Author

Sibin Deng

3 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

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

Preprint Sep 2026

FastVR: Efficient Streaming Video Restoration with One-Step Diffusion

Diffusion-based video restoration recovers realistic details, but its practical deployment is limited by two efficiency bottlenecks: costly VAE encoding and decoding, and the quadratic cost of full self-attention in diffusion transformers (DiTs). This paper presents FastVR, a streaming video restoration framework built...

Xiao-Xu Chen, Qin Yang, Hao-Ran Bai et al. · 0 citations

Preprint Aug 2026

GraftSR: Grafting Authentic Textures for Real-World Image Super-Resolution via Identical-Instance Guidance

Diffusion-based real-world image super-resolution (SR) achieves impressive perceptual quality but inherently suffers from severe texture hallucination. To overcome this limitation, we propose GraftSR, a texture-reference-guided generative SR framework that leverages reference images of the identical instance to anchor...

Qiao Yu, Haoran Bai, Zongyao He et al. · 0 citations