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cs.CV2026
Spectral-Structured Diffusion for Single-Image Rain Removal
Yucheng Xing, Xin Wang
Rain streaks manifest as directional and frequency-concentrated structures that overlap across multiple scales, making single-image rain removal particularly challenging. While dif…
cs.LG2026
N-Tree Diffusion for Long-Horizon Wildfire Risk Forecasting
Yucheng Xing, Xin Wang
Long-horizon wildfire risk forecasting requires generating probabilistic spatial fields under sparse event supervision while maintaining computational efficiency across multiple pr…