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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: 11, 期号: 3, 页码: 1027-1041
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:59/8
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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
MMJ-Bench: A Comprehensive Study on Jailbreak Attacks and Defenses for Vision Language Models
会议论文
PROCEEDINGS OF THE AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, Philadelphia, PA, United states, February 25, 2025 - March 4, 2025
作者:
Weng, Fenghua
;
Xu, Yue
;
Fu, Chengyan
;
Wang, Wenjie
Adobe PDF(818Kb)
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浏览/下载:9/2
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提交时间:2025/06/17
Visual languages
Comprehensive evaluation
Information channels
Language model
Model response
Modeling process
Multi-modal
Performance
Real-world task
Security challenges
Various attacks
Make LLM Inference Affordable to Everyone: Augmenting GPU Memory with NDP-DIMM
会议论文
2025 IEEE INTERNATIONAL SYMPOSIUM ON HIGH PERFORMANCE COMPUTER ARCHITECTURE (HPCA), Las Vegas, NV, USA, 1-5 March 2025
作者:
Lian Liu
;
Shixin Zhao
;
Bing Li
;
Haimeng Ren
;
Zhaohui Xu
Adobe PDF(1300Kb)
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浏览/下载:32/1
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提交时间:2025/04/14
Analog storage
Computer graphics equipment
Graphics processing unit
Neurons
Problem oriented languages
Static random access storage
'current
Computational loads
Cost effective
Data processing units
Language model
Model inference
Modeling parameters
Performance
Real- time
Weight parameters
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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浏览/下载:235/2
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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
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:122/2
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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
V^3: Viewing Volumetric Videos on Mobiles via Streamable 2D Dynamic Gaussians
期刊论文
ACM TRANSACTIONS ON GRAPHICS, 2024, 卷号: 43, 期号: 6
作者:
Wang, Penghao
;
Zhang, Zhirui
;
Wang, Liao
;
Yao, Kaixin
;
Xie, Siyuan
Adobe PDF(25Kb)
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浏览/下载:317/54
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提交时间:2024/12/13
3D modeling
Analog storage
Compact disks
Gaussian noise (electronic)
Image coding
Rendering (computer graphics)
Video recording
Video streaming
Virtual storage
Volume rendering
2D video
3d gaussian splatting
Gaussians
Human performance
Mobile rendering
Neural rendering
Rendering quality
Splatting
Volumetric video
Volumetrics
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: 14248-14262
作者:
Liu, Shu
;
Wen, Dingzhu
;
Li, Da
;
Chen, Qimei
;
Zhu, Guangxu
Adobe PDF(23894Kb)
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浏览/下载:396/7
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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
Fabrication and property research of a new 3D-Printable magnetorheological elastomer (MRE)
期刊论文
MATERIALS TODAY PHYSICS, 2024, 卷号: 45
作者:
Peng, Zezhou
;
Zhai, Zirong
;
Yang, Rui
;
Xu, Huiyu
;
Wu, Yingna
Adobe PDF(9767Kb)
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收藏
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浏览/下载:445/4
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提交时间:2024/06/07
3D printing
Automotive industry
Design of experiments
Elastomers
Functional materials
Magnetic fields
Plastics
Additive manufacturing technology
Carbonyl iron powder
Design demands
Magnetorheological
Magnetorheological effects
Magnetorheological elastomers
Modeling process
Performance
Property
Sheet samples
Small-signal model of S-S Compensated IPT System with Coupling Variation
会议论文
IPEMC 2024 - ECCE ASIA, Chengdu, China, 17-20 May 2024
作者:
Tianqi Li
;
Guangce Zheng
;
Minfan Fu
收藏
|
浏览/下载:347/0
|
提交时间:2024/03/25
Energy transfer
Coupling variation
Inductive powertransfer (IPT)
IPT system
Large signal models
Modeling
S-S compensation
Small signal model
Steady state performance
System output
System's stabilities
Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts
会议论文
PROCEEDINGS OF THE ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, Hybrid, Bangkok, Thailand, August 11, 2024 - August 16, 2024
作者:
Chen, Zhuo
;
Wang, Xinyu
;
Jiang, Yong
;
Xie, Pengjun
;
Huang, Fei
Adobe PDF(3364Kb)
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收藏
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浏览/下载:329/1
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提交时间:2024/10/11
Computational linguistics
Encoding (symbols)
Attention mechanisms
Computing resource
Context learning
In contexts
Language model
Model size
Open domain question answering
Original language modeling
Performance
Question Answering Task
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