8 citations · 12 across the 13 of their papers we have counts for
4 papers · 1 filter
Stratified Knowledge-Density Super-Network for Scalable Vision Transformers
Longhua Li, Lei Qi, Xin Geng
Training and deploying multiple vision transformer (ViT) models for different resource constraints is costly and inefficient. To address this, we propose transforming a pre-trained…
One-Shot Knowledge Transfer for Scalable Person Re-Identification
Longhua Li, Lei Qi, Xin Geng
Edge computing in person re-identification (ReID) is crucial for reducing the load on central cloud servers and ensuring user privacy. Conventional compression methods for obtainin…
CILP-FGDI: Exploiting Vision-Language Model for Generalizable Person Re-Identification
Huazhong Zhao, Lei Qi, Xin Geng
The Visual Language Model, known for its robust cross-modal capabilities, has been extensively applied in various computer vision tasks. In this paper, we explore the use of CLIP (…
BatStyler: Advancing Multi-category Style Generation for Source-free Domain Generalization
Xiusheng Xu, Lei Qi, Jingyang Zhou +1
Source-Free Domain Generalization (SFDG) aims to develop a model that performs on unseen domains without relying on any source domains. However, the implementation remains constrai…