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

Author

Wang-Meng Zuo

h-index 12 View on Semantic Scholar

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Preprint Sep 2026

ZoomDiff: A High-Fidelity Diffusion Model for Dual-Camera Smooth Zooming

Digital zoom transitions between dual cameras often exhibit conspicuous discontinuities in geometric structure and chromatic consistency, degrading the user experience. While recent dual-camera smooth zoom (DCSZ) methods attempt to mitigate this by fine-tuning frame interpolation (FI) models on DCSZ data, they struggle...

Jia-Yi Zhang, Ren-Rong Wu, Yu-Kang Ding et al. · 0 citations
Aug 2026

FaverNet: All-in-One Video Restoration via Frequency-Discriminative Conditioning

This work proposes FaverNet, a Frequency-guided All-in-one VidEo Restoration Network, which incorporates a Frequency-discriminative Conditioning Mechanism (FCM) and a Prompt-guided Alignment Mechanism (PAM), which enhances the degradation-awareness of the restoration process by conditioning the model with degradation c...

Haiyu Zhao, Yuanbiao Gou, Boyun Li et al. · 0 citations

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