no code implementations • 10 Apr 2024 • Yiwei Lu, Matthew Y. R. Yang, Zuoqiu Liu, Gautam Kamath, YaoLiang Yu
Copyright infringement may occur when a generative model produces samples substantially similar to some copyrighted data that it had access to during the training phase.
no code implementations • 20 Feb 2024 • Yiwei Lu, Matthew Y. R. Yang, Gautam Kamath, YaoLiang Yu
In this paper, we extend the exploration of the threat of indiscriminate attacks on downstream tasks that apply pre-trained feature extractors.
no code implementations • 19 Dec 2022 • Zhiying Jiang, Matthew Y. R. Yang, Mikhail Tsirlin, Raphael Tang, Jimmy Lin
Our method also performs particularly well in few-shot settings where labeled data are too scarce for DNNs to achieve a satisfying accuracy.