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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：31/0  |  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  
Collaborative Local-Global Learning for Temporal Action Proposal 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2021, 卷号: 12, 期号: 5, 页码: 14
作者:  Zhu, Yisheng;  Han, Hu;  Liu, Guangcan;  Liu, Qingshan
收藏  |  浏览/下载：27/0  |  提交时间：2022/06/21
Temporal action proposal generation  untrimmed videos  long short-term memory  attention mechanism  
Interactive Anomaly Detection in Dynamic Communication Networks 期刊论文
IEEE-ACM TRANSACTIONS ON NETWORKING, 2021, 卷号: 29, 期号: 6, 页码: 2602-2615
作者:  Meng, Xuying;  Wang, Yequan;  Wang, Suhang;  Yao, Di;  Zhang, Yujun
收藏  |  浏览/下载：24/0  |  提交时间：2022/06/21
Anomaly detection  Communication networks  Feature extraction  Estimation  Adaptation models  Internet  Task analysis  Anomaly detection  interactive learning  dynamic networks  communication networks  semi-parametric bandits  
Cross-domain activity recognition via substructural optimal transport 期刊论文
NEUROCOMPUTING, 2021, 卷号: 454, 页码: 65-75
作者:  Lu, Wang;  Chen, Yiqiang;  Wang, Jindong;  Qin, Xin
收藏  |  浏览/下载：38/0  |  提交时间：2021/12/01
Ubiquitous computing  Transfer learning  Domain adaptation  Optimal transport  Clustering  
Load Balance Guaranteed Vehicle-to-Vehicle Computation Offloading for Min-Max Fairness in VANETs 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 页码: 20
作者:  Wu, Yalan;  Wu, Jigang;  Chen, Long;  Yan, Jiaquan;  Han, Yinhe
收藏  |  浏览/下载：26/0  |  提交时间：2022/06/21
Task analysis  Vehicular ad hoc networks  Delays  Heuristic algorithms  Power control  Energy consumption  Reinforcement learning  VANET  task offloading  load balance  power control  machine learning  
Nonlinear Causal Discovery for High-Dimensional Deterministic Data 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 12
作者:  Zeng, Yan;  Hao, Zhifeng;  Cai, Ruichu;  Xie, Feng;  Huang, Libo;  Shimizu, Shohei
收藏  |  浏览/下载：25/0  |  提交时间：2022/06/21
Integrated circuit modeling  Data models  Linearity  Kernel  Learning systems  Hilbert space  Covariance matrices  Causal ordering  deterministic relations  high-dimensional data  nonlinear causal discovery  
Semi-supervised anomaly detection in dynamic communication networks 期刊论文
INFORMATION SCIENCES, 2021, 卷号: 571, 页码: 527-542
作者:  Meng, Xuying;  Wang, Suhang;  Liang, Zhimin;  Yao, Di;  Zhou, Jihua;  Zhang, Yujun
收藏  |  浏览/下载：39/0  |  提交时间：2021/12/01
Anomaly detection  Semi-supervised learning  Generative adversarial networks  Self-learning  
Exploring Adversarial Attack in Spiking Neural Networks With Spike-Compatible Gradient 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:  Liang, Ling;  Hu, Xing;  Deng, Lei;  Wu, Yujie;  Li, Guoqi;  Ding, Yufei;  Li, Peng;  Xie, Yuan
收藏  |  浏览/下载：27/0  |  提交时间：2022/06/21
Spatiotemporal phenomena  Computational modeling  Perturbation methods  Biological neural networks  Backpropagation  Unsupervised learning  Training  Adversarial attack  backpropagation through time (BPTT)  neuromorphic computing  spike-compatible gradient  spiking neural networks (SNNs)  
Learning to Learn Adaptive Classifier-Predictor for Few-Shot Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 8, 页码: 3458-3470
作者:  Lai, Nan;  Kan, Meina;  Han, Chunrui;  Song, Xingguang;  Shan, Shiguang
收藏  |  浏览/下载：35/0  |  提交时间：2021/12/01
Task analysis  Adaptation models  Training  Predictive models  Feature extraction  Generators  Computational modeling  Few-shot learning  meta-learning  predict classifier weights  task-adaptive predictor  
Rich-text document styling restoration via reinforcement learning 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2021, 卷号: 15, 期号: 4, 页码: 11
作者:  Li, Hongwei;  Hu, Yingpeng;  Cao, Yixuan;  Zhou, Ganbin;  Luo, Ping
收藏  |  浏览/下载：23/0  |  提交时间：2022/06/21
styling restoration  monte-carlo tree search  reinforcement learning  richly formatted documents  tables