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Relative importance sampling for off-policy actor-critic in deep reinforcement learning 期刊论文
SCIENTIFIC REPORTS, 2025, 卷号: 15, 期号: 1, 页码: 17
作者:  Humayoo, Mahammad;  Zheng, Gengzhong;  Dong, Xiaoqing;  Miao, Liming;  Qiu, Shuwei;  Zhou, Zexun;  Wang, Peitao;  Ullah, Zakir;  Junejo, Naveed Ur Rehman;  Cheng, Xueqi
收藏  |  浏览/下载：3/0  |  提交时间：2025/06/25
Actor-critic (AC)  Discrepancy  Variance  Importance sampling (IS)  Off-policy  Relative importance sampling (RIS)  
Accelerate Point Cloud Structuring for Deep Neural Networks via Fast Spatial-Searching Tree 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2025, 卷号: 35, 期号: 3, 页码: 2570-2585
作者:  Zhan, Jinyu;  Zou, Shiyu;  Jiang, Wei;  Zhang, Youyuan;  Peng, Suidi;  Wang, Ying
收藏  |  浏览/下载：3/0  |  提交时间：2025/06/25
Deep neural networks  point cloud structuring  fast spatial-searching tree  sampling  neighbor query  acceleration  Deep neural networks  point cloud structuring  fast spatial-searching tree  sampling  neighbor query  acceleration  
BIRD plus : Design of a Lightweight Communication Compressor for Resource-Constrained Distribution Learning Platforms 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 11, 页码: 2193-2207
作者:  Wu, Donglei;  Yang, Weihao;  Zou, Xiangyu;  Feng, Hao;  Tao, Dingwen;  Li, Shiyi;  Xia, Wen;  Fang, Binxing
收藏  |  浏览/下载：26/0  |  提交时间：2024/12/06
Indexes  Costs  Computational modeling  Distance learning  Computer aided instruction  Training  Tensors  Distributed learning  communication compression  random sampling  neural network  
Rethinking Collaborative Metric Learning: Toward an Efficient Alternative Without Negative Sampling 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 1, 页码: 1017-1035
作者:  Bao, Shilong;  Xu, Qianqian;  Yang, Zhiyong;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：41/0  |  提交时间：2023/07/12
Recommendation system  collaborative metric learning  negative sampling  machine learning  
Decoupled R-CNN: Sensitivity-Specific Detector for Higher Accurate Localization 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 卷号: 32, 期号: 9, 页码: 6324-6336
作者:  Wang, Dong;  Shang, Kun;  Wu, Huaming;  Wang, Ce
收藏  |  浏览/下载：44/0  |  提交时间：2022/12/07
Proposals  Detectors  Task analysis  Sensitivity  Object detection  Training  Feature extraction  Object detection  R-CNN  two-stage detection  decoupled sampling strategy  decoupled R-CNN  
Sampling Methods for Efficient Training of Graph Convolutional Networks: A Survey 期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2022, 卷号: 9, 期号: 2, 页码: 205-234
作者:  Liu, Xin;  Yan, Mingyu;  Deng, Lei;  Li, Guoqi;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载：59/0  |  提交时间：2022/06/21
Efficient training  graph convolutional networks (GCNs)  graph neural networks (GNNs)  sampling method  
BSR-TC: Adaptively Sampling for Accurate Triangle Counting over Evolving Graph Streams 期刊论文
INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING, 2021, 卷号: 31, 期号: 11N12, 页码: 1561-1581
作者:  Xuan, Wei;  Cao, Huawei;  Yan, Mingyu;  Tang, Zhimin;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载：41/0  |  提交时间：2022/12/07
Evolving graph streams  triangle counting  bounded sampling ratio  
DSPNet: A low computational-cost network for human pose estimation 期刊论文
NEUROCOMPUTING, 2021, 卷号: 423, 页码: 327-335
作者:  Zhong, Fujin;  Li, Mingyang;  Zhang, Kun;  Hu, Jun;  Liu, Li
收藏  |  浏览/下载：52/0  |  提交时间：2021/12/01
Human pose estimation  Convolutional neural network  Up-sampling unit  Deep supervision  Multi-scale obtaining  
Speedup in classical simulation of Gaussian boson sampling 期刊论文
SCIENCE BULLETIN, 2020, 卷号: 65, 期号: 10, 页码: 832-841
作者:  Wu, Bujiao;  Cheng, Bin;  Jia, Fei;  Zhang, Jialin;  Yung, Man-Hong;  Sun, Xiaoming
收藏  |  浏览/下载：73/0  |  提交时间：2020/12/10
Gaussian boson sampling  Classical simulation  Hafnian  Probability distribution  Marginal distribution  Quantum optics  
Panoramic Light Field From Hand-Held Video and Its Sampling for Real-Time Rendering 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2020, 卷号: 30, 期号: 4, 页码: 1011-1021
作者:  Zhao, Qiang;  Dai, Feng;  Lv, Jing;  Ma, Yike;  Zhang, Yongdong
收藏  |  浏览/下载：75/0  |  提交时间：2020/12/10
Cameras  Rendering (computer graphics)  Streaming media  Light fields  Real-time systems  Apertures  Integer linear programming  Panoramic  light field  hand-held  sampling  set multicover problem  integer linear programming