A Simple Efficiency Incremental Learning Framework via Vision-Language Model with Nonlinear Multi-Adapters

Haihua Luo, Xuming Ran, Jiangrong Shen +5

Incremental Learning (IL) aims to learn new tasks while preserving previously acquired knowledge. Integrating the zero-shot learning capabilities of pre-trained vision-language mod…