Abstract: Online continual learning studies how models learn from continuous and non-stationary data streams. In this paper, we observe that CLIP models exhibit an asymmetric image–text interaction ...
Abstract: Semi-supervised learning (SSL) provides an effective means of reducing reliance on large-scale annotated datasets by leveraging unlabeled data. However, existing SSL methods often struggle ...
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