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Learning by Seeing More Classes 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, 卷号: 45, 期号: 6, 页码: 7477-7493
作者:  Fei Zhu;  Xu-Yao Zhang;  Rui-Qi Wang;  Cheng-Lin Liu
Adobe PDF(2561Kb)  |  收藏  |  浏览/下载：126/38  |  提交时间：2023/09/12
Class augmentation  generalization  confidence estimation  open-environment learning  
PKD: General Distillation Framework for Object Detectors via Pearson Correlation Coefficient 会议论文
, New Orleans, America, Monday November 28th through Friday December 9th
作者:  Weihan, Cao;  Yifan, Zhang;  Jianfei, Gao;  Anda, Cheng;  Ke, Cheng;  Jian, Cheng
Adobe PDF(2614Kb)  |  收藏  |  浏览/下载：86/23  |  提交时间：2023/06/21
Knowledge Distillation  Model Compression  Object Detection  
Learning Semantics-Consistent Stripes With Self-Refinement for Person Re-Identification 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2022, 页码: 1-12
作者:  Zhu Kuan;  Guo Haiyun;  Liu Songyan;  Wang Jinqiao;  Tang Ming
Adobe PDF(4384Kb)  |  收藏  |  浏览/下载：117/31  |  提交时间：2023/06/08
Differentially Private Federated Learning with Local Regularization and Sparsification 会议论文
, 线上, 2022-6
作者:  Cheng AD(程安达);  Wang PS(王培松);  Zhang X(张希);  Cheng J(程健)
Adobe PDF(312Kb)  |  收藏  |  浏览/下载：110/42  |  提交时间：2023/06/05
MonoPoly: A practical monocular 3D object detector 期刊论文
Pattern Recognition, 2022, 卷号: 132, 期号: 108967, 页码: 1-10
作者:  He Guan;  Chunfeng Song;  Zhaoxiang Zhang;  Tieniu Tan
Adobe PDF(2584Kb)  |  收藏  |  浏览/下载：251/135  |  提交时间：2023/05/04
A Framework and Operational Procedures for Metaverses-Based Industrial Foundation Models 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2022, 页码: 10
作者:  Wang, Jiangong;  Tian, Yonglin;  Wang, Yutong;  Yang, Jing;  Wang, Xingxia;  Wang, Sanjin;  Kwan, Oliver
Adobe PDF(3322Kb)  |  收藏  |  浏览/下载：132/38  |  提交时间：2023/02/22
Cyber-physical-social intelligence (CPSI)  cyber-physical-social systems (CPSSs)  industrial foundation models (IFMs)  intelligent enterprises  metaverses  operational processes  parallel intelligence  
A Parallel Teacher for Synthetic-to-Real Domain Adaptation of Traffic Object Detection 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2022, 卷号: 7, 期号: 3, 页码: 441-455
作者:  Wang, Jiangong;  Shen, Tianyu;  Tian, Yonglin;  Wang, Yutong;  Gou, Chao;  Wang, Xiao;  Yao, Fei;  Sun, Changyin
Adobe PDF(2602Kb)  |  收藏  |  浏览/下载：271/64  |  提交时间：2022/11/28
Object detection  Feature extraction  Data models  Training  Knowledge engineering  Detectors  Computational modeling  Computer vision  Unsupervised Domain Adaptation  Teacher-student learning  Traffic object detection  
Dual-discriminator adversarial framework for data-free quantization 期刊论文
NEUROCOMPUTING, 2022, 卷号: 511, 页码: 67-77
作者:  Li, Zhikai;  Ma, Liping;  Long, Xianlei;  Xiao, Junrui;  Gu, Qingyi
Adobe PDF(1512Kb)  |  收藏  |  浏览/下载：310/67  |  提交时间：2022/11/21
Model compression  Quantized neural networks  Data-free quantization  
Narrowing the Gap: Improved Detector Training With Noisy Location Annotations 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 6369-6380
作者:  Wang, Shaoru;  Gao, Jin;  Li, Bing;  Hu, Weiming
Adobe PDF(1489Kb)  |  收藏  |  浏览/下载：214/26  |  提交时间：2022/11/14
Annotations  Noise measurement  Detectors  Task analysis  Training  Object detection  Degradation  Object detection  noisy label  Bayesian estimation  teacher-student learning  
Task-aware adaptive attention learning for few-shot semantic segmentation 期刊论文
NEUROCOMPUTING, 2022, 卷号: 494, 页码: 104-115
作者:  Mao, Binjie;  Wang, Lingfeng;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(3903Kb)  |  收藏  |  浏览/下载：281/66  |  提交时间：2022/09/19
Few-shot semantic segmentation  Adaptive feature learning  Attention mechanism  Task-aware