notesum.ai

Published at October 23

Training Free Guided Flow Matching with Optimal Control

cs.RO

cs.AI

Released Date: October 23, 2024

Authors: Luran Wang¹, Chaoran Cheng², Yizhen Liao³, Yanru Qu², Ge Liu²

Aff.: ¹University of Cambridge; ²University of Illinois Urbana-Champaign; ³Tsinghua University

Arxiv: https://arxiv.org/abs/2410.18070v1

Refer to caption

Method	LPIPS ↓	ID ↑	CLIP ↑
CG + RF	0.346	0.643	0.292
CG + LDM	0.383	0.513	0.298
DiffusionCLIP	0.398	0.659	0.285
StyleCLIP + e4e	0.359	0.704	0.267
FlowGrad + RF	0.302	0.737	0.299
OC-Flow (Ours)	0.207	0.732	0.302