2025
Confusion-Aware Prototypical Contrastive Learning for Open-Vocabulary Object Detection
ICASSP 2025accepted
Pre-trained vision-language models (PVLMs) and pseudo-labeling have proven effective in open-vocabulary object detection (OVD). However, when PVLMs trained on image-text data are adapted for OVD tasks, they often encounter challenges with region-text misalignment, resulting in low-quality pseudo-lab…