Aug 2026
YOLO-TVP: Real-time open-vocabulary object detection with Semantic-Target Soft Cross-Entropy and text-visual prompts
With scratch-trained detector weights and frozen vision-language encoders used only for prompt-side priors, YOLO-TVP achieves competitive prompt-conditioned detection while preserving real-time efficiency, verifying its advances in semantic alignment and prompt-adaptive detection.
Zhong-Hao Wang, Jun Huang, Yu Kang et al.
· Intelligent Data Analysis · 0 citations