Search Results for author: Zihui Zhang

Found 4 papers, 2 papers with code

LMSanitator: Defending Prompt-Tuning Against Task-Agnostic Backdoors

1 code implementation26 Aug 2023 Chengkun Wei, Wenlong Meng, Zhikun Zhang, Min Chen, Minghu Zhao, Wenjing Fang, Lei Wang, Zihui Zhang, Wenzhi Chen

Instead of directly inverting the triggers, LMSanitator aims to invert the predefined attack vectors (pretrained models' output when the input is embedded with triggers) of the task-agnostic backdoors, which achieves much better convergence performance and backdoor detection accuracy.

GrowSP: Unsupervised Semantic Segmentation of 3D Point Clouds

1 code implementation CVPR 2023 Zihui Zhang, Bo Yang, Bing Wang, Bo Li

Our method consists of three major components, 1) the feature extractor to learn per-point features from input point clouds, 2) the superpoint constructor to progressively grow the sizes of superpoints, and 3) the semantic primitive clustering module to group superpoints into semantic elements for the final semantic segmentation.

3D Semantic Segmentation Segmentation +1

Reconstructing A Large Scale 3D Face Dataset for Deep 3D Face Identification

no code implementations16 Oct 2020 Cuican Yu, Zihui Zhang, Huibin Li

The experimental results show that the reconstructed 3D facial surfaces are useful and our 2D-aided deep 3D face identification framework is meaningful, facing the scarcity of 3D faces.

3D Face Reconstruction Data Augmentation +2

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