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Jia-Ming Zhang

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Jul 2026

PI-Splatting: Perceptual Importance-guided Compression for Efficient Gaussian Splatting

3D Gaussian Splatting (3DGS) has recently emerged as a prominent paradigm for novel view synthesis due to its high-fidelity and real-time rendering capabilities. However, its explicit scene representation typically requires a large number of Gaussian primitives, leading to substantial storage overhead and significant r...

Hong-Bin Zhou, Jia-Ming Zhang, Zhang-Kai Ni · 0 citations
#artificial intelligence Preprint Sep 2026

In-Place Instruction Following in Diffusion Language Models

Diffusion Large Language Models (dLLMs) generate text via bidirectional iterative denoising, naturally supporting user-specified constraints anchored at arbitrary output positions, a paradigm known as In-place Prompting (IPP). We formalize this as the In-place Instruction Following (IIF) task and construct IIF-Bench, a...

Zheng Nie, Zhe-Rui Li, Jia-Ming Zhang et al. · 0 citations

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