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Certified Quantization Strategy Synthesis for Neural Networks
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Milan, Italy, September 9, 2024 - September 13, 2024
作者:
Zhang, Yedi
;
Chen, Guangke
收藏
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浏览/下载:356/0
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提交时间:2024/10/11
Neural networks
Real time systems
Storage efficiency
Backdoors
Computing resource
Embedded real time systems
Inference efficiency
Neural-networks
Preimages
Quantisation
Storage costs
Storage resources
Strategy synthesis
A Maintainable Matrix Commitment Scheme with Constant-Size Public Parameters and Incremental Aggregation
会议论文
2024 IEEE 37TH COMPUTER SECURITY FOUNDATIONS SYMPOSIUM (CSF), Enschede, Netherlands, 8-12 July 2024
作者:
Wenhui Qiao
;
Liang Feng Zhang
Adobe PDF(510Kb)
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浏览/下载:271/2
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提交时间:2024/09/23
Matrix algebra
Commitment scheme
Constant sizes
Constant-size public parameter
Hidden Order
Incrementally aggregatable
Maintainable
matrix
Storage costs
Subvectors
Vector commitment
Cobalt-Promoted Noble-Metal Catalysts for Efficient Hydrogen Generation from Ammonia Borane Hydrolysis
期刊论文
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY;, 2023, 卷号: 145, 期号: 9, 页码: 5486-5495
作者:
Meng, Yali
;
Sun, Qinghao
;
Zhang, Tianjun
;
Zhang, Jichao
;
Dong, Zhuoya
Adobe PDF(6777Kb)
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收藏
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浏览/下载:496/1
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提交时间:2023/03/24
Ammonia
Catalyst activity
Chemical stability
Cobalt
Cobalt compounds
Cost effectiveness
Density functional theory
Hydrogen production
Hydrogen storage
Molecules
Precious metals
Ammonia borane
Chemical hydrogen storage
Cost effective
Efficient costs
Hydrogen generations
Noble metal catalysts
Reduction strategy
Stable catalysts
Turnover frequency
]+ catalyst
Tensor Train Random Projection
期刊论文
CMES - COMPUTER MODELING IN ENGINEERING AND SCIENCES, 2023, 卷号: 134, 期号: 2, 页码: 1197-1218
作者:
Feng, Yani
Adobe PDF(713Kb)
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浏览/下载:944/324
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提交时间:2022/10/14
Dimension reduction
High-dimensional dataset
Isometric projections
Pairwise distances
Random projection methods
Random projections
Scalings
Speed up
Storage costs
Tensor trains
An Automata-Theoretic Approach to Synthesizing Binarized Neural Networks
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Singapore, Singapore, October 24, 2023 - October 27, 2023
作者:
Tao, Ye
;
Liu, Wanwei
;
Song, Fu
;
Liang, Zhen
;
Wang, Ji
Adobe PDF(733Kb)
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浏览/下载:431/122
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提交时间:2023/11/24
Automata theory
Digital arithmetic
Specification languages
Automata-theoretic approach
Binary values
Computing cost
Fixed points
Floating point numbers
Neural-networks
Point representations
Quantisation
Resourceconstrained devices
Storage costs
Challenges and strategies of lithium-rich layered oxides for Li-ion batteries
期刊论文
NANO RESEARCH, 2023, 卷号: 16, 期号: 1, 页码: 391-402
作者:
Nie, Lu
;
Chen, Shaojie
;
Liu, Wei
Adobe PDF(6914Kb)
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浏览/下载:361/4
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提交时间:2022/08/12
Cathodes
Degradation
Environmental technology
Ions
Lithium compounds
Morphology
Cathodes material
Competitive costs
Degradation mechanism
Element doping
Energy storage technologies
Environmental friendliness
Higher energy density
Lattice structures
Lithium-rich layered oxides
Portable electronics
Learning Towards Synchronous Network Memorizability and Generalizability for Continual Segmentation Across Multiple Sites
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Singapore, Singapore, September 18, 2022 - September 22, 2022
作者:
Zhang, Jingyang
Adobe PDF(1414Kb)
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浏览/下载:1064/136
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提交时间:2022/10/28
Learning systems
Medical computing
Medical imaging
Clinical practices
Continual segmentation
Data stream
Generalizability
Learn+
Memorizability
Optimisations
Sequential data
Storage costs
Synchronous networks
Distributed computation offloading in resource limited fog computing
会议论文
IEEE VEHICULAR TECHNOLOGY CONFERENCE, Honolulu, HI, United states, September 22, 2019 - September 25, 2019
作者:
Hongbin Zhu
;
Zhenghang Zhu
;
Xiliang Luo
;
Hua Qian
Adobe PDF(480Kb)
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收藏
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浏览/下载:310/0
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提交时间:2022/12/09
computation offloading
Fog computing
Economic and social effects
Digital storage
Adaptation algorithms
Alternating direction method of multipliers
Communication cost
Computation offloading
Computational costs
Distributed computations
Optimization problems
Social welfare maximization
alternating direction method of multipliers
ADMM
Blind Demixing via Wirtinger Flow with Random Initialization
会议论文
22ND INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 89, Naha, Japan, April 16, 2019 - April 18, 2019
作者:
Adobe PDF(546Kb)
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收藏
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浏览/下载:736/0
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提交时间:2019/07/12
Iterative methodsFast convergence rate
Global conver-gence
Imaging processing
Large-scale problem
Semi-definite programming
Source signals
Storage costs
Strong convexities
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