Teacher-Guided Causal Interventions for Image Denoising: Orthogonal Content-Noise Disentanglement in Vision Transformers. - Jian Kuai; Zhaoyan Ding; Guijuan Zhang; Dianjie Lu; Zhuoran Zheng (CoRR, 2026)