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Knowledge Commons of Institute of Automation,CAS
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Optimization-Based Post-Training Quantization With Bit-Split and Stitching
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 2, 页码: 2119-2135
Authors:
Wang, Peisong
;
Chen, Weihan
;
He, Xiangyu
;
Chen, Qiang
;
Liu, Qingshan
;
Cheng, Jian
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View/Download:1/0
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Submit date:2023/03/20
Deep neural networks
compression
quantization
post-training quantization
Online Battery Protective Energy Management for Energy-Transportation Nexus
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 卷号: 18, 期号: 11, 页码: 8203-8212
Authors:
Li, Shuangqi
;
Zhao, Pengfei
;
Gu, Chenghong
;
Li, Jianwei
;
Cheng, Shuang
;
Xu, Minghao
Favorite
  |  
View/Download:32/0
  |  
Submit date:2022/11/14
Batteries
Aging
Vehicle-to-grid
US Department of Defense
Costs
Renewable energy sources
Reinforcement learning
Battery aging mitigation
deep reinforcement learning (DRL)
electric vehicle
microgrid (MG)
renewable energy
transportation electrification
vehicle-to-grid (V2G)
Toward Accurate Binarized Neural Networks With Sparsity for Mobile Application
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 13
Authors:
Wang, Peisong
;
He, Xiangyu
;
Cheng, Jian
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View/Download:67/0
  |  
Submit date:2022/07/25
Quantization (signal)
Deep learning
Convolution
Training
Biological neural networks
Optimization
Neurons
Acceleration
binarized neural networks (BNNs)
compression
fixed-point quantization
Block Convolution: Toward Memory-Efficient Inference of Large-Scale CNNs on FPGA
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 5, 页码: 1436-1447
Authors:
Li, Gang
;
Liu, Zejian
;
Li, Fanrong
;
Cheng, Jian
Favorite
  |  
View/Download:65/0
  |  
Submit date:2022/06/10
Convolution
Field programmable gate arrays
System-on-chip
Task analysis
Random access memory
Tensors
Memory management
Block convolution
convolutional neural network (CNN) accelerator
field-programmable gate array (FPGA)
memory efficient
off-chip transfer
One-Shot Relation Learning for Knowledge Graphs via Neighborhood Aggregation and Paths Encoding
期刊论文
ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2022, 卷号: 21, 期号: 3, 页码: 19
Authors:
Sun, Jian
;
Zhou, Yu
;
Zong, Chengqing
Adobe PDF(1897Kb)
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View/Download:70/7
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Submit date:2022/06/10
One-shot learning
relation learning
knowledge graph completion
FedFV: federated face verification via equivalent class embeddings
期刊论文
MULTIMEDIA SYSTEMS, 2022, 页码: 11
Authors:
Liu, Lingyun
;
Zhang, Yifan
;
Gao, Haoyuan
;
Yu, Xingtao
;
Cheng, Jian
Adobe PDF(1435Kb)
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View/Download:91/7
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Submit date:2022/06/10
Equivalent class embeddings
Federated learning
Face recognition
Deep learning
Development and Stiffness Optimization for a Flexible-Tail Robotic Fish
期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2022, 卷号: 7, 期号: 2, 页码: 834-841
Authors:
Lu, Ben
;
Zhou, Chao
;
Wang, Jian
;
Fu, Yuzhuo
;
Cheng, Long
;
Tan, Min
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View/Download:83/0
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Submit date:2022/01/27
Biomimetics
biologically-inspired robots
mechanism design
Online battery-protective vehicle to grid behavior management
期刊论文
ENERGY, 2022, 卷号: 243, 页码: 10
Authors:
Li, Shuangqi
;
Zhao, Pengfei
;
Gu, Chenghong
;
Huo, Da
;
Zeng, Xianwu
;
Pei, Xiaoze
;
Cheng, Shuang
;
Li, Jianwei
Favorite
  |  
View/Download:50/0
  |  
Submit date:2022/06/10
Battery degradation
Battery protective strategy
Electric vehicle
Energy management
Energy storage system
Transportation electrification
Vehicle to grid
Fixed-point Quantization for Vision Transformer
会议论文
, Beijing, China, 2021-10-22
Authors:
Zhexin, Li
;
Peisong Wang
;
Zhiyuan Wang
;
Jian Cheng
Adobe PDF(940Kb)
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View/Download:70/8
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Submit date:2022/06/15
APRIL: Finding the Achilles' Heel on Privacy for Vision Transformers
会议论文
, New Orleans, Louisiana, USA, 2022-6
Authors:
Jiahao, Lu
;
Xi Sheryl, Zhang
;
Tianli, Zhao
;
Xiangyu, He
;
Jian Cheng
Adobe PDF(2770Kb)
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View/Download:76/5
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Submit date:2022/06/23
Trustworthy AI
Privacy-preserving machine learning