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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：18/0  |  提交时间：2024/03/26
Memory  few-shot learning  semantic segmentation  cross-domain  
Toward Practical Weakly Supervised Semantic Segmentation via Point-Level Supervision 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2023, 页码: 20
作者:  Fan, Junsong;  Zhang, Zhaoxiang
收藏  |  浏览/下载：44/0  |  提交时间：2023/11/17
Weakly supervised learning  Semantic segmentation  Deep learning  
Memory-Based Cross-Image Contexts for Weakly Supervised Semantic Segmentation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 5, 页码: 6006-6020
作者:  Fan, Junsong;  Zhang, Zhaoxiang
收藏  |  浏览/下载：29/0  |  提交时间：2023/11/17
Image segmentation  Semantics  Training  Heating systems  Context modeling  Task analysis  Computational modeling  Weakly-supervised learning  semantic segmentation  image relationship  cross-image context  
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：17/0  |  提交时间：2024/02/22
Segmentation  interactive  transformer  annotation tool  
Multimodal channel-wise attention transformer inspired by mechanisms of the brain 期刊论文
PATTERN RECOGNITION, 2022, 卷号: 130, 页码: 14
作者:  Shi, Qianqian;  Fan, Junsong;  Wang, Zuoren;  Zhang, Zhaoxiang
收藏  |  浏览/下载：108/0  |  提交时间：2023/03/20
Multisensory integration  Top-down attention  Multimodal transformer  Fine-grained bird recognition  Emotion recognition  
Multimodal channel-wise attention transformer inspired by multisensory integration mechanisms of the brain 期刊论文
PATTERN RECOGNITION, 2022, 卷号: 130, 页码: 14
作者:  Shi, Qianqian;  Fan, Junsong;  Wang, Zuoren;  Zhang, Zhaoxiang
收藏  |  浏览/下载：183/0  |  提交时间：2022/09/19
Multisensory integration  Top-down attention  Multimodal transformer  Fine-grained bird recognition  Emotion 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：263/45  |  提交时间：2022/06/10
domain adaptation  semantic segmentation  
End-to-End Lifelong Learning: a Framework to Achieve Plasticities of both the Feature and Classifier Constructions 期刊论文
COGNITIVE COMPUTATION, 2018, 卷号: 10, 期号: 2, 页码: 321-333
作者:  Hao, Wangli;  Fan, Junsong;  Zhang, Zhaoxiang;  Zhu, Guibo
浏览  |  Adobe PDF(1189Kb)  |  收藏  |  浏览/下载：368/84  |  提交时间：2018/02/05
Plasticity  Lifelong Learning  End-to-end  Incremental Pcanet  Incremental Kmeansnet  Incremental Svm