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Hainuo Wang

3 accepted papers

2026

Rectifying Latent Space for Generative Single-Image Reflection Removal

CVPR 2026

Single-image reflection removal is a highly ill-posed problem, where existing methods struggle to reason about the composition of corrupted regions, causing them to fail at recovery and generalization in the wild. This work reframes an editing-purpose latent diffusion model to effectively perceive a

Cited by 0SourceScholar
2025

MODEM: A Morton-Order Degradation Estimation Mechanism for Adverse Weather Image Recovery

NeurIPS 2025poster

Restoring images degraded by adverse weather remains a significant challenge due to the highly non-uniform and spatially heterogeneous nature of weather-induced artifacts, \emph{e.g.}, fine-grained rain streaks versus widespread haze. Accurately estimating the underlying degradation can intuitively…

Cited by 0SourcecodeScholar
2024

Single Image Reflection Separation via Dual-Stream Interactive Transformers

NeurIPS 2024poster

Despite satisfactory results on ``easy'' cases of single image reflection separation, prior dual-stream methods still suffer from considerable performance degradation when facing complex ones, i.e, the transmission layer is densely entangled with the reflection having a wide distribution of spatial…