3 papers
cs.CV2025
AdaFV: Rethinking of Visual-Language alignment for VLM acceleration
Jiayi Han, Liang Du, Yiwen Wu +3
The success of VLMs often relies on the dynamic high-resolution schema that adaptively augments the input images to multiple crops, so that the details of the images can be retaine…
cs.LG2025
SLIM: Let LLM Learn More and Forget Less with Soft LoRA and Identity Mixture
Jiayi Han, Liang Du, Hongwei Du +4
Although many efforts have been made, it is still a challenge to balance the training budget, downstream performance, and the general capabilities of the LLMs in many applications.…
cs.CV2024
ESP-Zero: Unsupervised enhancement of zero-shot classification for Extremely Sparse Point cloud
Jiayi Han, Zidi Cao, Weibo Zheng +4
In recent years, zero-shot learning has attracted the focus of many researchers, due to its flexibility and generality. Many approaches have been proposed to achieve the zero-shot…