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cs.CV2026
Continuous Exposure-Time Modeling for Realistic Atmospheric Turbulence Synthesis
Junwei Zeng, Dong Liang, Sheng-Jun Huang +2
Atmospheric turbulence significantly degrades long-range imaging by introducing geometric warping and exposure-time-dependent blur, which adversely affects both visual quality and…
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…
cs.CV2024
Relative Difficulty Distillation for Semantic Segmentation
Dong Liang, Yue Sun, Yun Du +2
Current knowledge distillation (KD) methods primarily focus on transferring various structured knowledge and designing corresponding optimization goals to encourage the student net…