2 papers
cs.CV2025
Complementary Subspace Low-Rank Adaptation of Vision-Language Models for Few-Shot Classification
Zhongqi Wang, Jia Dai, Kai Li +3
Vision language model (VLM) has been designed for large scale image-text alignment as a pretrained foundation model. For downstream few shot classification tasks, parameter efficie…
cs.CV2024
Plug-and-Play Algorithm Convergence Analysis From The Standpoint of Stochastic Differential Equation
Zhongqi Wang, Bingnan Wang, Maosheng Xiang
The Plug-and-Play (PnP) algorithm is popular for inverse image problem-solving. However, this algorithm lacks theoretical analysis of its convergence with more advanced plug-in den…