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基于视觉表征的深度强化学习方法 学位论文
, 2024
作者:  刘民颂
Adobe PDF(10778Kb)  |  收藏  |  浏览/下载：42/4  |  提交时间：2024/06/22
深度强化学习，视觉表征学习，自监督学习，状态抽象，Transformer神经网络  
PSSGAN: Towards spectrum shift based perceptual quality enhancement for fluorescence imaging 期刊论文
Computerized Medical Imaging and Graphics, 2023, 页码: 102216
作者:  Fu LD(符礼丹);  Lu BC;  Tian J;  Hu ZH
Adobe PDF(3460Kb)  |  收藏  |  浏览/下载：40/11  |  提交时间：2024/06/13
DeepETPicker: Fast and accurate 3D particle picking for cryo-electron tomography using weakly supervised deep learning 期刊论文
Nature Communications, 2024, 卷号: 15, 期号: 1, 页码: 2090
作者:  Guole Liu;  Tongxin Niu;  Mengxuan Qiu;  Yun Zhu;  Fei Sun;  Ge Yang
Adobe PDF(7853Kb)  |  收藏  |  浏览/下载：27/8  |  提交时间：2024/06/11
Cryo-electron tomography  particle picking  deep learning  weakly supervised learning  
Fast Noninvasive Morphometric Characterization of Free Human Sperms Using Deep Learning 期刊论文
Microscopy and Microanalysis, 2022, 卷号: 28, 期号: 5, 页码: 1767-1779
作者:  Guole Liu;  Hao Shi;  Huan Zhang;  Yating Zhou;  Yujiao Sun;  Wei Li;  Xuefeng Huang;  Yuqiang Jiang;  Yaliang Fang;  Ge Yang
Adobe PDF(1167Kb)  |  收藏  |  浏览/下载：40/17  |  提交时间：2024/06/11
bright-field microscopy  deep learning  human sperm  intracytoplasmic sperm injection  sperm morphology  
A memory and attention-based reinforcement learning for musculoskeletal robots with prior knowledge of muscle synergies 期刊论文
Robotic Intelligence and Automation, 2024, 卷号: 44, 期号: 2, 页码: 316-333
作者:  Xiaona Wang;  Jiahao Chen;  Hong Qiao
Adobe PDF(2591Kb)  |  收藏  |  浏览/下载：53/15  |  提交时间：2024/06/04
Musculoskeletal robot  Partial observable  Reinforcement learning  LSTM  Attention  Muscle synergy  
Contrastive Context-Aware Learning for 3D High-Fidelity Mask Face Presentation Attack Detection 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2022, 卷号: 17, 页码: 2497-2507
作者:  Ajian, Liu;  Chenxu, Zhao;  Zitong, Yu;  Jun, Wan;  Anyang, Su;  Xing, Liu;  Zichang, Tan;  Sergio, Escalera;  Junliang, Xing;  Yanyan, Liang;  Guodong, Guo;  Zhen, Lei;  Stan, Z., Li;  Du, Zhang
Adobe PDF(3455Kb)  |  收藏  |  浏览/下载：51/20  |  提交时间：2024/06/03
Searching Multi-Rate and Multi-Modal Temporal Enhanced Networks for Gesture Recognition 期刊论文
IEEE Transactions on Image Processing, 2021, 卷号: 30, 页码: 5626-5640
作者:  Zitong, Yu;  Benjia, Zhou;  Jun, Wan;  Pichao, Wang;  Haoyu, Chen;  Xin, Liu;  Stan, Z., Li;  Guoying, Zhao
Adobe PDF(3793Kb)  |  收藏  |  浏览/下载：28/9  |  提交时间：2024/06/03
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：35/13  |  提交时间：2024/06/03
3D reconstruction  3D Line cloud  Scene abstraction  Polygonal mesh model  
The Human Continuity Activity Semisupervised Recognizing Model for Multiview IoT Network 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2023, 卷号: 10, 期号: 11, 页码: 9398-9410
作者:  Yuan, Ruiwen;  Wang, Junping
Adobe PDF(1944Kb)  |  收藏  |  浏览/下载：108/4  |  提交时间：2023/11/17
Feature extraction  Sensors  Human activity recognition  Internet of Things  Data models  Sensor phenomena and characterization  Data mining  Activity feature extraction  deep learning  human activity recognition (HAR)  semisupervised learning  
TREPH: A Plug-In Topological Layer for Graph Neural Networks 期刊论文
Entropy, 2023, 卷号: 25, 期号: 2, 页码: 331
作者:  Ye, Xue;  Sun, Fang;  Xiang, Shiming
Adobe PDF(1918Kb)  |  收藏  |  浏览/下载：149/31  |  提交时间：2023/06/19
graph neural network  graph representation learning  topological data analysis  extended persistent homology