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面向算力网络的智慧调度综述 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 6, 页码: 1086-1103
作者:  李逸博;  李小平;  王爽;  蒋嶷川
Adobe PDF(1752Kb)  |  收藏  |  浏览/下载：11/7  |  提交时间：2024/07/02
算力网络  云计算  边缘计算  资源调度  知识  
Supar Sparse 3D Object Detection 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 卷号: 45, 期号: 10, 页码: 12490-12505
作者:  Fan L(范略);  Yang YX(杨禹雪);  Wang F(王峰);  Wang NY(王乃岩);  Zhang ZX(张兆翔)
Adobe PDF(5476Kb)  |  收藏  |  浏览/下载：36/3  |  提交时间：2024/06/18
目标检测  点云  自动驾驶  
Power Control Based on Deep Reinforcement Learning for Spectrum Sharing 期刊论文
IEEE Transactions on Wireless Communications, 2024, 卷号: 19, 期号: 6, 页码: 4209-4219
作者:  Zhang,Haijun;  Yang,Ning;  Huangfu,Wei;  Long,Keping;  Leung,VictorCM
Adobe PDF(1925Kb)  |  收藏  |  浏览/下载：33/14  |  提交时间：2024/06/12
FireFly v2: Advancing Hardware Support for High-Performance Spiking Neural Network With a Spatiotemporal FPGA Accelerator 期刊论文
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2024, 页码: 1-1
作者:  Li, Jindong;  Shen, Guobin;  Zhao, Dongcheng;  Zhang, Qian;  Zeng, Yi
Adobe PDF(1738Kb)  |  收藏  |  浏览/下载：31/14  |  提交时间：2024/06/05
Beyond the Edge: An Advanced Exploration of Reinforcement Learning for Mobile Edge Computing, its Applications, and Future Research Trajectories 期刊论文
IEEE Communications Surveys and Tutorials, 2024, 页码: 50
作者:  Yang,Ning;  Chen,Shuo;  Zhang,Haijun;  Berry,Randall
Adobe PDF(1694Kb)  |  收藏  |  浏览/下载：48/6  |  提交时间：2024/06/01
Reinforcement learning, mobile edge computing, offloading scheduling, content caching, and communication  
Distributed Deep Reinforcement Learning: A Survey and a Multi-player Multi-agent Learning Toolbox 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 411-430
作者:  Qiyue Yin;  Tongtong Yu;  Shengqi Shen;  Jun Yang;  Meijing Zhao;  Wancheng Ni;  Kaiqi Huang;  Bin Liang;  Liang Wang
Adobe PDF(2923Kb)  |  收藏  |  浏览/下载：44/17  |  提交时间：2024/05/23
Deep reinforcement learning, distributed machine learning, self-play, population-play, toolbox  
The Life Cycle of Knowledge in Big Language Models: A Survey 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 217-238
作者:  Boxi Cao;  Hongyu Lin;  Xianpei Han;  Le Sun
Adobe PDF(1430Kb)  |  收藏  |  浏览/下载：51/9  |  提交时间：2024/04/23
Pre-trained language model, knowledge acquisition, knowledge representation, knowledge probing, knowledge editing, knowledge application  
Transformer: A General Framework from Machine Translation to Others 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 514-538
作者:  Yang Zhao;  Jiajun Zhang;  Chengqing Zong
Adobe PDF(1415Kb)  |  收藏  |  浏览/下载：47/13  |  提交时间：2024/04/23
Neural machine translation, Transformer, document neural machine translation (NMT), multimodal NMT, low-resource NMT  
A Survey on Collaborative DNN Inference for Edge Intelligence 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 3, 页码: 370-395
作者:  Wei-Qing Ren;  Yu-Ben Qu;  Chao Dong;  Yu-Qian Jing;  Hao Sun;  Qi-Hui Wu;  Song Guo
Adobe PDF(2969Kb)  |  收藏  |  浏览/下载：48/14  |  提交时间：2024/04/23
Artificial intelligence (AI), edge intelligence (EI), distributed computing, deep neural network (DNN), collaborative inference  
Visual Superordinate Abstraction for Robust Concept Learning 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 79-91
作者:  Qi Zheng;  Chao-Yue Wang;  Dadong Wang;  a-Cheng Tao
Adobe PDF(2703Kb)  |  收藏  |  浏览/下载：42/12  |  提交时间：2024/04/23
Concept learning  visual question answering  weakly-supervised learning  multi-modal learning  curriculum learning