@inproceedings{zhang-etal-2026-generative-discriminative, title = "Generative-to-Discriminative Test-Time Adaptation via Manifold-Aware Diffusion and {B}ayesian Distillation", author = "Zhang, Boyun and Xie, Zequn and Feng, Fangming and Zhang, Zihan and He, Yongbo and Wang, Chuxin and Cai, Sihang and Jin, Tao and Zhang, Qifei", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.350/", pages = "7052--7062", ISBN = "979-8-89176-395-1" }