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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Guangqin Zhang

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2 papers indexed here

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Open access Sep 2026

Frequency-Domain Enhancement and Multi-Scale Residual Modeling for Single-Image Reflection Separation

Single-image reflection separation aims to recover transmission and reflection layers from an image captured through glass and is an important problem in computational photography and low-level vision. Recent dual-stream interactive methods have achieved substantial progress, but most of them still rely mainly on linea...

Limei Xiao, Xiao-Dong Wang, Ce Li et al. · 0 citations
Preprint Aug 2026

Physics-Guided Generative Surrogates for Parametric Rarefied Flows with Neural-Field Auto-Decoders: A Pipeline-Level Study of Flow Matching and Diffusion

The results validate sampling-based conditional transport on the shared representation as an effective steady surrogate, with a natural route to multivalued or stochastic solution families, with a natural route to multivalued or stochastic solution families.

Yilun Qi, Guan Zhang, Xu Wang et al. · 0 citations

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