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cs.LG2025
Analytical Survey of Learning with Low-Resource Data: From Analysis to Investigation
Xiaofeng Cao, Mingwei Xu, Xin Yu +8
Learning with high-resource data has demonstrated substantial success in artificial intelligence (AI); however, the costs associated with data annotation and model training remain…
cs.CV2025
StructSR: Refuse Spurious Details in Real-World Image Super-Resolution
Yachao Li, Dong Liang, Tianyu Ding +1
Diffusion-based models have shown great promise in real-world image super-resolution (Real-ISR), but often generate content with structural errors and spurious texture details due…