Tag: semi-supervised learning
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Curvature-Aware PCA for Semi-Supervised Learning
Discover GTSA-PCA, a curvature-aware PCA method enhancing semi-supervised learning by capturing complex data structures on curved manifolds.
GNN-as-Judge: Enhancing Graph Learning with LLM Feedback
Discover how GNN-as-Judge boosts graph learning by combining LLMs and GNNs for reliable pseudo labels and reduced noise in low-resource settings.
Estimating Target Task Performance in Semi/Self-Supervised Learning
Discover a low-cost method to estimate target task performance from unsupervised pretext tasks in semi/self-supervised learning for improved AI models.
Adversarial Training for Semi-Supervised Text Classification
Boost semi-supervised text classification with adversarial training to improve model robustness, generalization, and use of unlabeled data effectively.
Semi-Supervised Knowledge Transfer for Private Data AI
Explore semi-supervised knowledge transfer techniques to enhance deep learning using private training data while ensuring data privacy and compliance.