3 papers
cs.CV2025
CLIP-aware Domain-Adaptive Super-Resolution
Zhengyang Lu, Qian Xia, Weifan Wang +1
This work introduces CLIP-aware Domain-Adaptive Super-Resolution (CDASR), a novel framework that addresses the critical challenge of domain generalization in single image super-res…
cs.CV2025
Differentiable NMS via Sinkhorn Matching for End-to-End Fabric Defect Detection
Zhengyang Lu, Bingjie Lu, Weifan Wang +1
Fabric defect detection confronts two fundamental challenges. First, conventional non-maximum suppression disrupts gradient flow, which hinders genuine end-to-end learning. Second,…
cs.CV2024
Single-image reflection removal via self-supervised diffusion models
Zhengyang Lu, Weifan Wang, Tianhao Guo +1
Reflections often degrade the visual quality of images captured through transparent surfaces, and reflection removal methods suffers from the shortage of paired real-world samples.…