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An Experimental Study on Exploring Strong Lightweight Vision Transformers via Masked Image Modeling Pre-training
期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2025
作者:
Gao, Jin
;
Lin, Shubo
;
Wang, Shaoru
;
Kou, Yutong
;
Li, Zeming
Adobe PDF(3950Kb)
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收藏
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浏览/下载:214/2
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提交时间:2024/05/15
Masked image modeling
Vision transformers
Lightweight networks
Knowledge distillation
Visual tracking
Image representation
Machine vision
Photointerpretation
Vision
Down-stream
Fine tuning
Image modeling
Lightweight network
Performance
Pre-training
Vision transformer
Visual Tracking
Federated Fine-Tuning for Pre-Trained Foundation Models Over Wireless Networks
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2025, 卷号: PP, 期号: 99
作者:
Wang, Zixin
;
Zhou, Yong
;
Shi, Yuanming
;
Letaief, Khaled B.
Adobe PDF(12364Kb)
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收藏
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浏览/下载:78/1
|
提交时间:2025/02/28
Adversarial machine learning
Data privacy
Differential privacy
Edge computing
Frequency allocation
Integer programming
Learning to rank
Network embeddings
Resource allocation
Edge server
Fine tuning
Foundation models
Intelligence services
Learning performance
On-line algorithms
Parameter-efficient fine-tuning
Pre-trained foundation model
Resources allocation
Upper Bound
Federated Low-Rank Adaptation for Large Language Model Fine-Tuning Over Wireless Networks
会议论文
GLOBECOM 2024 - 2024 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Cape Town, South Africa, 8-12 Dec. 2024
作者:
Zixin Wang
;
Yong Zhou
;
Yuanming Shi
;
Khaled. B. Letaief
收藏
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浏览/下载:45/0
|
提交时间:2025/03/18
Edge computing
Frequency allocation
Integer programming
Learning to rank
Mixed-integer linear programming
Problem oriented languages
Resource allocation
Critical challenges
Device scheduling
Distributed data
Fine tuning
Fine-tuning methods
Global models
Language model
Learning performance
On-line algorithms
Radio resources
Satellite Federated Fine-Tuning for Foundation Models: Architecture Design and System Optimization
会议论文
GLOBECOM 2024 - 2024 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Cape Town, South Africa, 8-12 Dec. 2024
作者:
Yan Zhu
;
Peng Yang
;
Jingyang Zhu
;
Dingzhu Wen
;
Ting Wang
收藏
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浏览/下载:46/0
|
提交时间:2025/03/18
Edge computing
Integrated circuit design
Network security
Privacy by design
Satellite communication systems
Tropics
Architecture designs
Design optimization
Fine tuning
Foundation models
Intelligence models
Low earth orbit satellites
Modeling architecture
Proposed architectures
Satellite data
System optimizations
Fine-tuning large language models for chemical text mining
期刊论文
CHEMICAL SCIENCE, 2024, 卷号: 15, 期号: 27, 页码: 10600-10611
作者:
Zhang, Wei
;
Wang, Qinggong
;
Kong, Xiangtai
;
Xiong, Jiacheng
;
Ni, Shengkun
Adobe PDF(4746Kb)
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收藏
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浏览/下载:205/1
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提交时间:2024/06/24
Computational linguistics
Data acquisition
Data mining
Extraction
Knowledge management
Nuclear magnetic resonance spectroscopy
Organometallics
Computational chemists
Entity recognition
Fine tuning
Labelings
Language model
Metalorganic frameworks (MOFs)
Mining tasks
Power
Scientific literature
Text-mining
Practical Fine Tuning of Cascaded Loop Control of AC Motors
会议论文
2024 IEEE 10TH INTERNATIONAL POWER ELECTRONICS AND MOTION CONTROL CONFERENCE (IPEMC2024-ECCE ASIA), Chengdu, China, 17-20 May 2024
作者:
Bo Wu
;
Junlei Zhu
;
Jiahao Chen
Adobe PDF(5736Kb)
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收藏
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浏览/下载:286/4
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提交时间:2024/07/08
AC motors
Controllers
Damping
Electric drives
Electric loads
Linear control systems
Speed control
Torque
Torque measurement
Tuning
Analytical tuning
Damping ratio
Fine tuning
Load torques
Load-torque rejection
Loop control
Motor drive
Speed loops
Tracking performance
Tuning method
LinkPrompt: Natural and Universal Adversarial Attacks on Prompt-based Language Models
会议论文
2024 ANNUAL CONFERENCE OF THE NORTH AMERICAN CHAPTER OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, Hybrid, Mexico City, Mexico, June 16, 2024 - June 21, 2024
作者:
Xu Y(徐悦)
;
Wang WJ(王雯婕)
Adobe PDF(893Kb)
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收藏
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浏览/下载:408/2
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提交时间:2024/03/21
Computational linguistics
Learning algorithms
Learning systems
Natural language processing systems
Down-stream
Fine tuning
Gradient based
Language model
Language processing
Learning paradigms
Model training
Natural languages
Optimisations
Performance
Reducing Fine-Tuning Memory Overhead by Approximate and Memory-Sharing Backpropagation
会议论文
PROCEEDINGS OF MACHINE LEARNING RESEARCH, Vienna, Austria, July 21, 2024 - July 27, 2024
作者:
Yang, Yuchen
;
Shi, Yingdong
;
Wang, Cheems
;
Zhen, Xiantong
;
Shi, Yuxuan
Adobe PDF(949Kb)
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收藏
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浏览/下载:168/1
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提交时间:2024/10/11
Memory architecture
Memory management
Activation functions
Activation memory
Down-stream
Fine tuning
Large models
Large-scales
Memory overheads
Memory usage
Memory-sharing
Scale parameter
Knowledge-Guided Prompt Learning for Lifespan Brain MR Image Segmentation
会议论文
MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2024, PT II, Palmeraie Conf Ctr,Marrakesh,MOROCCO, OCT 06-10, 2024
作者:
Teng, Lin
;
Zhao, Zihao
;
Huang, Jiawei
;
Cao, Zehong
;
Meng, Runqi
Adobe PDF(2785Kb)
|
收藏
|
浏览/下载:282/7
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提交时间:2024/09/17
Brain MRI segmentation
Across the lifespan
Knowledge-guided prompt learning
Fine tuning
Transfer learning
Inter-Slice Super-Resolution of Magnetic Resonance Images by Pre-Training and Self-Supervised Fine-Tuning
会议论文
PROCEEDINGS - INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, Athens, Greece, May 27, 2024 - May 30, 2024
作者:
Wang, Xin
;
Song, Zhiyun
;
Zhu, Yitao
;
Wang, Sheng
;
Zhang, Lichi
Adobe PDF(8701Kb)
|
收藏
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浏览/下载:395/69
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提交时间:2024/09/20
Deep learning
Image analysis
Magnetic resonance
Medical imaging
Video analysis
Video recording
2-D slice
Clinical practices
Fine tuning
Image visualization
Isotropics
Learning-based super-resolution
Magnetic resonance image
Pre-training
Resolution techniques
Superresolution
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