no code implementations • 18 Jan 2024 • Zhongliang Guo, Junhao Dong, Yifei Qian, Kaixuan Wang, Weiye Li, Ziheng Guo, Yuheng Wang, Yanli Li, Ognjen Arandjelović, Lei Fang
Neural style transfer (NST) generates new images by combining the style of one image with the content of another.
1 code implementation • 16 Oct 2023 • Yifei Qian, Xiaopeng Hong, Zhongliang Guo, Ognjen Arandjelović, Carl R. Donovan
To alleviate the heavy annotation burden for training a reliable crowd counting model and thus make the model more practicable and accurate by being able to benefit from more data, this paper presents a new semi-supervised method based on the mean teacher framework.
no code implementations • 23 Aug 2023 • Liangfei Zhang, Yifei Qian, Ognjen Arandjelovic, Anthony Zhu
Experimental results show that the proposed approach outperforms the benchmark method, with the weighted fusion method and guided attention modules both contributing to enhanced performance.
1 code implementation • 17 Aug 2023 • Zhongliang Guo, Weiye Li, Yifei Qian, Ognjen Arandjelović, Lei Fang
The key contributions of this paper include a novel false positive attack method, two new loss functions, effective style transfer in handwriting styles, and superior performance in white-box false positive attacks compared to other white-box attack methods.