Author name: Xin Peng, Ang Gao

Flow Matching with Arbitrary Auxiliary Paths

Xin Peng, Ang Gao / May 8, 2026

arXiv:2605.06364v1 Announce Type: cross
Abstract: We introduce a new generative modeling framework, \textbf{Flow Matching with Arbitrary Auxiliary Paths (AuxPath-FM)}, which generalizes conditional flow matching by incorporating an auxiliary variable …

cs.AI

P-Guide: Parameter-Efficient Prior Steering for Single-Pass CFG Inference

Xin Peng, Ang Gao / May 8, 2026

arXiv:2605.06124v1 Announce Type: new
Abstract: Classifier-Free Guidance (CFG) is essential for high-fidelity conditional generation in flow matching, yet it imposes significant computational overhead by requiring dual forward passes at each sampling …