2 papers
cs.LG2025
Frequency-Integrated Transformer for Arbitrary-Scale Super-Resolution
Xufei Wang, Fei Ge, Jinchen Zhu +3
Methods based on implicit neural representation have demonstrated remarkable capabilities in arbitrary-scale super-resolution (ASSR) tasks, but they neglect the potential value of…
cs.CV2025
Realistic Noise Synthesis with Diffusion Models
Qi Wu, Mingyan Han, Ting Jiang +5
Deep denoising models require extensive real-world training data, which is challenging to acquire. Current noise synthesis techniques struggle to accurately model complex noise dis…