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

Learning from Long-Tailed Noisy Data with Sample Selection and Balanced Loss IJCAI 2024

Three Heads Are Better than One: Complementary Experts for Long-Tailed Semi-supervised Learning AAAI 2024

Estimating before Debiasing: A Bayesian Approach to Detaching Prior Bias in Federated Semi-Supervised Learning IJCAI 2024

AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation CVPR 2024

CAT: Exploiting Inter-Class Dynamics for Domain Adaptive Object Detection CVPR 2024

Cross-Lingual Summarization with Pseudo-Label Regularization NAACL 2024

Discourse Relation Prediction and Discourse Parsing in Dialogues with Minimal Supervision EACL 2024

Self-training Strategies for Sentiment Analysis: An Empirical Study EACL 2024

Information-Theoretic Generalization Bounds for Transductive Learning and its Applications JMLR 2024

Localisation of Regularised and Multiview Support Vector Machine Learning JMLR 2024

Semi-Supervised Dialogue Abstractive Summarization via High-Quality Pseudolabel Selection NAACL 2024

Plausible Extractive Rationalization through Semi-Supervised Entailment Signal ACL 2024

Multi-class Probabilistic Bounds for Majority Vote Classifiers with Partially Labeled Data JMLR 2024

Distributed Estimation on Semi-Supervised Generalized Linear Model JMLR 2024

S-MolSearch: 3D Semi-supervised Contrastive Learning for Bioactive Molecule Search NIPS 2024

Semisupervised Neural Proto-Language Reconstruction ACL 2024

Extremely Weakly-supervised Text Classification with Wordsets Mining and Sync-Denoising NAACL 2024

Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category Discovery NIPS 2024

DuRE: Dual Contrastive Self Training for Semi-Supervised Relation Extraction NAACL 2024

CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation CVPR 2024

Persistence Homology Distillation for Semi-supervised Continual Learning NIPS 2024

Towards Real-world Scenario: Imbalanced New Intent Discovery ACL 2024

Leveraging the Structure of Pre-trained Embeddings to Minimize Annotation Effort NAACL 2024

DUTIR938 at SemEval-2024 Task 4: Semi-Supervised Learning and Model Ensemble for Persuasion Techniques Detection in Memes NAACL 2024

Leveraging Semi-Supervised Learning on a Financial-Specialized Pre-trained Language Model for Multilingual ESG Impact Duration and Type Classification COLING 2024