Zero-Shot Aerial Object Detection with Visual Description Regularization

no code implementations • 28 Feb 2024 • Zhengqing Zang, Chenyu Lin, Chenwei Tang, Tao Wang, Jiancheng Lv

Instead of directly encoding the descriptions into class embedding space which suffers from the representation gap problem, we propose to infuse the prior inter-class visual similarity conveyed in the descriptions into the embedding learning.

Object object-detection +1

VCL Challenges 2023 at ICCV 2023 Technical Report: Bi-level Adaptation Method for Test-time Adaptive Object Detection

no code implementations • 13 Oct 2023 • Chenyu Lin, Yusheng He, Zhengqing Zang, Chenwei Tang, Tao Wang, Jiancheng Lv

This report outlines our team's participation in VCL Challenges B Continual Test_time Adaptation, focusing on the technical details of our approach.

object-detection Object Detection