URDS: A Dual-Branch ViTs and CNNs Framework for Unpaired Raindrop and Rain Streak Removal. - Nianyun Liu; Kebin Sha; Junwei Yan; Xinxi Xie (IEEE Access, 2025)

Unsupervised adverse weather-degraded image restoration via contrastive learning. - Xinxi Xie; Quan Liu 001; Jun Yang 014; Hao Zhang; Zijun Zhou; Chuanjie Zhang; Junwei Yan (Knowl. Based Syst., 2025)