用任务令牌驱动图像修复，让恢复过程更具目标性，看懂新一代视觉任务范式。
arXiv:2606.26615v1 Announce Type: new Abstract: While traditional image restoration focuses on perceptual quality, Task-Driven Image Restoration (TDIR…
一个功能丰富的Rust图像反卷积库，集成28种恢复算法，兼顾实用与科研。
I've been working on deconvolution, a comprehensive Rust image deconvolution and restoration library. Deconvolution implements 28 different image deco…
提出IRPO方法，利用后训练GRPO显著提升图像恢复性能，为低层视觉任务带来新突破。
arXiv:2512.00814v3 Announce Type: replace Abstract: Post-training has become effective for high-level generation, but its role in low-level vision rem…
不用重新训练，直接调用预训练RGB去噪器就能修复高光谱图像，省时省成本
arXiv:2605.24769v1 Announce Type: cross Abstract: Hyperspectral image restoration faces several challenges, including limited training data, strong se…
突破传统MMSE，用ProxiMAP提升PnP图像恢复性能，理论创新与实验验证兼具。
arXiv:2605.16396v1 Announce Type: cross Abstract: Plug-and-Play (PnP) methods have become standard tools for solving imaging inverse problems by repla…