2 papers
cs.CV2026
Beyond Uniform Restoration: Empowering All-in-One Restoration with Pixel-Level Multimodal Guidance
Chunxiao Liu, Wei Liu, Anbin Xiong +1
All-in-one image restoration is a unified low-level vision task that aims to effectively recover high-quality images from inputs degraded by various types and levels of corruption…
cs.CV2026
Preserve More Details: Mitigating Content Drift in Real-World Image Super-Resolution
Chunxiao Liu, Wei Liu, Anbin Xiong +1
Real-world image super-resolution (Real-ISR) aims to reconstruct high-quality (HQ) images from low-quality (LQ) inputs subject to diverse real-world degradations. Recent advances h…