Yuning Huang

2 accepted papers

2026

ENTROPYGS: AN EFFICIENT ENTROPY CODING ON 3D GAUSSIAN SPLATTING

Yuning Huang, Jiahao Pang, Fengqing Zhu, Dong Tian

ICASSP 2026oral

As an emerging novel view synthesis approach, 3D Gaussian Splatting (3DGS) demonstrates fast training/rendering with superior visual quality. The two tasks of 3DGS, Gaussian creation and view rendering, are typically separated over time or devices, and thus storage/transmission and finally compressi…

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2025

Balanced Rate-Distortion Optimization in Learned Image Compression

Yichi Zhang, Zhihao Duan, Yuning Huang, Fengqing Zhu

CVPR 2025highlight

Learned image compression (LIC) using deep learning architectures has seen significant advancements, yet standard rate-distortion (R-D) optimization often encounters imbalanced updates due to diverse gradients of the rate and distortion objectives. This imbalance can lead to suboptimal optimization,…

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