1 code implementation • 16 Jan 2025 • Qingyun Li, Yushi Chen, Xinya Shu, Dong Chen, Xin He, Yi Yu, Xue Yang
In this paper, we present a simple baseline for applying MLMs to aerial detection for the first time, named LMMRotate.
1 code implementation • 12 Jun 2024 • Qingyun Li, Zhe Chen, Weiyun Wang, Wenhai Wang, Shenglong Ye, Zhenjiang Jin, Guanzhou Chen, Yinan He, Zhangwei Gao, Erfei Cui, Jiashuo Yu, Hao Tian, Jiasheng Zhou, Chao Xu, Bin Wang, Xingjian Wei, Wei Li, Wenjian Zhang, Bo Zhang, Pinlong Cai, Licheng Wen, Xiangchao Yan, Zhenxiang Li, Pei Chu, Yi Wang, Min Dou, Changyao Tian, Xizhou Zhu, Lewei Lu, Yushi Chen, Junjun He, Zhongying Tu, Tong Lu, Yali Wang, LiMin Wang, Dahua Lin, Yu Qiao, Botian Shi, Conghui He, Jifeng Dai
In this paper, we introduce OmniCorpus, a 10 billion-scale image-text interleaved dataset.
1 code implementation • 29 Apr 2024 • Lingbo Huang, Yushi Chen, Xin He
Among the many deep models, Transformer has gradually attracted interest for its excellence in modeling the long-range dependencies of spatial-spectral features in HSI.
1 code implementation • 3 Aug 2023 • Weiyun Wang, Min Shi, Qingyun Li, Wenhai Wang, Zhenhang Huang, Linjie Xing, Zhe Chen, Hao Li, Xizhou Zhu, Zhiguo Cao, Yushi Chen, Tong Lu, Jifeng Dai, Yu Qiao
We present the All-Seeing (AS) project: a large-scale data and model for recognizing and understanding everything in the open world.
1 code implementation • 9 Mar 2023 • Ying Zeng, Yushi Chen, Xue Yang, Qingyun Li, Junchi Yan
Existing oriented object detection methods commonly use metric AP$_{50}$ to measure the performance of the model.
no code implementations • 26 Oct 2019 • Shutao Li, Weiwei Song, Leyuan Fang, Yushi Chen, Pedram Ghamisi, Jón Atli Benediktsson
Specifically, we first summarize the main challenges of HSI classification which cannot be effectively overcome by traditional machine learning methods, and also introduce the advantages of deep learning to handle these problems.
1 code implementation • 9 Nov 2015 • Zhouhan Lin, Yushi Chen, Xing Zhao, Gang Wang
Hyperspectral image (HSI) classification is a hot topic in the remote sensing community.