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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

Adaptive Learning of High-Value Regions for Semi-Supervised Medical Image Segmentation ICCV 2025
Divide-and-Conquer for Enhancing Unlabeled Learning, Stability, and Plasticity in Semi-supervised Continual Learning ICCV 2025
Efficient and Robust Semi-supervised Estimation of Average Treatment Effect with Partially Annotated Treatment and Response JMLR 2025
Semi-Supervised Clustering Framework for Fine-grained Scene Graph Generation AAAI 2025
Unleashing the Potential of Model Bias for Generalized Category Discovery AAAI 2025
Improving Word Alignment Using Semi-Supervised Learning ACL 2025
To Answer or Not to Answer (TAONA): A Robust Textual Graph Understanding and Question Answering Approach EMNLP 2025
PointSR: Self-Regularized Point Supervision for Drone-View Object Detection CVPR 2025
PseudoMapTrainer: Learning Online Mapping without HD Maps ICCV 2025
SimLTD: Simple Supervised and Semi-Supervised Long-Tailed Object Detection CVPR 2025
Keep Your Friends Close, and Your Enemies Farther: Distance-aware Voxel-wise Contrastive Learning for Semi-supervised Multi-organ Segmentation ICCV 2025
Learning with Noisy Triplet Correspondence for Composed Image Retrieval CVPR 2025
ConformalSAM: Unlocking the Potential of Foundational Segmentation Models in Semi-Supervised Semantic Segmentation with Conformal Prediction ICCV 2025
Learning Dynamic Collaborative Network for Semi-supervised 3D Vessel Segmentation CVPR 2025
Stable Mean Teacher for Semi-supervised Video Action Detection AAAI 2025
RORem: Training a Robust Object Remover with Human-in-the-Loop CVPR 2025
A Hybrid Weighted Nearest Neighbour Classifier for Semi-Supervised Learning JMLR 2025
AGMixup: Adaptive Graph Mixup for Semi-supervised Node Classification AAAI 2025
CO2-Net: A Physics-Informed Spatio-Temporal Model for Global Surface CO2 Reconstruction ICCV 2025
Little Is Enough: Boosting Privacy by Sharing Only Hard Labels in Federated Semi-Supervised Learning AAAI 2025
SemiDFL: A Semi-Supervised Paradigm for Decentralized Federated Learning AAAI 2025
Joint Out-of-Distribution Filtering and Data Discovery Active Learning CVPR 2025
Geodesic Flow Kernels for Semi-Supervised Learning on Mixed-Variable Tabular Dataset AAAI 2025
A Semantic Knowledge Complementarity based Decoupling Framework for Semi-supervised Class-imbalanced Medical Image Segmentation CVPR 2025
Robult: Leveraging Redundancy and Modality-Specific Features for Robust Multimodal Learning IJCAI 2025