Author

Junxi Cai

h-index 1 View on Semantic Scholar

We have 1 of 2 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Aug 2026

Prompt-Driven Simulation with Feature Perturbation for Cross-Domain Few-Shot Object Detection

This paper proposes PSP-FSOD, a principled framework that integrates prompt-driven domain simulation with feature perturbation regularization to improve generalization in CD-FSOD, and designs a prompt-driven strategy that leverages the visual grounding capability of large VLMs to jointly model foreground and background...

Linhai Zhuo, Junxi Cai, Tian-Wen Qian et al. · 1 citation