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

BaCon: Boosting Imbalanced Semi-supervised Learning via Balanced Feature-Level Contrastive Learning AAAI 2024

Roll with the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning AAAI 2024

Deep Incomplete Multi-View Learning Network with Insufficient Label Information AAAI 2024

Semi-supervised TEE Segmentation via Interacting with SAM Equipped with Noise-Resilient Prompting AAAI 2024

Dynamic Sub-graph Distillation for Robust Semi-supervised Continual Learning AAAI 2024

Not All Classes Stand on Same Embeddings: Calibrating a Semantic Distance with Metric Tensor CVPR 2024

Combinatorial CNN-Transformer Learning with Manifold Constraints for Semi-supervised Medical Image Segmentation AAAI 2024

Unleashing the Potential of SAM for Medical Adaptation via Hierarchical Decoding CVPR 2024

Conformalized Semi-supervised Random Forest for Classification and Abnormality Detection AISTATS 2024

Systematic Comparison of Semi-supervised and Self-supervised Learning for Medical Image Classification CVPR 2024

Beyond the Label Itself: Latent Labels Enhance Semi-supervised Point Cloud Panoptic Segmentation AAAI 2024

FedCD: Federated Semi-Supervised Learning with Class Awareness Balance via Dual Teachers AAAI 2024

MAT-SED: A Masked Audio Transformer with Masked-Reconstruction Based Pre-training for Sound Event Detection INTERSPEECH 2024

Exploring Self-Supervised Multi-view Contrastive Learning for Speech Emotion Recognition with Limited Annotations INTERSPEECH 2024

Gaussian Mixture Models with Rare Events JMLR 2024

Towards Sharper Generalization Bounds for Adversarial Contrastive Learning IJCAI 2024

Denoising and Selecting Pseudo-Heatmaps for Semi-Supervised Human Pose Estimation WACV 2024

Semi-Supervised Scene Change Detection by Distillation From Feature-Metric Alignment WACV 2024

Fairness under Covariate Shift: Improving Fairness-Accuracy Tradeoff with Few Unlabeled Test Samples AAAI 2024

Universal Semi-Supervised Model Adaptation via Collaborative Consistency Training WACV 2024

Interactive Network Perturbation Between Teacher and Students for Semi-Supervised Semantic Segmentation WACV 2024

On Causality in Domain Adaptation and Semi-Supervised Learning: an Information-Theoretic Analysis for Parametric Models JMLR 2024

Debiasing, Calibrating, and Improving Semi-Supervised Learning Performance via Simple Ensemble Projector WACV 2024

SequenceMatch: Revisiting the Design of Weak-Strong Augmentations for Semi-Supervised Learning WACV 2024

MCSSME: Multi-Task Contrastive Learning for Semi-supervised Singing Melody Extraction from Polyphonic Music AAAI 2024