Efficient AI
Efficient AI
News
Blog
Publications
Light
Dark
Automatic
VLM
Fast-dDrive: Efficient Block-Diffusion VLM for Autonomous Driving
End-to-end autonomous driving via Vision-Language-Action (VLA) models demands a precarious balance between high-fidelity trajectory …
Kewei Zhang
,
Jin Wang
,
Sensen Gao
,
Chengyue Wu
,
Yulong Cao
,
Songyang Han
,
Boris Ivanovic
,
Langechuan Liu
,
Marco Pavone
,
Song Han
,
Daquan Zhou
,
Enze Xie
PDF
Cite
Code
Project
Fast-dVLM: Efficient Block-Diffusion VLM via Direct Conversion from Autoregressive VLM
Vision-language models (VLMs) predominantly rely on autoregressive decoding, which generates tokens one at a time and fundamentally …
Chengyue Wu
,
Shiyi Lan
,
Yonggan Fu
,
Sensen Gao
,
Jin Wang
,
Jincheng YU
,
Jose M. Alvarez
,
Pavlo Molchanov
,
Ping Luo
,
Song Han
,
Ligeng Zhu
,
Enze Xie
PDF
Cite
Code
Project
Cite
×