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Domain-Guided Weight Modulation for Semi-Supervised Domain Generalization

Chamuditha Jayanaga Galappaththige,Zachary Izzo, Xilin He,Honglu Zhou,Muhammad Haris Khan

IEEE/CVF Winter Conference on Applications of Computer Vision(2025)

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Key words
Domain Generalization,Weight Space,Domain Shift,Unlabeled Data,Semi-supervised Learning,Source Domain,Challenging Dataset,Class Weights,Strong Baseline,Unseen Domains,Objective Function,Data Augmentation,Cross-entropy Loss,Formation Of Domains,Line Of Work,Class Separation,Target Domain,Maximum Model,Learning Component,Minimum Entropy,Pseudo Labels,Unlabeled Examples,Semi-supervised Learning Approach,Unlabeled Instances,Consistency Regularization,Maximum Confidence,High-confidence Predictions,Augmented Function
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