HUGS: Holistic Urban 3D Scene Understanding via Gaussian Splatting

no code implementations • 19 Mar 2024 • HongYu Zhou, Jiahao Shao, Lu Xu, Dongfeng Bai, Weichao Qiu, Bingbing Liu, Yue Wang, Andreas Geiger, Yiyi Liao

Holistic understanding of urban scenes based on RGB images is a challenging yet important problem.

Novel View Synthesis Scene Understanding

Defending Against Adversarial Attack in ECG Classification with Adversarial Distillation Training

no code implementations • 14 Mar 2022 • Jiahao Shao, Shijia Geng, Zhaoji Fu, Weilun Xu, Tong Liu, Shenda Hong

The results show that our method performed more effectively against adversarial attacks targeting on ECG classification than the other baseline methods, namely, adversarial training, defensive distillation, Jacob regularization, and noise-to-signal ratio regularization.

Adversarial Attack Classification +1