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semi-supervised learning

2341 papers

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Also known as

SSL SEMISL SEMI-SL

Co-occurring keywords

text classification (6793) domain adaptation (4595) representation learning (6206) data augmentation (3052) semantic segmentation (3186) contrastive learning (4032) pseudo labeling (312) graph neural network (3962) transfer learning (5449) label propagation (185)

Papers

SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification CVPR 2021
Mask-Embedded Discriminator With Region-Based Semantic Regularization for Semi-Supervised Class-Conditional Image Synthesis CVPR 2021
Semi-Supervised Synthesis of High-Resolution Editable Textures for 3D Humans CVPR 2021
OpenMix: Reviving Known Knowledge for Discovering Novel Visual Categories in an Open World CVPR 2021
AlphaMatch: Improving Consistency for Semi-Supervised Learning With Alpha-Divergence CVPR 2021
Semi-supervised Medical Image Segmentation through Dual-task Consistency AAAI 2021
Exploiting Cloze-Questions for Few-Shot Text Classification and Natural Language Inference EACL 2021
Measuring Fine-Grained Domain Relevance of Terms: A Hierarchical Core-Fringe Approach IJCNLP 2021
Semi-Supervised Aggregation of Dependent Weak Supervision Sources With Performance Guarantees AISTATS 2021
Semi-Supervised Knowledge Amalgamation for Sequence Classification AAAI 2021
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