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Progressive self-supervised learning: A pre-training method for crowd counting
期刊论文
PATTERN RECOGNITION LETTERS, 2025, 卷号: 188, 页码: 148-154
作者:
Gu, Yao
;
Zheng, Zhe
;
Wu, Yingna
;
Xie, Guangping
;
Ni, Na
Adobe PDF(2000Kb)
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浏览/下载:116/2
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提交时间:2025/02/12
Adversarial machine learning
Contrastive Learning
Federated learning
Crowd counting
Dataset construction
Feature representation
Images classification
Learning methods
Learning process
Modeling performance
Pre-training
Supervised learning approaches
Training methods
Two-Server Verifiable Federated Learning: Unconditional Security and Practical Efficiency
会议论文
2024 27TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN (CSCWD), Tianjin, China, 8-10 May 2024
作者:
Haofei Wang
;
Li-Ping Wang
;
Liang Feng Zhang
;
Huaxiong Wang
Adobe PDF(1734Kb)
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浏览/下载:256/1
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提交时间:2024/07/15
Information theory
Cloud-computing
Global models
Information-theoretical security
Learning schemes
Privacy preserving
Security challenges
Training process
Trusted authorities
Unconditional security
Verifiable federated learning
A Speed- and Energy-Driven Holistic Training Framework for Sparse CNN Accelerators
会议论文
2023 DESIGN, AUTOMATION AND TEST IN EUROPE CONFERENCE (DATE), Antwerp, Belgium, April 17, 2023 - April 19, 2023
作者:
Yuanchen Qu
;
Yu Ma
;
Pingqiang Zhou
Adobe PDF(3175Kb)
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浏览/下载:291/2
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提交时间:2023/03/14
CNN Accelerator, Training, Activation Map Sparsification, Energy Consumption, Processing Speed
Chemical activation
Low power electronics
Activation map sparsification
Activation maps
Consumption cycles
Convolution neural network
Convolution neural network accelerator
Energy processing
Energy-consumption
Processing speed
Sparsification
Training process
A Hybrid Training Framework for Speeding up the Inference Process of Spiking Neural Networks
会议论文
2023 CHINA SEMICONDUCTOR TECHNOLOGY INTERNATIONAL CONFERENCE, CSTIC 2023, Shanghai, China, June 26, 2023 - June 27, 2023
作者:
Li, Ziwen
;
Ma, Yu
;
Zhou, Pingqiang
Adobe PDF(602Kb)
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浏览/下载:209/1
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提交时间:2023/10/13
Economic and social effects
Energy efficiency
Computing paradigm
High energy efficiency
High-accuracy
Hybrid training
Inference process
Low speed
Neural-networks
Research interests
Trade off
Training framework
One Training for Multiple Deployments: Polar-based Adaptive BEV Perception for Autonomous Driving
会议论文
PROCEEDINGS - IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, London, United kingdom, May 29, 2023 - June 2, 2023
作者:
Huitong Yang
;
Xuyang Bai
;
Xinge Zhu
;
Yuexin Ma
Adobe PDF(5403Kb)
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浏览/下载:705/226
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提交时间:2023/09/08
Computing power
Large dataset
'current
3D perception
Autonomous driving
Computing power
Computing resource
Feature map
Large models
Learning-based algorithms
Regular grids
Training process
Enhancing Intellectual Property Protection in Deep Neural Network with Confidential Computing
会议论文
PROCEEDINGS - 2022 IEEE SMARTWORLD, UBIQUITOUS INTELLIGENCE AND COMPUTING, AUTONOMOUS AND TRUSTED VEHICLES, SCALABLE COMPUTING AND COMMUNICATIONS, DIGITAL TWIN, PRIVACY COMPUTING, METAVERSE, SMARTWORLD/UIC/ATC/SCALCOM/DIGITALTWIN/PRICOMP/METAVERSE 2022, Haikou, China, December 15, 2022 - December 18, 2022
作者:
Wensheng Tian
;
Ruiyan Xia
Adobe PDF(284Kb)
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浏览/下载:254/0
|
提交时间:2023/09/08
Deep neural networks
Digital watermarking
Distillation
Distributed computer systems
Computational resources
Confidential computing
Data preprocessing
Inference models
Intellectual property protection
Learning models
Neural network model
Protection techniques
Public clouds
Training process
Towards Purely Unsupervised Disentanglement of Appearance and Shape for Person Images Generation
会议论文
HUMA 2020 - PROCEEDINGS OF THE 1ST INTERNATIONAL WORKSHOP ON HUMAN-CENTRIC MULTIMEDIA ANALYSIS, Virtual, Online, United states, October 12, 2020
作者:
Yang, Hongtao
;
Zhang, Tong
;
Huang, Wenbing
;
He, Xuming
;
Porikli, Fatih
Adobe PDF(8561Kb)
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浏览/下载:361/69
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提交时间:2022/12/09
Musculoskeletal system
Body segmentations
Color consistency
Different shapes
Mutual informations
Research interests
State of the art
Supervised methods
Training process
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