2 papers
cs.CV2026
Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration
Hanzhou Liu, Peng Jiang, Jia Huang +1
Restoring 3D scenes with low-light conditions is challenging, and most existing methods depend on precomputed camera poses and scene-specific optimization, which greatly restricts…
cs.CV2025
XYScanNet: A State Space Model for Single Image Deblurring
Hanzhou Liu, Chengkai Liu, Jiacong Xu +2
Deep state-space models (SSMs), like recent Mamba architectures, are emerging as a promising alternative to CNN and Transformer networks. Existing Mamba-based restoration methods p…