Zhipin Deng — accepted AI-conference papers

2026

Content-Adaptive Hierarchical Hyperprior for Neural Video Coding

Junqi Liao, Yaojun Wu, Chaoyi Lin, Zhipin Deng, Li Li, Dong Liu +1

CVPR 2026

While neural video codecs (NVCs) have recently demonstrated superior performance over traditional codecs through end-to-end learning, existing approaches primarily focus on architectural enhancements and coding module design, with limited exploration into optimizing hierarchical structures--specific

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2026

GauMVC: Generative Decoupled Gaussian Representation for Human-centric Multi-view Video Compression

Ruoke Yan, Mingjia Yang, Xinfeng Zhang, Haocheng Tang, Qian Yin, Zhipin Deng +3

CVPR 2026

Human-centric multi-view video has a clear semantic structure: a static background and dynamic human motion. We propose a generative compression framework that explicitly decouples these components. The background is modeled once with 3D Gaussian Splatting, while the human is represented by a person

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