Author

Wen-Ping Wang

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Preprint Sep 2026

S4VY: Segment Anything in Feed-Forward 4D Visual Geometry

Accurate instance segmentation in dynamic scenes is important for downstream applications such as robotics and autonomous driving. Existing Segment Anything models operate primarily on 2D image or video masks and preserve identity through sequential memory, while promptable 4D instance segmentation built upon feed-forw...

Jingdong Zhang, Xin Li, Jan Kautz et al. · 0 citations

#artificial intelligence Apr 2026

DiffHDR: Re-Exposing LDR Videos with Video Diffusion Models

DiffHDR is presented, a framework that formulates LDR-to-HDR conversion as a generative radiance inpainting task within the latent space of a video diffusion model that significantly outperforms state-of-the-art approaches in radiance fidelity and temporal stability.

Zhengming Yu, Li Ma, Mingming He et al. · arXiv.org · 2 citations