WAS: Dataset and Methods for Artistic Text Segmentation

1 code implementation • 31 Jul 2024 • Xudong Xie, Yuzhe Li, Yang Liu, Zhifei Zhang, Zhaowen Wang, Wei Xiong, Xiang Bai

One challenge of the task is that the local stroke shapes of artistic text are changeable with diversity and complexity.

Decoder Diversity +5

LQG Control Over SWIPT-enabled Wireless Communication Network

no code implementations • 27 Mar 2023 • Huiwen Yang, Lingying Huang, Yuzhe Li, Subhrakanti Dey, Ling Shi

In this paper, we consider using simultaneous wireless information and power transfer (SWIPT) to recharge the sensor in the LQG control, which provides a new approach to prolonging the network lifetime.

Towards Practical Differential Privacy in Data Analysis: Understanding the Effect of Epsilon on Utility in Private ERM

no code implementations • 6 Jun 2022 • Yuzhe Li, Yong liu, Bo Li, Weiping Wang, Nan Liu

In this paper, we focus our attention on private Empirical Risk Minimization (ERM), which is one of the most commonly used data analysis method.

Fast Estimation for Privacy and Utility in Differentially Private Machine Learning

no code implementations • 1 Jan 2021 • Yuzhe Li, Yong liu, Weipinng Wang, Bo Li, Nan Liu

In this paper, we deduce the influence of $\epsilon$ on utility private learning models through strict mathematical derivation, and propose a novel approximate approach for estimating the utility of any $\epsilon$ value.

BIG-bench Machine Learning