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Exploring the Trade-Offs: Unified Large Language Models vs Local Fine-Tuned Models for Highly-Specific Radiology NLI Task
期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2025, 卷号: PP, 期号: 99
作者:
Wu, Zihao
;
Zhang, Lu
;
Cao, Chao
;
Yu, Xiaowei
;
Liu, Zhengliang
Adobe PDF(6388Kb)
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收藏
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浏览/下载:40/3
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提交时间:2025/02/28
Inference engines
Intelligent systems
Network security
Problem oriented languages
Unified Modeling Language
Language inference
Language model
Language processing
Large language model
Natural language inference
Natural language processing
Natural languages
Performance
Radiology reports
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
Energy-Efficient Optimal Mode Selection for Edge AI Inference via Integrated Sensing-Communication-Computation
期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 12, 页码: 1-15
作者:
Liu, Shu
;
Wen, Dingzhu
;
Li, Da
;
Chen, Qimei
;
Zhu, Guangxu
Adobe PDF(23894Kb)
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收藏
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浏览/下载:363/7
|
提交时间:2024/08/23
Task analysis
Servers
Feature extraction
Sensors
Accuracy
Computational modeling
Performance evaluation
Edge AI inference
mode selection
integrated sensing-communication-computation
task-oriented communications
Portus: Efficient DNN Checkpointing to Persistent Memory with Zero-Copy
会议论文
2024 IEEE 44TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS (ICDCS), Jersey City, NJ, USA, 23-26 July 2024
作者:
Yuanhao Li
;
Tianyuan Wu
;
Guancheng Li
;
Yanjie Song
;
Shu Yin
Adobe PDF(1359Kb)
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收藏
|
浏览/下载:308/12
|
提交时间:2024/08/26
Graphics processing unit
Memory architecture
Problem oriented languages
Static random access storage
Check pointing
Index structure
Model training
Performance
Persistence memory
Persistent memory
RDMA
System for AI
Three-level
Zero copy
ZoomTrack: Target-aware Non-uniform Resizing for Efficient Visual Tracking
会议论文
ARXIV, null,New Orleans,LA, DEC 10-16, 2023
作者:
Kou, Yutong
;
Gao, Jin
Adobe PDF(2215Kb)
|
收藏
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浏览/下载:189/1
|
提交时间:2024/01/09
Data handling
Quadratic programming
Features extraction
High Speed
Input size
Non-uniform
Performance-oriented
Small inputs
State-of-the-art performance
Tracking speed
Visual fields
Visual Tracking
Creep properties of Ti–48Al–2Cr–2Nb alloy having similarly oriented lamellae with fine lamellar spacing
期刊论文
MATERIALS SCIENCE AND ENGINEERING A, 2022, 卷号: 861
作者:
Xia, Zhizhou
;
Liu, Ronghua
;
Shen, Yingying
;
Mohammed, Arroussi
;
Jia, Qing
Adobe PDF(20516Kb)
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收藏
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浏览/下载:620/0
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提交时间:2022/12/02
Activation energy
Aluminum alloys
Binary alloys
Dynamic recrystallization
Fracture mechanics
Microstructure
Titanium alloys
Applied stress
Creep performance
Creep properties
Fracture behavior
Lamellar microstructure
Lamellar spacing
Oriented lamella
Temperature range
Tensile creep behavior
TiAl alloy
Highly Thermostable and Efficient Formamidinium-Based Low-Dimensional Perovskite Solar Cells
期刊论文
ANGEWANDTE CHEMIE-INTERNATIONAL EDITION, 2021, 卷号: 60, 期号: 2, 页码: 856-864
作者:
Cheng, Lei
;
Liu, Zhou
;
Li, Shunde
;
Zhai, Yufeng
;
Wang, Xiao
Adobe PDF(2226Kb)
|
收藏
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浏览/下载:719/2
|
提交时间:2021/12/03
Conversion efficiency
Metal halides
Perovskite
Grazing incidence X
ray diffraction
Halide perovskites
Oriented crystals
Photovoltaic devices
Photovoltaic performance
Power conversion efficiencies
Thermally unstable
Two Dimensional (2 D)
formamidinium-based 2D perovskite
Dion-Jacobson type
thermostable
grazing-incidence X-ray diffraction
Gradient-Based Feature Extraction from Raw Bayer Pattern Images
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 5122-5137
作者:
Wei Zhou
;
Ling Zhang
Adobe PDF(39012Kb)
|
收藏
|
浏览/下载:1030/468
|
提交时间:2021/12/03
Colorimetry
Extraction
Feature extraction
Green computing
Pipelines
Bayer pattern images
Computer vision system
Demosaicing algorithm
Gradient based feature
Histogram of oriented gradients (HOG)
Image signal processing
Pedestrian detection
Performance degradation
Image color analysis
Colored noise
Histograms
Signal processing algorithms
Computer vision
Gradient
Bayer pattern image
feature extraction
demosaicing
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