2 papers
cs.LG2026
NeuCME: Toward Dynamic Multimodal Continual Learning via Neural Combinatorics of Multiple Experts
Kai Guo, Chuanbin Liu, Peng Hu +2
Multimodal continual learning has recently shown great potential for developing agents with human-like intelligence by continuously learning new tasks across multiple modalities. H…
cs.NE2024
A Landscape-Aware Differential Evolution for Multimodal Optimization Problems
Guo-Yun Lin, Zong-Gan Chen, Chuanbin Liu +4
How to simultaneously locate multiple global peaks and achieve certain accuracy on the found peaks are two key challenges in solving multimodal optimization problems (MMOPs). In th…