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The research work was conducted in the JC STEM Lab of Machine Learning and Computer Vision funded by The Hong Kong Jockey Club Charities Trust. This research received partially support from the Global STEM Professorship Scheme from the Hong Kong Special Administrative Region
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Over-reliance on neighborhood similarity in source-free domain adaptation hurts performance; ProCal offers a way to dynamically calibrate predictions and improve generalization.