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pro vyhledávání: '"HU, Peng"'
Recent advancements in Mamba have shown promising results in image restoration. These methods typically flatten 2D images into multiple distinct 1D sequences along rows and columns, process each sequence independently using selective scan operation,
Externí odkaz:
http://arxiv.org/abs/2412.20066
Fine-grained clustering is a practical yet challenging task, whose essence lies in capturing the subtle differences between instances of different classes. Such subtle differences can be easily disrupted by data augmentation or be overwhelmed by redu
Externí odkaz:
http://arxiv.org/abs/2412.18838
Despite the significant advancements in Text-to-SQL (Text2SQL) facilitated by large language models (LLMs), the latest state-of-the-art techniques are still trapped in the in-context learning of closed-source LLMs (e.g., GPT-4), which limits their ap
Externí odkaz:
http://arxiv.org/abs/2412.10138
Autor:
Zhang, Wenxuan, Hu, Peng
The rapid increase of space assets represented by small satellites in low Earth orbit can enable ubiquitous digital services for everyone. However, due to the dynamic space environment, numerous space objects, complex atmospheric conditions, and unex
Externí odkaz:
http://arxiv.org/abs/2412.08913
The success of most existing cross-modal retrieval methods heavily relies on the assumption that the given queries follow the same distribution of the source domain. However, such an assumption is easily violated in real-world scenarios due to the co
Externí odkaz:
http://arxiv.org/abs/2410.15624
Publikováno v:
Proceedings of the 2024 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER). IEEE, 2024. p. 406-416
In IT system operations, shell commands are common command line tools used by site reliability engineers (SREs) for daily tasks, such as system configuration, package deployment, and performance optimization. The efficiency in their execution has a c
Externí odkaz:
http://arxiv.org/abs/2408.05592
We study magnetohydrodynamics using holography. The gravity model is closely related to the STU supergravity in five dimensions and admits an analytical black brane solution carrying the conserved charge dual to the magnetic 1-form symmetry of the ma
Externí odkaz:
http://arxiv.org/abs/2408.04791
Autor:
Hu, Peng, Liu, Sizhe, Gao, Changjiang, Huang, Xin, Han, Xue, Feng, Junlan, Deng, Chao, Huang, Shujian
Large Language Models have demonstrated impressive reasoning capabilities across multiple languages. However, the relationship between capabilities in different languages is less explored. In this work, we decompose the process of reasoning tasks int
Externí odkaz:
http://arxiv.org/abs/2406.16655
Large Language Models (LLMs) possess extensive knowledge and strong capabilities in performing in-context reasoning. However, previous work challenges their out-of-context reasoning ability, i.e., the ability to infer information from their training
Externí odkaz:
http://arxiv.org/abs/2406.07393
Autor:
Bhattacharjee, Dhiraj, Madoery, Pablo G., Chaudhry, Aizaz U., Yanikomeroglu, Halim, Kurt, Gunes Karabulut, Hu, Peng, Ahmed, Khaled, Martel, Stephane
Low Earth orbit (LEO) satellite mega constellations are beginning to include laser inter-satellite links (LISLs) to extend the Internet to the most remote locations on Earth. Since the process of establishing these links incurs a setup delay on the o
Externí odkaz:
http://arxiv.org/abs/2406.01953