no code implementations • 20 Jan 2025 • Wenli Yang, Yanyu Chen, Andrew Trotter, Byeong Kang
Phenotype segmentation is pivotal in analysing visual features of living organisms, enhancing our understanding of their characteristics.
no code implementations • 6 Dec 2024 • Yanyu Chen, Ganhong Huang
Efficiently deploying large language models (LLMs) in real-world scenarios remains a critical challenge, primarily due to hardware heterogeneity, inference framework limitations, and workload complexities. Efficiently deploying large language models (LLMs) in real-world scenarios remains a critical challenge, primarily due to hardware heterogeneity, inference framework limitations, and workload complexities.
no code implementations • 5 Jan 2024 • Jiahang Zhou, Yanyu Chen, Zicong Hong, Wuhui Chen, Yue Yu, Tao Zhang, Hui Wang, Chuanfu Zhang, Zibin Zheng
Additionally, the paper summarizes the challenges and presents a perspective on the future development direction of foundation model systems.
no code implementations • 21 Nov 2023 • Gengyuan Zhang, Jinhe Bi, Jindong Gu, Yanyu Chen, Volker Tresp
This raises a question: with such weak supervision, can video representation in video-language models gain the ability to distinguish even factual discrepancies in textual description and understand fine-grained events?
no code implementations • 4 Nov 2023 • Yanyu Chen, Yao Yao, Wai Kin Victor Chan, Li Xiao, Kai Zhang, Liang Zhang, Yun Ye
In this paper, we present a scalable and efficient paradigm to address data sparsity and cold-start issues in CDR, named CDR-Adapter, by decoupling the original recommendation model from the mapping function, without requiring re-engineering the network structure.
no code implementations • 31 Oct 2022 • Wenli Yang, Guan Huang, Renjie Li, Jiahao Yu, Yanyu Chen, Quan Bai, Beyong Kang
Convolutional neural network (CNN) models have seen advanced improvements in performance in various domains, but lack of interpretability is a major barrier to assurance and regulation during operation for acceptance and deployment of AI-assisted applications.
1 code implementation • 10 Oct 2022 • Hongyi Zheng, Yanyu Chen, Zihan Zhang
Our project probes the relationship between temperatures and the blossom date of cherry trees.
1 code implementation • 6 Jul 2022 • Dugang Liu, Pengxiang Cheng, Hong Zhu, Xing Tang, Yanyu Chen, Xiaoting Wang, Weike Pan, Zhong Ming, Xiuqiang He
Tabular data is one of the most common data storage formats behind many real-world web applications such as retail, banking, and e-commerce.
no code implementations • 29 Mar 2022 • Yuwen Deng, Donghai Guan, Yanyu Chen, Weiwei Yuan, Jiemin Ji, Mingqiang Wei
This paper studies a practically meaningful ship detection problem from synthetic aperture radar (SAR) images by the neural network.