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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Wenhao Zhang

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2 papers indexed here

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Preprint Sep 2026

PixelDense: Dense Prediction as Representation Alignment for Pixel Diffusion

Representation alignment (REPA) accelerates diffusion transformer training, but its alignment targets are almost exclusively semantic encoders such as DINOv2 and CLIP. Recent analysis points to spatial structure, not global semantics, as the carrier of the alignment effect, yet dense-prediction foundation models traine...

Lehan Yang, Dai-Qing Qi, Wen-Hao Zhang et al. · 0 citations
Preprint Aug 2026

ReX-Shot: Single-Image Rephotography via Geometry- and Camera-Grounded Generation

ReX-Shot is the first unified framework to jointly control viewpoint, focal length, and parameterized photographic effects from a single image, and Experiments show that ReX-Shot outperforms representative baselines across all three controls while enabling near-real-time interactive rephotography.

Rui-Qi Zhang, Hao Zhu, Wen-Hao Zhang et al. · 0 citations

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