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Author

Yuanfei Bao

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Preprint Sep 2026

PhoenixSR: Generative Heterogeneous Distillation Unleashes Efficient Models for Real-World Super-Resolution

Real-world image super-resolution (SR) requires recovering perceptually realistic high-resolution images from complex low-resolution observations while preserving faithful content. Diffusion-based SR benefits from strong generative priors but incurs substantial computational overhead, whereas feed-forward CNN and Trans...

Xin Di, M. Shi, Yuan-Fei Bao et al. · 0 citations
Conference Sep 2026

Temporal-Synergistic Policy Optimization for Unsupervised Low-Light Image Enhancement

This work proposes an unsupervised low-light enhancement framework based on Group Relative Policy Optimization (GRPO), which utilizes perceptual preferences to directly optimize the diffusion policy and introduces a Sliding Window Hybrid ODE-SDE Sampling strategy that confines stochasticity to dynamic sub-intervals, th...

Yuan-Fei Bao, Dong Li, Jie Huang et al. · 0 citations

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