41 citations · 180 across the 15 of their papers we have counts for
Showing 2026Show all
2 papers · 1 filter
cs.RO2026
VLAQuantBench: Closed-Loop Evaluation of Post-Training Quantization for Vision-Language-Action Models
Jiuyi Xu, Qing Jin, Meida Chen +3
Post-training quantization reduces the memory requirements of vision-language-action (VLA) models, but precision selection must account for the interaction between layer scope, num…
cs.LG2026
Revisiting Diffusion Model Predictions Through Dimensionality
Qing Jin, Chaoyang Wang
Recent advances in diffusion and flow matching models have highlighted a shift in the preferred prediction target -- moving from noise () and velocity (v) to direct da…