1 code implementation • 21 Jan 2025 • Shiyue Zhang, Zheng Chong, Xi Lu, Wenqing Zhang, Haoxiang Li, Xujie Zhang, Jiehui Huang, Xiao Dong, Xiaodan Liang
Building on the success of diffusion models, significant advancements have been made in multimodal image generation tasks.
no code implementations • 29 Jul 2024 • Zhe Li, Ronghui Xu, Jilin Hu, Zhong Peng, Xi Lu, Chenjuan Guo, Bin Yang
By segmenting the limited buoy observational data temporally, encoding the buoys' locations spatially, and designing prompt templates, Orca capitalizes on the robust generalization ability of LLMs to estimate significant wave height effectively with limited data.
1 code implementation • 3 Jun 2024 • Junhao Cheng, Xi Lu, Hanhui Li, Khun Loun Zai, Baiqiao Yin, Yuhao Cheng, Yiqiang Yan, Xiaodan Liang
As cutting-edge Text-to-Image (T2I) generation models already excel at producing remarkable single images, an even more challenging task, i. e., multi-turn interactive image generation begins to attract the attention of related research communities.
1 code implementation • 29 Apr 2024 • Junhao Cheng, Baiqiao Yin, Kaixin Cai, Minbin Huang, Hanhui Li, Yuxin He, Xi Lu, Yue Li, Yifei Li, Yuhao Cheng, Yiqiang Yan, Xiaodan Liang
To address this issue, we introduce TheaterGen, a training-free framework that integrates large language models (LLMs) and text-to-image (T2I) models to provide the capability of multi-turn image generation.
no code implementations • 23 Apr 2024 • Bohao Lu, Zhiqing Wei, Huici Wu, Xinrui Zeng, Lin Wang, Xi Lu, Dongyang Mei, Zhiyong Feng
Utilizing widely distributed communication nodes to achieve environmental reconstruction is one of the significant scenarios for Integrated Sensing and Communication (ISAC) and a crucial technology for 6G.
no code implementations • 19 Apr 2024 • Xi Lu, Zhiqing Wei, Ruizhong Xu, Lin Wang, Bohao Lu, Jinghui Piao
Specifically, a multiple signal classification (MUSIC)-based symbol-level fusion method is proposed for UAV localization and velocity estimation, consisting of a single-BS preprocessing step and a lattice points searching step.
no code implementations • 21 Feb 2022 • Jinjiang Guo, Qi Liu, Han Guo, Xi Lu
Robust and efficient interpretation of QSAR methods is quite useful to validate AI prediction rationales with subjective opinion (chemist or biologist expertise), understand sophisticated chemical or biological process mechanisms, and provide heuristic ideas for structure optimization in pharmaceutical industry.
no code implementations • 23 Feb 2021 • Xi Lu, Kun Fan, Jie Ren, Cen Wu
In this study, we propose a novel marginal Bayesian variable selection method for G$\times$E studies.
Variable Selection
Methodology