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20222025
most citedPre-Trained Vision-Language Models as Partial Annotators

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cs.LG2025

Efficient Differentiable Approximation of Generalized Low-rank Regularization

Naiqi Li, Yuqiu Xie, Peiyuan Liu +3

Low-rank regularization (LRR) has been widely applied in various machine learning tasks, but the associated optimization is challenging. Directly optimizing the rank function under…