no code implementations • 1 Apr 2024 • Yulin Chen, Guoheng Huang, Kai Huang, Zijin Lin, Guo Zhong, Shenghong Luo, Jie Deng, Jian Zhou
This novel framework offers improved performance with fewer parameters and holds significant potential for accurate segmentation of lesion regions in various medical tasks, making it clinically valuable.
no code implementations • 1 Apr 2024 • Qiusen Wei, Guoheng Huang, Xiaochen Yuan, Xuhang Chen, Guo Zhong, Jianwen Huang, Jiajie Huang
Thanks to the lightweight nature of the decoder and AQP, we can handle multiple datasets by sharing the backbone encoder and then only perform partial parameter tuning without incurring much additional cost.
1 code implementation • 18 Aug 2023 • Lin Yuan, Guoheng Huang, Fenghuan Li, Xiaochen Yuan, Chi-Man Pun, Guo Zhong
This module can construct the interaction between different modalities and capture long-range contextual information based on similarity clusters.
no code implementations • 27 Apr 2023 • Shengchao Chen, Ting Shu, Huan Zhao, Guo Zhong, Xunlai Chen
TempEE avoids using auto-regression and instead employs a one-step forward strategy to prevent cumulative error spreading during the extrapolation process.
no code implementations • 10 Apr 2023 • Wenyun Li, Guo Zhong, Xingyu Lu, Chi-Man Pun
This article proposes a multiview hashing with learnable parameters to retrieve the queried images for a large-scale remote sensing dataset.