no code implementations • 27 Mar 2024 • JiaYi Zhu, Qing Guo, Felix Juefei-Xu, Yihao Huang, Yang Liu, Geguang Pu
In this paper, we propose a novel robustness enhancement framework by first learning the concept of the co-salient objects based on the input group images and then leveraging this concept to purify adversarial perturbations, which are subsequently fed to CoSODs for robustness enhancement.
no code implementations • 11 Feb 2024 • Wenbo Lyu, JiaYi Zhu, Yunan Ding, Keming Zhang
This paper proposes a referencable pattern of the recovery of the consumption sector, a new dimension to observe and evaluate the intrinsic value of the consumption sector, and proposes the concept of sensory-based consumption and the ranking of the weights of different categories;creates the concept of digital consumption index, coupled with digital RMB index and China-style digital economy index.
no code implementations • 28 Aug 2023 • Ruoqi Wang, Zhuoyang Chen, JiaYi Zhu, Qiong Luo, Feng Wang
This representation matches the way in which radio telescopes observe a celestial area as the Earth rotates.
1 code implementation • 23 Aug 2023 • Cheng Zhu, JiaYi Zhu, Xi Wu, Lijuan Zhang, Shuqi Yang, Ping Liang, Honghan Chen, Ying Tan
In this paper, we propose a novel edge-aware hard clustering graph pool (EHCPool), which is tailored to dominant edge features and redefines the clustering process.
1 code implementation • 24 May 2023 • JiaYi Zhu, Xuebin Qin, Abdulmotaleb Elsaddik
In this paper, we introduce Divide-and-Conquer into the salient object detection (SOD) task to enable the model to learn prior knowledge that is for predicting the saliency map.
1 code implementation • 31 Mar 2023 • Cheng Zhu, Ying Tan, Shuqi Yang, Jiaqing Miao, JiaYi Zhu, Huan Huang, Dezhong Yao, Cheng Luo
The available evidence suggests that dynamic functional connectivity (dFC) can capture time-varying abnormalities in brain activity in resting-state cerebral functional magnetic resonance imaging (rs-fMRI) data and has a natural advantage in uncovering mechanisms of abnormal brain activity in schizophrenia(SZ) patients.
1 code implementation • 9 Mar 2023 • JiaYi Zhu, Bart Bolsterlee, Brian V. Y. Chow, Yang song, Erik Meijering
We then propose a hybrid regularization module to encourage both student models to produce results close to the uncertainty-weighted hybrid prediction.
no code implementations • 17 Jan 2022 • JiaYi Zhu, Qing Guo, Felix Juefei-Xu, Yihao Huang, Yang Liu, Geguang Pu
Modern face recognition systems (FRS) still fall short when the subjects are wearing facial masks, a common theme in the age of respiratory pandemics.
no code implementations • 16 Jan 2022 • Yihao Huang, Liangru Sun, Qing Guo, Felix Juefei-Xu, JiaYi Zhu, Jincao Feng, Yang Liu, Geguang Pu
To obtain adversarial examples with a high attack success rate, we propose unconstrained enhancement in terms of the light and shade relationship in images.