AAAI 2026Technical
Bi-VLM: Binary Post-Training Quantization for Vision-Language Models
Authors: Xijun Wang, Rayyan Abdalla, Junyun Huang, Chengyuan Zhang, Ruiqi Xian, Dinesh Manocha
Abstract
We address the critical gap between the computational demands of vision-language models and the possible ultra-low-bit weight precision (bitwidth