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Recursive Least-Squares Estimator-Aided Online Learning for Visual Tracking 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 3, 页码: 1881-1897
作者:  Gao, Jin;  Lu, Yan;  Qi, Xiaojuan;  Kou, Yutong;  Li, Bing;  Li, Liang;  Yu, Shan;  Hu, Weiming
Adobe PDF(915Kb)  |  收藏  |  浏览/下载：22/7  |  提交时间：2024/06/21
Visualization  Training  Adaptation models  Data models  Optimization  Task analysis  Robustness  Online learning  few-shot online adaptation  visual tracking  continual learning  recursive least-squares estimation  
Automatically Discovering Novel Visual Categories With Adaptive Prototype Learning 期刊论文
https://ieeexplore.ieee.org/abstract/document/10328468, 2024, 卷号: 46, 期号: 4, 页码: 2533-2544
作者:  Lu Zhang;  Lu Qi;  Xu Yang;  Hong Qiao;  Ming-Hsuan Yang;  Zhiyong Liu
Adobe PDF(20312Kb)  |  收藏  |  浏览/下载：28/10  |  提交时间：2024/06/06
Image recognition  novel category discovery  transfer learning  
Multi-Prototype Guided Source-Free Domain Adaptive Object Detection for Autonomous Driving 期刊论文
https://ieeexplore.ieee.org/document/10336548/, 2024, 卷号: 9, 期号: 1, 页码: 1589-1601
作者:  Siqi Zhang;  Lu Zhang;  Guangsen Li;  Pengcheng Li;  Zhiyong Liu
Adobe PDF(4349Kb)  |  收藏  |  浏览/下载：26/8  |  提交时间：2024/06/06
Temporal Knowledge Sharing enable Spiking Neural Network Learning from Past and Future 期刊论文
IEEE Transactions on Artificial Intelligence, 2024, 页码: 1-10
作者:  Dong, Yiting;  Zhao, Dongcheng;  Zeng, Yi
Adobe PDF(8822Kb)  |  收藏  |  浏览/下载：26/7  |  提交时间：2024/06/06
A Bio-Inspired Integration Model of Basal Ganglia and Cerebellum for Motion Learning of a Musculoskeletal Robot 期刊论文
Journal of Systems Science and Complexity, 2024, 卷号: 37, 页码: 82-113
作者:  Jinhan Zhang;  Jiahao Chen;  Shanlin Zhong;  Hong Qiao
Adobe PDF(1513Kb)  |  收藏  |  浏览/下载：43/11  |  提交时间：2024/06/04
Line-Based 3D Building Abstraction and Polygonal Surface Reconstruction From Images 期刊论文
IEEE Transactions on Visualization and Computer Graphics, 2022, 卷号: xx, 期号: xx, 页码: 1-15
作者:  Guo, Jianwei;  Liu, Yanchao;  Song, Xin;  Liu, Haoyu;  Zhang, Xiaopeng;  Cheng, Zhanglin
Adobe PDF(6913Kb)  |  收藏  |  浏览/下载：22/8  |  提交时间：2024/06/03
3D reconstruction  3D Line cloud  Scene abstraction  Polygonal mesh model  
Distribution Unified and Probability Space Aligned Teacher-Student Learning for Imbalanced Visual Recognition 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 卷号: 34, 期号: 4, 页码: 2414-2425
作者:  Zhang, Shaoyu;  Chen, Chen;  Xie, Qiong;  Sun, Haigang;  Dong, Fei;  Peng, Silong
Adobe PDF(2511Kb)  |  收藏  |  浏览/下载：34/5  |  提交时间：2024/05/30
Class-imbalanced learning  distribution mismatch  probability space mismatch  teacher-student learning  
Learning to Reduce Scale Differences for Large-Scale Invariant Image Matching 期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2023, 卷号: 33, 期号: 3, 页码: 1335 - 1348
作者:  Fu Yujie;  Zhang Pengju;  Liu Bingxi;  Rong Zheng;  Wu Yihong
Adobe PDF(4879Kb)  |  收藏  |  浏览/下载：40/14  |  提交时间：2024/05/28
Image Matching  Large Scale Changes  Scale Difference Reduction  Scale Ratio Estimation  Covisibility-attention-reinforced Matching Module  
Bird's-Eye-View Semantic Segmentation With Two-Stream Compact Depth Transformation and Feature Rectification 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 11, 页码: 4546-4558
作者:  Liu, Jierui;  Cao, Zhiqiang;  Yang, Jing;  Liu, Xilong;  Yang, Yuequan;  Qu, Zhiyou
Adobe PDF(21890Kb)  |  收藏  |  浏览/下载：72/10  |  提交时间：2024/03/27
Bird's-eye-view  semantic segmentation  two-stream compact depth transformation  feature rectification  
It takes two: Dual Branch Augmentation Module for domain generalization 期刊论文
NEURAL NETWORKS, 2024, 卷号: 172, 页码: 12
作者:  Li, Jingwei;  Li, Yuan;  Tan, Jie;  Liu, Chengbao
Adobe PDF(1630Kb)  |  收藏  |  浏览/下载：81/5  |  提交时间：2024/03/27
Domain generalization  Fourier transform  Uncertainty calibration  Test-time adaptation