98 citations · 103 across the 13 of their papers we have counts for
Showing 2025Show all
2 papers · 1 filter
cs.CV2025
OMEGA: Optimized Multimodal Position Encoding Index Derivation with Global Adaptive Scaling for Vision-Language Models
Ruoxiang Huang, Xindian Ma, Rundong Kong +2
Vision-Language Models (VLMs) have demonstrated strong performance across various multimodal tasks, where position encoding plays a vital role in modeling both the sequential struc…
cs.LG2025
MicroMix: Efficient Mixed-Precision Quantization with Microscaling Formats for Large Language Models
Wenyuan Liu, Haoqian Meng, Yilun Luo +3
Quantization significantly accelerates inference in large language models (LLMs) by replacing original high-precision matrices with low-precision counterparts. Recent advances in w…