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Next-Word Prediction: A Perspective of Energy-Aware Distributed Inference
期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 5, 页码: 5695-5708
作者:
Shangshang Wang
;
Ziyu Shao
;
John C.S. Lui
Adobe PDF(7221Kb)
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浏览/下载:258/0
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提交时间:2023/09/22
Budget control
E-learning
Economic and social effects
Energy utilization
Forecasting
Inference engines
Learning algorithms
Learning systems
Modeling languages
Natural language processing systems
Numerical methods
Quality control
Computational modelling
Distributed inference
Edge natural language processing
Energy-consumption
Language processing
Natural language processing
Natural languages
Next-word prediction
On-line controls
Online learning
Predictive models
Quality of experience
Quality-of-service
Word prediction
Grouped Multi-Task Learning with Hidden Tasks Enhancement
会议论文
FRONTIERS IN ARTIFICIAL INTELLIGENCE AND APPLICATIONS, Krakow, Poland, September 30, 2023 - October 4, 2023
作者:
Adobe PDF(599Kb)
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浏览/下载:508/206
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提交时间:2023/11/24
Clustering algorithms
Learning systems
Machine learning
Generalization performance
Learning methods
Multitask learning
Parameter learning
Parameter spaces
Prediction performance
Prediction tasks
Subspace clustering
Unified framework
Within clusters
A Proximal Iteratively Reweighted Approach for Efficient Network Sparsification
期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 1
作者:
Hao Wang
;
Xiangyu Yang
;
Yuanming Shi
;
Jun Lin
Adobe PDF(471Kb)
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浏览/下载:493/0
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提交时间:2022/01/04
Computational modeling
Convergence
Hardware
Biological neural networks
Quantization (signal)
Prediction algorithms
Numerical models
Deep learning
model compression
nonconvex regularization
proximal iteratively reweighted
inexact optimization
Fast-MVSNet: Sparse-to-Dense Multi-View Stereo With Learned Propagation and Gauss-Newton Refinement
会议论文
2020 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), Seattle, WA, USA, 13-19 June 2020
作者:
Zehao Yu
;
Shenghua Gao
Adobe PDF(9913Kb)
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浏览/下载:1230/174
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提交时间:2020/08/31
Three-dimensional displays
Memory management
Image resolution
Prediction algorithms
Image reconstruction
Optimization
Feature extraction
Classifying and Comparing Approaches to Subspace Clustering with Missing Data
会议论文
2019 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOP (ICCVW), Seoul, Korea (South), 27-28 Oct. 2019
作者:
Connor Lane
;
Ron Boger
;
Chong You
;
Manolis Tsakiris
;
Benjamin Haeffele
Adobe PDF(280Kb)
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浏览/下载:221/0
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提交时间:2020/03/16
Clustering algorithms
Optimization
Task analysis
Sparse matrices
Computer vision
Data science
Prediction algorithms
Data Censoring in Renewable Energy Enabled Wireless Sensor Networks
会议论文
2019 IEEE 90TH VEHICULAR TECHNOLOGY CONFERENCE (VTC2019-FALL), Honolulu, HI, USA, 22-25 Sept. 2019
作者:
Miao Yang
;
Liu Yang
;
Zhenghang Zhu
;
Haifeng Wang
;
Hua Qian
Adobe PDF(634Kb)
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浏览/下载:319/0
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提交时间:2019/11/27
Wireless sensor networks
Renewable energy sources
Estimation
Logic gates
Prediction algorithms
Batteries
Energy consumption
Fast Gaussian Process Occupancy Maps
会议论文
2018 15TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION, ROBOTICS AND VISION (ICARCV), Singapore, 18-21 Nov. 2018
作者:
Yuan, Yijun
;
Kuang, Haofei
;
Schwertfeger, Sören
Adobe PDF(1052Kb)
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浏览/下载:1075/344
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提交时间:2018/12/19
Robot sensing systems
Gaussian processes
Prediction algorithms
Buildings
Computational modeling
Pipelines
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