Search Results for author: Matthew Y. R. Yang

Found 3 papers, 0 papers with code

Disguised Copyright Infringement of Latent Diffusion Models

no code implementations10 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.

Indiscriminate Data Poisoning Attacks on Pre-trained Feature Extractors

no code implementations20 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.

Data Poisoning Domain Adaptation +2

Less is More: Parameter-Free Text Classification with Gzip

no code implementations19 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.

text-classification Text Classification

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