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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

Not All Classes Stand on Same Embeddings: Calibrating a Semantic Distance with Metric Tensor CVPR 2024
Unbiased Active Semi-supervised Binary Classification Models IJCAI 2024
(FL)$^2$: Overcoming Few Labels in Federated Semi-Supervised Learning NIPS 2024
InfoMatch: Entropy Neural Estimation for Semi-Supervised Image Classification IJCAI 2024
Leveraging Local Variance for Pseudo-Label Selection in Semi-supervised Learning AAAI 2024
MAT-SED: A Masked Audio Transformer with Masked-Reconstruction Based Pre-training for Sound Event Detection INTERSPEECH 2024
Combinatorial CNN-Transformer Learning with Manifold Constraints for Semi-supervised Medical Image Segmentation AAAI 2024
Deep Incomplete Multi-View Learning Network with Insufficient Label Information AAAI 2024
VCC-INFUSE: Towards Accurate and Efficient Selection of Unlabeled Examples in Semi-supervised Learning IJCAI 2024
Continual Learning with Semi-supervised Contrastive Distillation for Incremental Neural Machine Translation ACL 2024
Progressive Exploration-Conformal Learning for Sparsely Annotated Object Detection in Aerial Images NIPS 2024
Towards Sharper Generalization Bounds for Adversarial Contrastive Learning IJCAI 2024
Robust Laughter Segmentation with Automatic Diverse Data Synthesis INTERSPEECH 2024
LSPAN: Spectrally Localized Augmentation for Graph Consistency Learning IJCAI 2024
Data Augmentation with Diffusion for Open-Set Semi-Supervised Learning NIPS 2024
Fast Streaming Transducer ASR Prototyping via Knowledge Distillation with Whisper EMNLP 2024
A Semi-supervised Molecular Learning Framework for Activity Cliff Estimation IJCAI 2024
Estimating before Debiasing: A Bayesian Approach to Detaching Prior Bias in Federated Semi-Supervised Learning IJCAI 2024
Hybrid-Diarization System with Overlap Post-Processing for the DISPLACE 2024 Challenge INTERSPEECH 2024
Leveraging Semi-Supervised Learning on a Financial-Specialized Pre-trained Language Model for Multilingual ESG Impact Duration and Type Classification COLING 2024
On Convex Optimization with Semi-Sensitive Features COLT 2024
Exploring the Challenges of Behaviour Change Language Classification: A Study on Semi-Supervised Learning and the Impact of Pseudo-Labelled Data COLING 2024
DFA-GNN: Forward Learning of Graph Neural Networks by Direct Feedback Alignment NIPS 2024
Uncertainty-Guided Never-Ending Learning to Drive CVPR 2024
Alleviating Foreground Sparsity for Semi-Supervised Monocular 3D Object Detection WACV 2024