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

StolenLoRA: Exploring LoRA Extraction Attacks via Synthetic Data ICCV 2025

Automated L2 Proficiency Scoring: Weak Supervision, Large Language Models, and Statistical Guarantees ACL 2025

LLM-Guided Semantic-Aware Clustering for Topic Modeling ACL 2025

Semi-Supervised Multimodal Classification Through Learning from Modal and Strategic Complementarities AAAI 2025

SLRL: Semi-Supervised Local Community Detection Based on Reinforcement Learning AAAI 2025

Weakly Supervised Contrastive Adversarial Training for Learning Robust Features from Semi-supervised Data CVPR 2025

Leveraging Moment Injection for Enhanced Semi-supervised Natural Language Inference with Large Language Models NAACL 2025

Toward Improving Robustness and Accuracy in Unsupervised Domain Adaptation AAAI 2025

Improving Semi-Supervised Semantic Segmentation with Sliced-Wasserstein Feature Alignment and Uniformity CVPR 2025

SnowMaster: Comprehensive Real-world Image Desnowing via MLLM with Multi-Model Feedback Optimization CVPR 2025

DREAM: Decoupled Discriminative Learning with Bigraph-aware Alignment for Semi-supervised 2D-3D Cross-modal Retrieval AAAI 2025

STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification CVPR 2025

Calibrating Pseudo-Labeling with Class Distribution for Semi-supervised Text Classification EMNLP 2025

Seek Common Ground While Reserving Differences: Semi-Supervised Image-Text Sentiment Recognition CVPR 2025

LCGC: Learning from Consistency Gradient Conflicting for Class-Imbalanced Semi-Supervised Debiasing AAAI 2025

Progressive Distribution Matching for Federated Semi-Supervised Learning AAAI 2025

Learning Dynamic Collaborative Network for Semi-supervised 3D Vessel Segmentation CVPR 2025

Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendence NAACL 2025

Bridging the Gap: Efficient Cross-Lingual NER in Low-Resource Financial Domain COLING 2025

Beyond Virtual Points: Depth-Enhanced LiDAR-only 3D Object Detection with Semi-Supervised Learning (Student Abstract) AAAI 2025

Towards Realistic Semi-supervised Medical Image Classification AAAI 2025

Language-Assisted Debiasing and Smoothing for Foundation Model-Based Semi-Supervised Learning CVPR 2025

A Guide To Effectively Leveraging LLMs for Low-Resource Text Summarization: Data Augmentation and Semi-supervised Approaches NAACL 2025

Evaluation of Active Feature Acquisition Methods for Time-varying Feature Settings JMLR 2025

LLM-Guided Co-Training for Text Classification EMNLP 2025