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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

A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification CVPR 2021
Domain Adaptation With Auxiliary Target Domain-Oriented Classifier CVPR 2021
ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Image Segmentation CVPR 2021
Semi-Supervised Action Recognition With Temporal Contrastive Learning CVPR 2021
Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation CVPR 2021
3DIoUMatch: Leveraging IoU Prediction for Semi-Supervised 3D Object Detection CVPR 2021
SSLayout360: Semi-Supervised Indoor Layout Estimation From 360deg Panorama CVPR 2021
PAUSE: Positive and Annealed Unlabeled Sentence Embedding EMNLP 2021
Multitask Semi-Supervised Learning for Class-Imbalanced Discourse Classification EMNLP 2021
Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP EMNLP 2021
Summarize-then-Answer: Generating Concise Explanations for Multi-hop Reading Comprehension EMNLP 2021
Challenging the Semi-Supervised VAE Framework for Text Classification EMNLP 2021
Multilingual and Multilabel Emotion Recognition using Virtual Adversarial Training EMNLP 2021
Semi-supervised Intent Discovery with Contrastive Learning EMNLP 2021
Co-training for Commit Classification EMNLP 2021
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