Zobrazeno 1 - 10
of 25 840
pro vyhledávání: '"Yang, XU"'
In the domain of deep learning, the challenge of protecting sensitive data while maintaining model utility is significant. Traditional Differential Privacy (DP) techniques such as Differentially Private Stochastic Gradient Descent (DP-SGD) typically
Externí odkaz:
http://arxiv.org/abs/2411.03059
We investigate the construction of gradient-guided conditional diffusion models for reconstructing private images, focusing on the adversarial interplay between differential privacy noise and the denoising capabilities of diffusion models. While curr
Externí odkaz:
http://arxiv.org/abs/2411.03053
Autor:
Peng, Yingzhe, Qin, Xiaoting, Zhang, Zhiyang, Zhang, Jue, Lin, Qingwei, Yang, Xu, Zhang, Dongmei, Rajmohan, Saravan, Zhang, Qi
The rise of large language models (LLMs) has revolutionized user interactions with knowledge-based systems, enabling chatbots to synthesize vast amounts of information and assist with complex, exploratory tasks. However, LLM-based chatbots often stru
Externí odkaz:
http://arxiv.org/abs/2410.24032
Defense hardening can effectively enhance the resilience of distribution networks against extreme weather disasters. Currently, most existing hardening strategies focus on reducing load shedding. However, for electricity-hydrogen distribution network
Externí odkaz:
http://arxiv.org/abs/2410.20475
Autor:
Chen, Renguang, Zheng, Guolong, Yang, Xu, Chen, Zhide, Shu, Jiwu, Yang, Wencheng, Zhu, Kexin, Feng, Chen
The growing popularity of online sports and exercise necessitates effective methods for evaluating the quality of online exercise executions. Previous action quality assessment methods, which relied on labeled scores from motion videos, exhibited sli
Externí odkaz:
http://arxiv.org/abs/2410.14161
Publikováno v:
AJ 168 214 (2024)
The distributed telescope array offers promise for conducting large-sky-area, high-frequency time domain surveys. Multiple telescopes can be deployed at each observation site, so intra-site observation task scheduling is crucial for enhancing observa
Externí odkaz:
http://arxiv.org/abs/2410.09881
Hydrogen-enriched compressed natural gas (HCNG) is a promising way to utilize surplus renewable energy through hydrogen electrolysis and blending it into natural gas. However, the optimal hydrogen volume fraction (HVF) of HCNG varies following the da
Externí odkaz:
http://arxiv.org/abs/2410.09735
Open-vocabulary object detection is the task of accurately detecting objects from a candidate vocabulary list that includes both base and novel categories. Currently, numerous open-vocabulary detectors have achieved success by leveraging the impressi
Externí odkaz:
http://arxiv.org/abs/2410.08645
In-context learning (ICL) enables large language models (LLMs) to generalize to new tasks by incorporating a few in-context examples (ICEs) directly in the input, without updating parameters. However, the effectiveness of ICL heavily relies on the se
Externí odkaz:
http://arxiv.org/abs/2410.02203
Vulnerability fixes in open source software (OSS) usually follow the coordinated vulnerability disclosure model and are silently fixed. This delay can expose OSS users to risks as malicious parties might exploit the software before fixes are publicly
Externí odkaz:
http://arxiv.org/abs/2409.16606