From the 1 of 14 papers with an AI index.
5 citations
- Beijing Institute of TechnologyCN2 papers
- University of Science and Technology of ChinaCN2 papers
- Australian National UniversityAU1 paper
- Beijing Jiaotong UniversityCN1 paper
- Chinese Academy of SciencesCN1 paper
- Cloud Computing CenterCN1 paper
- Hangzhou Normal UniversityCN1 paper
- He Eye HospitalCN1 paper
- Hong Kong Polytechnic UniversityHK1 paper
- Institute of MicroelectronicsCN1 paper
- Jingdong (China)CN1 paper
- Macquarie UniversityAU1 paper
4 papers · 1 filter
Kernel PCA for Out-of-Distribution Detection: Non-Linear Kernel Selection and Approximation
Kun Fang, Qinghua Tao, Mingzhen He +6
The paper proposes a kernel PCA based method for out-of-distribution detection that learns a discriminative non-linear subspace using a newly designed Cosine-Gaussian kernel and in…
Domain Knowledge Based Temporal-Spatial Graph Convolution Network for ECG Recognition
Wenting Ma, Zhipeng Zhang, Xiaohang Yuan +6
In light of strides in Arti cial Intelligence (AI) and its wide spread application, challenges persist in the interpretability of AI models, particularly within specialized domains…
GRAPE: Guided Parameter-Space Evolution for Compact Adversarial Robustness
Zhiyuan Ye, Xiangyu Zhou, Ji Qi +2
Adversarial Training (AT) improves neural network robustness, but most methods train a fixed parameter space from the start. This paper asks whether the order in which parameters b…
Prior Knowledge-enhanced Spatio-temporal Epidemic Forecasting
Sijie Ruan, Jinyu Li, Jia Wei +7
Spatio-temporal epidemic forecasting is critical for public health management, yet existing methods often struggle with insensitivity to weak epidemic signals, over-simplified spat…