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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

Uncertainty and Energy Based Loss Guided Semi-Supervised Semantic Segmentation WACV 2025
Leveraging Moment Injection for Enhanced Semi-supervised Natural Language Inference with Large Language Models NAACL 2025
A Unified Degradation-Robust Approach to SSL and UDA for 3D Medical Images AAAI 2025
Efficient Video Object Segmentation via Modulated Cross-Attention Memory WACV 2025
Uncertainty-Guided Cross Attention Ensemble Mean Teacher for Semi-Supervised Medical Image Segmentation WACV 2025
A Guide To Effectively Leveraging LLMs for Low-Resource Text Summarization: Data Augmentation and Semi-supervised Approaches NAACL 2025
CaliMatch: Adaptive Calibration for Improving Safe Semi-supervised Learning ICCV 2025
Open-world Radio Frequency Fingerprint Identification via Augmented Semi-supervised Learning AAAI 2025
A Regional-Level Resource-Saving Model for Winter Road Surface Snow Detection in Extreme Weathers WACV 2025
Unsupervised, Semi-Supervised and LLM-Based Morphological Segmentation for Bribri NAACL 2025
Domain-Guided Weight Modulation for Semi-Supervised Domain Generalization WACV 2025
PivotAlign: Improve Semi-Supervised Learning by Learning Intra-Class Heterogeneity and Aligning with Pivots WACV 2025
Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendence NAACL 2025
Multi-clue Consistency Learning to Bridge Gaps Between General and Oriented Object in Semi-supervised Detection AAAI 2025
Robot Instance Segmentation with Few Annotations for Grasping WACV 2025
Fotheidil: an Automatic Transcription System for the Irish Language COLING 2025
Semi-supervised Fine-tuning for Large Language Models NAACL 2025
Classifying Textual Genre in Historical Magazines (1875-1990) NAACL 2025
When Confidence Fails: Revisiting Pseudo-Label Selection in Semi-supervised Semantic Segmentation ICCV 2025
Leveraging Temporal Cues for Semi-Supervised Multi-View 3D Object Detection CVPR 2025
Semi-Supervised Sparse Gaussian Classification: Provable Benefits of Unlabeled Data NIPS 2024
Reverse Knowledge Distillation: Training a Large Model Using a Small One for Retinal Image Matching on Limited Data WACV 2024
Training Ensembles With Inliers and Outliers for Semi-Supervised Active Learning WACV 2024
Hybrid-Diarization System with Overlap Post-Processing for the DISPLACE 2024 Challenge INTERSPEECH 2024
Self-Training for Sample-Efficient Active Learning for Text Classification with Pre-Trained Language Models EMNLP 2024