QATMA: Quantization-Aware Training with Multimodal Alignment for Open-Vocabulary Object Detection

Jinyeong Park, Donghwa Kang, Brent ByungHoon Kang +4

Quantizing open-vocabulary object detection (OVOD) models reduces their memory and computational costs, but extremely low-bit quantization severely degrades both cross-modal (regio…