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cs.CV2026
Frequency Decoupled Framework for Screen Content Image Super-Resolution
Xufei Wang, Qicheng Zhang, Qi Wu +2
Methods based on implicit neural representations have demonstrated superior performance in Screen Content Image Super-Resolution (SCISR) . However, they overlooked the inherent fre…
cs.CV2026
PiD: Fast and High-Resolution Latent Decoding with Pixel Diffusion
Yifan Lu, Qi Wu, Jay Zhangjie Wu +4
Most practical high-resolution text-to-image systems, including latent diffusion and autoregressive models, perform generation in a compact latent space, and a decoder maps the gen…