no code implementations • 7 Mar 2024 • Biqing Qi, Junqi Gao, Xingquan Chen, Dong Li, Jianxing Liu, Ligang Wu, BoWen Zhou
However, current EM-based methods retrieves memory globally by performing Vector-to-Vector (V2V) interaction between features corresponding to the input and prototypes stored in EM, neglecting the geometric structure of local features.
1 code implementation • 5 Mar 2024 • Biqing Qi, Xingquan Chen, Junqi Gao, Dong Li, Jianxing Liu, Ligang Wu, BoWen Zhou
Drawing on Complementary Learning System theory, this paper presents a novel Interactive Continual Learning (ICL) framework, enabled by collaborative interactions among models of various sizes.
no code implementations • 26 Feb 2024 • Biqing Qi, Junqi Gao, Yiang Luo, Jianxing Liu, Ligang Wu, BoWen Zhou
The rise of generative neural networks has triggered an increased demand for intellectual property (IP) protection in generated content.
no code implementations • 22 Feb 2023 • Jiyuan Kuang, Yabin Gao, Yizhuo Sun, Jiahui Wang, Aohua Liu, Yue Zhao, Jianxing Liu
In anothor word, the settling time under the presented controller is independent of the initial conditions and equals the prescribed time instant.