图像生成

Remove360: Benchmarking Residuals After Object Removal in 3D Gaussian Splatting

Remove360: 3D高斯散射中物体移除后残差的基准测试

Simona Kocour, Assia Benbihi, Torsten Sattler

机构 * CTU in Prague, Czech Republic（布拉格CTU，捷克共和国） 纠错

专题命中 图像生成评测 ：inpainting(abstract)；分类 cs.CV

AI总结 本文提出Remove360数据集和评估框架，用于量化3D高斯散射中物体移除后的语义残差，揭示几何移除与语义擦除之间的差距，强调隐私保护移除方法的必要性。

SOL-ExecBench: Speed-of-Light Benchmarking for Real-World GPU Kernels Against Hardware Limits

SOL-ExecBench：面向真实世界GPU内核的光速基准测试，针对硬件极限

Edward Lin, Sahil Modi, Siva Kumar Sastry Hari, Qijing Huang, Zhifan Ye, Nestor Qin, Fengzhe Zhou, Yuan Zhang, Jingquan Wang, Sana Damani, Dheeraj Peri, Ouye Xie, Aditya Kane, Moshe Maor, Michael Behar, Triston Cao, Rishabh Mehta, Vartika Singh, Vikram Sharma Mailthody, Terry Chen, Zihao Ye, Hanfeng Chen, Tianqi Chen, Vinod Grover, Wei Chen, Wei Liu, Eric Chung, Luis Ceze, Roger Bringmann, Cyril Zeller, Michael Lightstone, Christos Kozyrakis, Humphrey Shi

机构 * NVIDIA 纠错

专题命中 图像生成评测 ：diffusion(abstract)

AI总结 SOL-ExecBench通过235个CUDA内核优化问题，针对NVIDIA Blackwell GPU的硬件极限，提出基于Speed-of-Light（SOL）的基准测试方法，评估内核优化效果。