Search Results for author: Hegui Zhu

Found 3 papers, 2 papers with code

InvKA: Gait Recognition via Invertible Koopman Autoencoder

no code implementations26 Sep 2023 Fan Li, Dong Liang, Jing Lian, Qidong Liu, Hegui Zhu, Jizhao Liu

Most current gait recognition methods suffer from poor interpretability and high computational cost.

Gait Recognition

Boosting Adversarial Transferability via Gradient Relevance Attack

2 code implementations ICCV 2023 Hegui Zhu, Yuchen Ren, Xiaoyan Sui, Lianping Yang, Wuming Jiang

Plentiful adversarial attack researches have revealed the fragility of deep neural networks (DNNs), where the imperceptible perturbations can cause drastic changes in the output.

Adversarial Attack

Few-shot Fine-grained Image Classification via Multi-Frequency Neighborhood and Double-cross Modulation

1 code implementation18 Jul 2022 Hegui Zhu, Zhan Gao, Jiayi Wang, Yange Zhou, Chengqing Li

The comprehensive experiments on three fine-grained benchmark datasets for two few-shot tasks verify that FicNet has excellent performance compared to the state-of-the-art methods.

Classification Fine-Grained Image Classification

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