares Regression IJCAI 2017
F-Score Driven Max Margin Neural Network for Named Entity Recognition in Chinese Social Media EACL 2017
Efficient Co-Training of Linear Separators under Weak Dependence COLT 2017
Distributed Semi-supervised Learning with Kernel Ridge Regression JMLR 2017
Semi-supervised Multitask Learning for Sequence Labeling ACL 2017
Semi-Supervised Learning for Optical Flow with Generative Adversarial Networks NIPS 2017
Robust Conditional Probabilities NIPS 2017
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results NIPS 2017
Triangle Generative Adversarial Networks NIPS 2017
Structured Generative Adversarial Networks NIPS 2017
Toward Robustness against Label Noise in Training Deep Discriminative Neural Networks NIPS 2017
Semi-supervised Learning with GANs: Manifold Invariance with Improved Inference NIPS 2017
ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching NIPS 2017
Good Semi-supervised Learning That Requires a Bad GAN NIPS 2017
Max-Margin Invariant Features from Transformed Unlabelled Data NIPS 2017
Recurrent Ladder Networks NIPS 2017
Online Video Object Segmentation via Convolutional Trident Network CVPR 2017
Action-Decision Networks for Visual Tracking With Deep Reinforcement Learning CVPR 2017
End-to-End Learning of Semantic Grasping CORL 2017
Semi-Supervised Haptic Material Recognition for Robots using Generative Adversarial Networks CORL 2017
Multi-space Variational Encoder-Decoders for Semi-supervised Labeled Sequence Transduction ACL 2017
VAE Learning via Stein Variational Gradient Descent NIPS 2017