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semi-supervised learning

2331 papers

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Also known as

SS 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

Cross Image Feature Perturbation with Pseudo Label Fusion for Semi-Supervised Medical Image Segmentation WACV 2025
LlamaPIE: Proactive In-Ear Conversation Assistants ACL 2025
Stable Mean Teacher for Semi-supervised Video Action Detection AAAI 2025
Uncertainty and Energy Based Loss Guided Semi-Supervised Semantic Segmentation WACV 2025
Describe Anything: Detailed Localized Image and Video Captioning ICCV 2025
Power of Cooperative Supervision: Multiple Teachers Framework for Advanced 3D Semi-Supervised Object Detection ICCV 2025
From Easy to Hard: Progressive Active Learning Framework for Infrared Small Target Detection with Single Point Supervision ICCV 2025
Learnable Logit Adjustment for Imbalanced Semi-Supervised Learning under Class Distribution Mismatch ICCV 2025
Towards Realistic Semi-supervised Medical Image Classification AAAI 2025
DREAM: Decoupled Discriminative Learning with Bigraph-aware Alignment for Semi-supervised 2D-3D Cross-modal Retrieval AAAI 2025
DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation AAAI 2025
SCKD: Semi-Supervised Cross-Modality Knowledge Distillation for 4D Radar Object Detection AAAI 2025
Optimizing Data Collection for Machine Learning JMLR 2025
LLM-Guided Semantic-Aware Clustering for Topic Modeling ACL 2025
A Regional-Level Resource-Saving Model for Winter Road Surface Snow Detection in Extreme Weathers WACV 2025
Multi-clue Consistency Learning to Bridge Gaps Between General and Oriented Object in Semi-supervised Detection AAAI 2025
Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation AAAI 2025
Semi-supervised 3D Semantic Scene Completion with 2D Vision Foundation Model Guidance AAAI 2025
Semi-supervised Fine-tuning for Large Language Models NAACL 2025
Combating Semantic Contamination in Learning with Label Noise AAAI 2025
Toward Improving Robustness and Accuracy in Unsupervised Domain Adaptation AAAI 2025
SGTC: Semantic-Guided Triplet Co-training for Sparsely Annotated Semi-Supervised Medical Image Segmentation AAAI 2025
LLM-Guided Co-Training for Text Classification EMNLP 2025
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection IJCAI 2025
Semi-supervised Concept Bottleneck Models ICCV 2025