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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

Semi-Supervised Multimodal Classification Through Learning from Modal and Strategic Complementarities AAAI 2025
Classifying Textual Genre in Historical Magazines (1875-1990) NAACL 2025
Unsupervised, Semi-Supervised and LLM-Based Morphological Segmentation for Bribri NAACL 2025
Normalize Then Propagate: Efficient Homophilous Regularization for Few-Shot Semi-Supervised Node Classification AAAI 2025
Progressive Distribution Matching for Federated Semi-Supervised Learning AAAI 2025
Beyond Virtual Points: Depth-Enhanced LiDAR-only 3D Object Detection with Semi-Supervised Learning (Student Abstract) AAAI 2025
Robot Instance Segmentation with Few Annotations for Grasping WACV 2025
A Guide To Effectively Leveraging LLMs for Low-Resource Text Summarization: Data Augmentation and Semi-supervised Approaches NAACL 2025
A Regional-Level Resource-Saving Model for Winter Road Surface Snow Detection in Extreme Weathers WACV 2025
SimLTD: Simple Supervised and Semi-Supervised Long-Tailed Object Detection CVPR 2025
Fotheidil: an Automatic Transcription System for the Irish Language COLING 2025
Semi-Supervised Online Cross-Modal Hashing AAAI 2025
Toward Improving Robustness and Accuracy in Unsupervised Domain Adaptation AAAI 2025
LLM-Guided Semantic-Aware Clustering for Topic Modeling ACL 2025
LlamaPIE: Proactive In-Ear Conversation Assistants ACL 2025
Semi-supervised Fine-tuning for Large Language Models NAACL 2025
Robult: Leveraging Redundancy and Modality-Specific Features for Robust Multimodal Learning IJCAI 2025
Calibrating Pseudo-Labeling with Class Distribution for Semi-supervised Text Classification EMNLP 2025
Generate, Refine, and Encode: Leveraging Synthesized Novel Samples for On-the-Fly Fine-Grained Category Discovery ICCV 2025
HiLoTs: High-Low Temporal Sensitive Representation Learning for Semi-Supervised LiDAR Segmentation in Autonomous Driving CVPR 2025
Towards Real Unsupervised Anomaly Detection Via Confident Meta-Learning ICCV 2025
From Easy to Hard: Progressive Active Learning Framework for Infrared Small Target Detection with Single Point Supervision ICCV 2025
A Unified Degradation-Robust Approach to SSL and UDA for 3D Medical Images AAAI 2025
SeFAR: Semi-supervised Fine-grained Action Recognition with Temporal Perturbation and Learning Stabilization AAAI 2025
Language-Assisted Debiasing and Smoothing for Foundation Model-Based Semi-Supervised Learning CVPR 2025