Search Results for author: An Tao

Found 3 papers, 3 papers with code

Dynamics-aware Adversarial Attack of Adaptive Neural Networks

1 code implementation15 Oct 2022 An Tao, Yueqi Duan, Yingqi Wang, Jiwen Lu, Jie zhou

To address this issue, we propose a Leaded Gradient Method (LGM) and show the significant effects of the lagged gradient.

Adversarial Attack Computational Efficiency

Dynamics-aware Adversarial Attack of 3D Sparse Convolution Network

1 code implementation17 Dec 2021 An Tao, Yueqi Duan, He Wang, Ziyi Wu, Pengliang Ji, Haowen Sun, Jie zhou, Jiwen Lu

It results in a serious issue of lagged gradient, making the learned attack at the current step ineffective due to the architecture changes afterward.

3D Classification 3D Semantic Segmentation +2

SegGroup: Seg-Level Supervision for 3D Instance and Semantic Segmentation

1 code implementation18 Dec 2020 An Tao, Yueqi Duan, Yi Wei, Jiwen Lu, Jie zhou

Most existing point cloud instance and semantic segmentation methods rely heavily on strong supervision signals, which require point-level labels for every point in the scene.

3D Instance Segmentation 3D Semantic Segmentation +1

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