Abstract: Parallel Bayesian optimization is crucial for solving expensive black-box problems, yet batch acquisition strategies remain a challenge. To address this, we propose a novel parallel ...

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Abstract: This paper proposes HyperGS, the first complete hardware accelerator implementation for 3D Gaussian Splatting with algorithmic optimization. Through an in-depth analysis of the Gaussian ...