 Channel Consistency Prior and Self-Reconstruction Strategy Based Unsupervised Image DerainingComputer Vision and Pattern Recognition (CVPR), 2025 |
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 An Intelligent Agentic System for Complex Image Restoration ProblemsInternational Conference on Learning Representations (ICLR), 2024 |
 Interpreting Low-level Vision Models with Causal Effect MapsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 |
 Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic
Image Restoration In the WildComputer Vision and Pattern Recognition (CVPR), 2024 |
 Crafting Training Degradation Distribution for the
Accuracy-Generalization Trade-off in Real-World Super-ResolutionInternational Conference on Machine Learning (ICML), 2023 |
