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Patching the visual ability of large multimodal models by collaborating with small models 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2026, 卷号: 20, 期号: 9, 页码: 17
作者:  Liang, Hao;  Zhang, Xiaolong;  Kan, Meina;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
model collaboration  patching visual ability  large multimodal models  
eLabrador: A Wearable Navigation System for Visually Impaired Individuals 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2025, 卷号: 22, 页码: 12228-12244
作者:  Kan, Meina;  Zhang, Lixuan;  Liang, Hao;  Zhang, Boyuan;  Fang, Minxue;  Liu, Dongyang;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：33/0  |  提交时间：2025/06/25
Navigation  Robots  Legged locomotion  Cameras  Robot vision systems  Semantics  Automation  Global Positioning System  Urban areas  Roads  Wearable navigation system  navigation for visually impaired  outdoor navigation  eLabrador  
BLPSeg: Balance the Label Preference in Scribble-Supervised Semantic Segmentation 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 4921-4934
作者:  Wang, Yude;  Zhang, Jie;  Kan, Meina;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：70/0  |  提交时间：2023/12/04
Annotations  Semantic segmentation  Training  Task analysis  Head  Semantics  Costs  Scribble-supervised  weakly supervised  semantic segmentation  
Learning pseudo labels for semi-and-weakly supervised semantic segmentation 期刊论文
PATTERN RECOGNITION, 2022, 卷号: 132, 页码: 10
作者:  Wang, Yude;  Zhang, Jie;  Kan, Meina;  Shan, Shiguang
收藏  |  浏览/下载：83/0  |  提交时间：2023/07/12
Semi -supervised  Weakly supervised  Semi -and -weakly supervised  Semantic segmentation  Pseudo label  Self-training  
Personalized Convolution for Face Recognition 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2022, 页码: 19
作者:  Han, Chunrui;  Shan, Shiguang;  Kan, Meina;  Wu, Shuzhe;  Chen, Xilin
收藏  |  浏览/下载：73/0  |  提交时间：2022/12/07
Face recognition  Personalized convolution  Personalized kernel  
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：100/0  |  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  
Learning to Learn Adaptive Classifier-Predictor for Few-Shot Learning (vol 32, pg 3458, 2021) 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 8, 页码: 3784-3784
作者:  Lai, Nan;  Kan, Meina;  Han, Chunrui;  Song, Xingguang;  Shan, Shiguang
收藏  |  浏览/下载：118/0  |  提交时间：2021/12/01
Image style disentangling for instance-level facial attribute transfer 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2021, 卷号: 207, 页码: 10
作者:  Guo, Xuyang;  Kan, Meina;  He, Zhenliang;  Song, Xingguang;  Shan, Shiguang
收藏  |  浏览/下载：91/0  |  提交时间：2021/12/01
Instance-level facial attribute transfer  Image to image translation  Generative adversarial network  Weakly supervised style learning  
Learning deep face representation with long-tail data: An aggregate-and-disperse approach 期刊论文
PATTERN RECOGNITION LETTERS, 2020, 卷号: 133, 页码: 48-54
作者:  Ma, Yuhao;  Kan, Meina;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：116/0  |  提交时间：2020/12/10
Face recognition  Deep representation learning  Long-tail distribution  Aggregate-and-disperse  
Deformable face net for pose invariant face recognition 期刊论文
PATTERN RECOGNITION, 2020, 卷号: 100, 页码: 11
作者:  He, Mingjie;  Zhang, Jie;  Shan, Shiguang;  Kan, Meina;  Chen, Xilin
收藏  |  浏览/下载：116/0  |  提交时间：2020/12/10
Pose-invariant face recognition  Displacement consistency loss  Pose-triplet loss