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Lifelong robotic visual-tactile perception learning 期刊论文
Pattern Recognition, 2022, 卷号: 121, 页码: 1-12
Authors:  Dong JH(董家华);  Cong Y(丛杨);  Sun G(孙干);  Zhang T(张涛)
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Lifelong machine learning  Robotics Visual-tactile perception  Cross-modality learning  Multi-task learning  
Representative Task Self-Selection for Flexible Clustered Lifelong Learning 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 页码: 1-15
Authors:  Sun G(孙干);  Cong Y(丛杨);  Wang QQ(王倩倩);  Zhong BN(钟必能);  Fu Y(付昀)
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Clustering analysis  lifelong machine learning  multitask learning (MTL)  transfer learning  
What and How: Generalized Lifelong Spectral Clustering via Dual Memory 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021, 页码: 1-13
Authors:  Sun G(孙干);  Cong Y(丛杨);  Dong JH(董家华);  Liu YY(刘宇阳);  Ding ZM(丁正明);  Yu HB(于海斌)
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Lifelong Machine Learning  Spectral Clustering  Deep Transfer Learning  Neural Networks  
Weakly-Supervised Cross-Domain Adaptation for Endoscopic Lesions Segmentation 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2021, 卷号: 31, 期号: 5, 页码: 2020-2033
Authors:  Dong JH(董家华);  Cong Y(丛杨);  Sun G(孙干);  Yang YS(杨云生);  Xu XW(徐晓伟);  Ding ZM(丁正明)
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Weakly-supervised learning  endoscopic lesions segmentation  semantic knowledge transfer  domain adaptation  
Accurate and Fast Image Denoising via Attention Guided Scaling 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 6255-6265
Authors:  Zhang, Yulun;  Li, Kunpeng;  Li, Kai;  Sun G(孙干);  Kong, Yu;  Fu Y(付昀)
Adobe PDF(2354Kb)  |  Favorite  |  View/Download:33/1  |  Submit date:2021/08/03
Image denoising  Noise measurement  Training  Noise reduction  Generative adversarial networks  Visualization  Task analysis  Image denoising  attention guided scaling  feature collection and distribution  object recognition  semantic segmentation  
Adversarial Multi-Path Residual Network for Image Super-Resolution 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 6648-6658
Authors:  Wang QQ(王倩倩);  Gao QX(高全学);  Wu, Linlu;  Sun G(孙干);  Jiao, Licheng
Adobe PDF(6802Kb)  |  Favorite  |  View/Download:36/1  |  Submit date:2021/08/12
Feature extraction  Residual neural networks  Superresolution  Generative adversarial networks  Image reconstruction  Generators  Training  Single image super-resolution (SISR)  residual learning  deep convolutional neural network  
Generative Partial Visual-Tactile Fused Object Clustering 会议论文
THIRTY-FIFTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, THIRTY-THIRD CONFERENCE ON INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE AND THE ELEVENTH SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, ELECTR NETWORK, Febuary 2-9, 2021
Authors:  Zhang T(张涛);  Cong Y(丛杨);  Sun G(孙干);  Dong JH(董家华);  Liu YY(刘宇阳);  Ding ZM(丁正明)
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Continuous Multi-View Human Action Recognition 期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2021, 页码: 1-12
Authors:  Wang Q(王强);  Sun G(孙干);  Dong JH(董家华);  Wang QQ(王倩倩);  Ding ZM(丁正明)
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Lifelong Machine Learning  Human Action Recognition  Multi-view Learning  Subspace Learning  
Hierarchical Lifelong Machine Learning with Watchdog 期刊论文
IEEE Transactions on Big Data, 2021, 页码: 1-12
Authors:  Sun G(孙干);  Cong Y(丛杨);  Gu CJ(古长军);  Tang X(唐旭);  Ding ZM(丁正明);  Yu HB(于海斌)
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Lifelong machine learning  Task selection  Dictionary learning  Outlier detection  Online learning  
L3DOC: Lifelong 3D Object Classification 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 7486-7498
Authors:  Liu YY(刘宇阳);  Cong Y(丛杨);  Sun G(孙干);  Zhang T(张涛);  Dong JH(董家华);  Liu HS(刘洪森)
Adobe PDF(3761Kb)  |  Favorite  |  View/Download:95/8  |  Submit date:2021/09/19
3D object classification  lifelong learning  point-knowledge  task-relevant knowledge distillation