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cs.LG2024
Transferable Adversarial Attacks on SAM and Its Downstream Models
Song Xia, Wenhan Yang, Yi Yu +4
The utilization of large foundational models has a dilemma: while fine-tuning downstream tasks from them holds promise for making use of the well-generalized knowledge in practical…
cs.LG2019★ 25 cited
A Distributed Approach towards Discriminative Distance Metric Learning
Jun Li, Xun Lin, Xiaoguang Rui +2
Distance metric learning is successful in discovering intrinsic relations in data. However, most algorithms are computationally demanding when the problem size becomes large. In th…