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semi-supervised learning

2331 papers

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Also known as

UDA FSSL SS SSGL SSL SEMISL SSSS SSOD SEMI-SL S3VM SSCL

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

Curriculum Labeling: Revisiting Pseudo-Labeling for Semi-Supervised Learning AAAI 2021
Online Learning in Variable Feature Spaces under Incomplete Supervision AAAI 2021
Bayesian Text Classification and Summarization via A Class-Specified Topic Model JMLR 2021
Contrastive Estimation Reveals Topic Posterior Information to Linear Models JMLR 2021
Transductive Visual Verb Sense Disambiguation WACV 2021
Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning NIPS 2021
Binary Classification from Multiple Unlabeled Datasets via Surrogate Set Classification ICML 2021
Contextual Semi-Supervised Learning: An Approach to Leverage Air-Surveillance and Untranscribed ATC Data in ASR Systems INTERSPEECH 2021
Sequence-Level Confidence Classifier for ASR Utterance Accuracy and Application to Acoustic Models INTERSPEECH 2021
End-to-End Rich Transcription-Style Automatic Speech Recognition with Semi-Supervised Learning INTERSPEECH 2021
Partial-Label and Structure-constrained Deep Coupled Factorization Network AAAI 2021
Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization AAAI 2021
Adapting Unsupervised Syntactic Parsing Methodology for Discourse Dependency Parsing ACL 2021
Learning Invariant Representations and Risks for Semi-Supervised Domain Adaptation CVPR 2021
Weakly-Supervised Physically Unconstrained Gaze Estimation CVPR 2021
Transformation Invariant Few-Shot Object Detection CVPR 2021
Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding EMNLP 2021
Constructing contrastive samples via summarization for text classification with limited annotations EMNLP 2021
Semi-Supervised Domain Adaptation Based on Dual-Level Domain Mixing for Semantic Segmentation CVPR 2021
CATE: A Contrastive Pre-trained Model for Metaphor Detection with Semi-supervised Learning EMNLP 2021
Simple Conversational Data Augmentation for Semi-supervised Abstractive Dialogue Summarization EMNLP 2021
DualGraph: A Graph-Based Method for Reasoning About Label Noise CVPR 2021
Augmentation Strategies for Learning With Noisy Labels CVPR 2021
Joint Negative and Positive Learning for Noisy Labels CVPR 2021
SwiftNet: Real-Time Video Object Segmentation CVPR 2021