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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  
SNS: Smart Node Selection for Scalable Traffic Engineering in Segment Routing Networks 期刊论文
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2025, 卷号: 22, 期号: 1, 页码: 92-106
作者:  Wang, Linghao;  Lu, Lu;  Wang, Miao;  Li, Zhiqiang;  Yang, Hongwei;  Zhu, Shuyong;  Zhang, Yujun
收藏  |  浏览/下载：3/0  |  提交时间：2025/06/25
Scalability  Routing  Costs  Computational modeling  Network topology  Task analysis  Topology  Traffic engineering  segment routing  reinforcement learning  routing optimization  
Domain-Aware Graph Network for Bridging Multi-Source Domain Adaptation 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2024, 卷号: 26, 页码: 7210-7224
作者:  Yuan, Jin;  Hou, Feng;  Yang, Ying;  Zhang, Yang;  Shi, Zhongchao;  Geng, Xin;  Fan, Jianping;  He, Zhiqiang;  Rui, Yong
收藏  |  浏览/下载：19/0  |  提交时间：2024/12/06
Task analysis  Feature extraction  Graph neural networks  Adaptation models  Self-supervised learning  Multitasking  Image color analysis  Multi-source domain adaptation  self-supervised learning  graph neural network  real-world applications  
Decoupled pyramid correlation network for liver tumor segmentation from CT images 期刊论文
MEDICAL PHYSICS, 2022, 页码: 15
作者:  Zhang, Yao;  Yang, Jiawei;  Liu, Yang;  Tian, Jiang;  Wang, Siyun;  Zhong, Cheng;  Shi, Zhongchao;  Zhang, Yang;  He, Zhiqiang
收藏  |  浏览/下载：56/0  |  提交时间：2022/12/07
attention mechanism  computed tomography  liver segmentation  liver tumor segmentation  
A deep learning method and device for bone marrow imaging cell detection 期刊论文
ANNALS OF TRANSLATIONAL MEDICINE, 2022, 卷号: 10, 期号: 4, 页码: 11
作者:  Liu, Jie;  Yuan, Ruize;  Li, Yinhao;  Zhou, Lin;  Zhang, Zhiqiang;  Yang, Jidong;  Xiao, Li
收藏  |  浏览/下载：45/0  |  提交时间：2022/12/07
Morphological analysis  diagnosis of leukemia  deep learning  object detection  
Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 卷号: 40, 期号: 12, 页码: 3543-3554
作者:  Campello, Victor M.;  Gkontra, Polyxeni;  Izquierdo, Cristian;  Martin-Isla, Carlos;  Sojoudi, Alireza;  Full, Peter M.;  Maier-Hein, Klaus;  Zhang, Yao;  He, Zhiqiang;  Ma, Jun;  Parreno, Mario;  Albiol, Alberto;  Kong, Fanwei;  Shadden, Shawn C.;  Acero, Jorge Corral;  Sundaresan, Vaanathi;  Saber, Mina;  Elattar, Mustafa;  Li, Hongwei;  Menze, Bjoern;  Khader, Firas;  Haarburger, Christoph;  Scannell, Cian M.;  Veta, Mitko;  Carscadden, Adam;  Punithakumar, Kumaradevan;  Liu, Xiao;  Tsaftaris, Sotirios A.;  Huang, Xiaoqiong;  Yang, Xin;  Li, Lei;  Zhuang, Xiahai;  Vilades, David;  Descalzo, Martin L.;  Guala, Andrea;  La Mura, Lucia;  Friedrich, Matthias G.;  Garg, Ria;  Lebel, Julie;  Henriques, Filipe;  Karakas, Mahir;  Cavus, Ersin;  Petersen, Steffen E.;  Escalera, Sergio;  Segui, Santi;  Rodriguez-Palomares, Jose F.;  Lekadir, Karim
收藏  |  浏览/下载：58/0  |  提交时间：2022/06/21
Image segmentation  Heart  Training  Hospitals  Deep learning  Biomedical engineering  Protocols  Cardiovascular magnetic resonance  image segmentation  deep learning  generalizability  data augmentation  domain adaption  public dataset  
Does non-COVID-19 lung lesion help? investigating transferability in COVID-19 CT image segmentation 期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2021, 卷号: 202, 页码: 10
作者:  Wang, Yixin;  Zhang, Yao;  Liu, Yang;  Tian, Jiang;  Zhong, Cheng;  Shi, Zhongchao;  Zhang, Yang;  He, Zhiqiang
收藏  |  浏览/下载：68/0  |  提交时间：2021/12/01
COVID-19  CT image  Segmentation  Transfer learning  
Knowledge attention sandwich neural network for text classification 期刊论文
NEUROCOMPUTING, 2020, 卷号: 406, 页码: 1-11
作者:  Zhan, Zhiqiang;  Hou, Zifeng;  Yang, Qichuan;  Zhao, Jianyu;  Zhang, Yang;  Hu, Changjian
收藏  |  浏览/下载：64/0  |  提交时间：2020/12/10
Introspection unit in memory network: Learning to generalize inference in OOV scenarios 期刊论文
NEUROCOMPUTING, 2020, 卷号: 379, 页码: 30-40
作者:  Yang, Qichuan;  He, Zhiqiang;  Zhan, Zhiqiang;  Zhang, Yang;  Li, Rang;  Hu, Changjian
收藏  |  浏览/下载：64/0  |  提交时间：2020/12/10
Memory network  Out of vocabulary  Introspection unit  Language inference  
End-to-End Personalized Humorous Response Generation in Untrimmed Multi-Role Dialogue System 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 94059-94071
作者:  Yang, Qichuan;  He, Zhiqiang;  Zhan, Zhiqiang;  Li, Rang;  Lee, Yanwei;  Zhang, Yang;  Hu, Changjian
收藏  |  浏览/下载：90/0  |  提交时间：2019/12/10
Dialogue generation  multi-role conversation  neural network  reinforcement learning  speaker prediction