Author

Qiang Qu

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#artificial intelligence May 2026

Aes3D: Aesthetic Assessment in 3D Gaussian Splatting

Aes3D, the first systematic framework for assessing the aesthetics of 3D neural rendering scenes, is proposed, and Aes3DGSNet, a lightweight model that directly predicts scene-level aesthetic scores from 3DGS representations, is presented, a lightweight model that operates solely on 3D Gaussian primitives.

Chuanzhi Xu, Bo-Er Wei, Hao-Xian Zhou et al. · arXiv.org · 1 citation

#machine learning Jun 2026

FracEvent: Event-Camera Simulation via Fractional-Relaxation Pixel Dynamics

FracEvent, an event simulator that models this pixel-level lifecycle with fractional-relaxation voltage dynamics, improves the temporal structure of generated events and achieves stronger downstream-transfer results than competing simulator baselines, showing its practical value for event-camera simulation.

Langyi Chen, Chuanzhi Xu, Haoxian Zhou et al. · arXiv.org · 1 citation