NTIRE 2026 3D Restoration and Reconstruction in Real-world Adverse Conditions: RealX3D Challenge Results. - Shuhong Liu; Chenyu Bao; Ziteng Cui; Xuangeng Chu; Bin Ren; Lin Gu 003; Xiang Chen; Mingrui Li; Long Ma; Marcos V. Conde; Radu Timofte; Yun Liu; et al. (CoRR, 2026)

CLIP-Guided Data Augmentation for Night-Time Image Dehazing. - Xining Ge; Weijun Yuan; Gengjia Chang; Xuyang Li; Shuhong Liu (CoRR, 2026)

Dual-Branch Remote Sensing Infrared Image Super-Resolution. - Xining Ge; Gengjia Chang; Weijun Yuan; Zhan Li 004; Zhanglu Chen; Boyang Yao; Yihang Chen 005; Yifan Deng; Shuhong Liu (CoRR, 2026)

Beyond Model Design: Data-Centric Training and Self-Ensemble for Gaussian Color Image Denoising. - Gengjia Chang; Xining Ge; Weijun Yuan; Zhan Li; Qiurong Song; Luen Zhu; Shuhong Liu (CoRR, 2026)

Training-Free Model Ensemble for Single-Image Super-Resolution via Strong-Branch Compensation. - Gengjia Chang; Xining Ge; Weijun Yuan; Zhan Li; Qiurong Song; Luen Zhu; Shuhong Liu (CoRR, 2026)

FluxFlow: Conservative Flow-Matching for Astronomical Image Super-Resolution. - Shuhong Liu; Xining Ge; Ziteng Cui; Liuzhuozheng Li; Gengjia Chang; Jun Liu; Ziying Gu; Dong Li; Xuangeng Chu; Lin Gu 003; Tatsuya Harada (CoRR, 2026)

RAWild: Sensor-Agnostic RAW Object Detection via Physics-Guided Curve and Grid Modeling. - Shuhong Liu; Gengjia Chang; Jun Liu; Xuangeng Chu; Yinqiang Zheng; Tatsuya Harada; Ziteng Cui (CoRR, 2026)