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Gradient-aware domain-invariant learning for domain generalization 期刊论文
MULTIMEDIA SYSTEMS, 2025, 卷号: 31, 期号: 1, 页码: 15
作者:  Hou, Feng;  Zhang, Yao;  Liu, Yang;  Yuan, Jin;  Zhong, Cheng;  Zhang, Yang;  Shi, Zhongchao;  Fan, Jianping;  He, Zhiqiang
收藏  |  浏览/下载：2/0  |  提交时间：2025/06/25
Domain shift  Domain generalization  Domain-invariant parameters  Sparse  
Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 1, 页码: 291-305
作者:  Shao, Zezhi;  Wang, Fei;  Xu, Yongjun;  Wei, Wei;  Yu, Chengqing;  Zhang, Zhao;  Yao, Di;  Sun, Tao;  Jin, Guangyin;  Cao, Xin;  Cong, Gao;  Jensen, Christian S.;  Cheng, Xueqi
收藏  |  浏览/下载：5/0  |  提交时间：2025/06/25
Forecasting  Time series analysis  Benchmark testing  Transformers  Predictive models  Data models  Computer science  Reliability  Proposals  Electricity  Benchmarking  multivariate time series  spatial-temporal forecasting  long-term time series forecasting  
Gully Erosion Susceptibility Prediction Using High-Resolution Data: Evaluation, Comparison, and Improvement of Multiple Machine Learning Models 期刊论文
REMOTE SENSING, 2024, 卷号: 16, 期号: 24, 页码: 23
作者:  Li, Heyang;  Jin, Jizhong;  Dong, Feiyang;  Zhang, Jingyao;  Li, Lei;  Zhang, Yucheng
收藏  |  浏览/下载：2/0  |  提交时间：2025/06/25
gully erosion  machine learning  unmanned aerial vehicle  susceptibility mapping  geo-environmental factors  
Wavelet-based selection-and-recalibration network for Parkinson's disease screening in OCT images 期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2024, 卷号: 256, 页码: 13
作者:  Huang, Jingqi;  Zhang, Xiaoqing;  Jin, Richu;  Xu, Tao;  Jin, Zi;  Shen, Meixiao;  Lv, Fan;  Chen, Jiangfan;  Liu, Jiang
收藏  |  浏览/下载：23/0  |  提交时间：2024/12/06
Deep learning  Parkinson's disease screening  Discrete wavelet transform  
Joint Coded Caching and Resource Allocation for Multimedia Service in Space-Air-Ground Integrated Networks 期刊论文
IEEE TRANSACTIONS ON COMMUNICATIONS, 2024, 卷号: 72, 期号: 11, 页码: 6839-6853
作者:  Yin, Fangfang;  Liu, Qihong;  Liu, Danpu;  Zhang, Yu;  Jin, Libiao;  Li, Shufeng
收藏  |  浏览/下载：2/0  |  提交时间：2025/06/25
Quality of service  Millimeter wave communication  Space-air-ground integrated networks  Delays  Resource management  Streaming media  Optimization  SAGIN  coded caching  mmWave  resource allocation  swap matching  
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 10, 页码: 5388-5408
作者:  Jin, Guangyin;  Liang, Yuxuan;  Fang, Yuchen;  Shao, Zezhi;  Huang, Jincai;  Zhang, Junbo;  Zheng, Yu
收藏  |  浏览/下载：17/0  |  提交时间：2024/12/06
Surveys  Task analysis  Time series analysis  Transportation  Topology  Graph neural networks  Deep learning  predictive learning  spatio-temporal data mining  time series  urban computing  
A Multi-Scale Content-Structure Feature Extraction Network Applied to Gully Extraction 期刊论文
REMOTE SENSING, 2024, 卷号: 16, 期号: 19, 页码: 17
作者:  Dong, Feiyang;  Jin, Jizhong;  Li, Lei;  Li, Heyang;  Zhang, Yucheng
收藏  |  浏览/下载：19/0  |  提交时间：2024/12/06
semantic segmentation  gully extraction  convolutional neural networks  remote sensing  
DiffCAS: diffusion based multi-attention network for segmentation of 3D coronary artery from CT angiography 期刊论文
SIGNAL IMAGE AND VIDEO PROCESSING, 2024, 卷号: 18, 期号: 10, 页码: 7487-7498
作者:  Li, Jiajia;  Wu, Qing;  Wang, Yuanquan;  Zhou, Shoujun;  Zhang, Lei;  Wei, Jin;  Zhao, Di
收藏  |  浏览/下载：20/0  |  提交时间：2024/12/06
Coronary artery segmentation  Diffusion model  Transformer  Attention  
Enhancing Recommendation with Denoising Auxiliary Task 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2024, 卷号: 39, 期号: 5, 页码: 1123-1137
作者:  Liu, Peng-Sheng;  Zheng, Li-Nan;  Chen, Jia-Le;  Zhang, Guang-Fa;  Xu, Yang;  Fang, Jin-Yun
收藏  |  浏览/下载：6/0  |  提交时间：2025/06/25
auxiliary task learning  recommender system  sequence denoising  
MFDiff: multiscale feature diffusion model for segmentation of 3D intracranial aneurysm from CT images 期刊论文
PATTERN ANALYSIS AND APPLICATIONS, 2024, 卷号: 27, 期号: 2, 页码: 13
作者:  Pei, Xinyu;  Ren, Yande;  Tang, Yueshan;  Wang, Yuanquan;  Zhang, Lei;  Wei, Jin;  Zhao, Di
收藏  |  浏览/下载：86/0  |  提交时间：2024/12/06
Diffusion model  Swin transformer  CT  Intracranial aneurysm  Image segmentation