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MMT: Cross Domain Few-Shot Learning via Meta-Memory Transfer 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 12, 页码: 15018-15035
作者:  Wang, Wenjian;  Duan, Lijuan;  Wang, Yuxi;  Fan, Junsong;  Zhang, Zhaoxiang
收藏  |  浏览/下载：26/0  |  提交时间：2024/03/26
Memory  few-shot learning  semantic segmentation  cross-domain  
Coarse Mask Guided Interactive Object Segmentation 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 5808-5822
作者:  Li, Jing;  Fan, Junsong;  Wang, Yuxi;  Yang, Yuran;  Zhang, Zhaoxiang
收藏  |  浏览/下载：21/0  |  提交时间：2024/02/22
Segmentation  interactive  transformer  annotation tool  
FedBrain: A robust multi-site brain network analysis framework based on federated learning for brain disease diagnosis 期刊论文
NEUROCOMPUTING, 2023, 卷号: 559, 页码: 13
作者:  Zhang, Chang;  Meng, Xiangzhu;  Liu, Qiang;  Wu, Shu;  Wang, Liang;  Ning, Huansheng
收藏  |  浏览/下载：93/0  |  提交时间：2023/11/16
Functional magnetic resonance image  Brain network  Federated learning  Deep neural networks  Brain disease diagnosis  
Multitask deep active contour-based iris segmentation for off-angle iris images 期刊论文
JOURNAL OF ELECTRONIC IMAGING, 2022, 卷号: 31, 期号: 4, 页码: 21
作者:  Lu, Tianhao;  Wang, Caiyong;  Wang, Yunlong;  Sun, Zhenan
Adobe PDF(5346Kb)  |  收藏  |  浏览/下载：231/32  |  提交时间：2022/11/14
iris recognition  iris segmentation  off-angle iris image  active contour  attention mechanism  
Perturbation Inactivation Based Adversarial Defense for Face Recognition 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2022, 卷号: 17, 页码: 2947-2962
作者:  Ren, Min;  Zhu, Yuhao;  Wang, Yunlong;  Sun, Zhenan
Adobe PDF(5658Kb)  |  收藏  |  浏览/下载：252/49  |  提交时间：2022/11/14
Face recognition  Perturbation methods  Robustness  Immune system  Principal component analysis  Deep learning  Training  Adversarial machine learning  deep learning  graph neural network  face recognition  
Toward few-shot domain adaptation with perturbation-invariant representation and transferable prototypes 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2022, 卷号: 16, 期号: 3, 页码: 11
作者:  Fan, Junsong;  Wang, Yuxi;  Guan, He;  Song, Chunfeng;  Zhang, Zhaoxiang
Adobe PDF(4804Kb)  |  收藏  |  浏览/下载：276/46  |  提交时间：2022/06/10
domain adaptation  semantic segmentation  
A Unified Framework for Biphasic Facial Age Translation With Noisy-Semantic Guided Generative Adversarial Networks 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2022, 卷号: 17, 页码: 1513-1527
作者:  Sun, Muyi;  Wang, Jian;  Liu, Jian;  Li, Jianshu;  Chen, Tao;  Sun, Zhenan
收藏  |  浏览/下载：235/0  |  提交时间：2022/06/10
Semantics  Faces  Face recognition  Training  Noise measurement  Layout  Image synthesis  Biphasic facial age translation  noisy semantic injection  generative adversarial network  attention mechanism  feature disentanglement  
Velocity-to-velocity human motion forecasting 期刊论文
PATTERN RECOGNITION, 2022, 卷号: 124, 页码: 11
作者:  Wang, Hongsong;  Wang, Liang;  Feng, Jiashi;  Zhou, Daquan
收藏  |  浏览/下载：197/0  |  提交时间：2022/06/10
Human motion prediction  Action anticipation  
Towards More Discriminative and Robust Iris Recognition by Learning Uncertain Factors 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2022, 卷号: 17, 页码: 865-879
作者:  Wei, Jianze;  Huang, Huaibo;  Wang, Yunlong;  He, Ran;  Sun, Zhenan
Adobe PDF(8736Kb)  |  收藏  |  浏览/下载：291/48  |  提交时间：2022/06/06
Iris recognition  Uncertainty  Training  Task analysis  Computational modeling  Feature extraction  Probabilistic logic  Iris recognition  cross-sensor recognition  uncertainty learning  curriculum learning  
From Individual to Whole: Reducing Intra-class Variance by Feature Aggregation 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2022, 卷号: 130, 期号: 3, 页码: 800-819
作者:  Zhang, Zhaoxiang;  Luo, Chuanchen;  Wu, Haiping;  Chen, Yuntao;  Wang, Naiyan;  Song, Chunfeng
Adobe PDF(1762Kb)  |  收藏  |  浏览/下载：266/34  |  提交时间：2022/06/06
Feature aggregation  Deep learning  Intra-class variance  Person re-identification  Video object detection