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Prior Knowledge-Guided Triple-Domain Transformer-GAN for Direct PET Reconstruction From Low-Count Sinograms
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: 43, 期号: 12
作者:
Jiaqi Cui
;
Pinxian Zeng
;
Xinyi Zeng
;
Yuanyuan Xu
;
Peng Wang
Adobe PDF(2441Kb)
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收藏
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浏览/下载:237/4
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提交时间:2024/06/17
Image reconstruction
Frequency-domain analysis
Positron emission tomography
Transformers
Imaging
Training
Reconstruction algorithms
Positron emission tomography (PET) reconstruction
triple-domain
prior knowledge
global-local frequency parser
transformer
Instruct Pix-to-3D: Instructional 3D object generation from a single image
期刊论文
NEUROCOMPUTING, 2024, 卷号: 600
作者:
Cai, Weiwei
Adobe PDF(4040Kb)
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浏览/下载:283/0
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提交时间:2024/08/09
3D modeling
Distillation
Domain Knowledge
3D content
3D diffusion
3d generation
3D object
Diffusion model
Image diffusion
Neural radiance field
Object based
Objects-based
Single images
Harmonizing Generalization and Personalization in Federated Prompt Learning
会议论文
INTERNATIONAL CONFERENCE ON MACHINE LEARNING, Vienna, Austria, July 21, 2024 - July 27, 2024
作者:
Cui, Tianyu
;
Li, Hongxia
;
Wang, Jingya
;
Shi, Ye
Adobe PDF(854Kb)
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浏览/下载:225/6
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提交时间:2024/10/11
Adversarial machine learning
Contrastive Learning
Self-supervised learning
Transfer learning
Visual languages
Data heterogeneity
Domain levels
Generalisation
Generalization capability
Generalization capacity
Heterogeneous data
Knowledge guidances
Language model
Modeling abilities
Personalizations
Prompt-based Generation of Natural Language Explanations of Synthetic Lethality for Cancer Drug Discovery
会议论文
2024 JOINT INTERNATIONAL CONFERENCE ON COMPUTATIONAL LINGUISTICS, LANGUAGE RESOURCES AND EVALUATION, LREC-COLING 2024 - MAIN CONFERENCE PROCEEDINGS, Hybrid, Torino, Italy, May 20, 2024 - May 25, 2024
作者:
Zhang, Ke
;
Feng, Yimiao
;
Zheng, Jie
Adobe PDF(1018Kb)
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浏览/下载:177/1
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提交时间:2024/07/05
Computational linguistics
Diseases
Domain Knowledge
Natural language processing systems
Anti-cancer therapies
Anticancer drug
Cancer drug
Drug discovery
Explainability
Knowledge graphs
Language model
Natural language explanations
Pre-trained language model
Text-mining
Tailoring Large Language Models to Radiology: A Preliminary Approach to LLM Adaptation for a Highly Specialized Domain
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Vancouver, BC, Canada, October 8, 2023 - October 8, 2023
作者:
Liu, Zhengliang
;
Zhong, Aoxiao
;
Li, Yiwei
Adobe PDF(1885Kb)
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收藏
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浏览/下载:335/0
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提交时间:2023/11/24
Blending
Computational linguistics
Diagnosis
Domain Knowledge
Natural language processing systems
Domain specific
Language model
Language processing
Large language model
Large-scales
Natural language processing
Natural languages
Performance
Preliminary approach
Stringents
Learning to Shape Rewards Using a Game of Two Partners
会议论文
PROCEEDINGS OF THE 37TH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, AAAI 2023, Washington, DC, United states, February 7, 2023 - February 14, 2023
作者:
Adobe PDF(4032Kb)
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浏览/下载:178/2
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提交时间:2024/01/19
Domain Knowledge
Learning algorithms
Learning systems
Autonomous learning
Domain knowledge
Error prones
Learn+
Markov games
Performance
Reinforcement learnings
Reward function
Shaping algorithm
Two agents
ML-DSVM+: A meta-learning based deep SVM+ for computer-aided diagnosis
期刊论文
PATTERN RECOGNITION, 2023, 卷号: 134
作者:
Han, Xiangmin
;
Wang, Jun
;
Ying, Shihui
;
Shi, Jun
;
Shen, Dinggang
Adobe PDF(3405Kb)
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收藏
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浏览/下载:701/0
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提交时间:2022/10/14
Brain mapping
Classification (of information)
Computer aided diagnosis
Computer aided instruction
Deep neural networks
Electronic data interchange
Knowledge management
Neurodegenerative diseases
Feature representation
Imaging modality
Learning using privileged information
Metalearning
Performance
Single-modal
Support vector machine plus
Support vectors machine
Target domain
Transfer learning
NeuroExplainer: Fine-Grained Attention Decoding to Uncover Cortical Development Patterns of Preterm Infants
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Vancouver, BC, Canada, October 8, 2023 - October 12, 2023
作者:
Xue, Chenyu
;
Wang, Fan
;
Zhu, Yuanzhuo
;
Li, Hui
;
Meng, Deyu
Adobe PDF(5981Kb)
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收藏
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浏览/下载:315/46
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提交时间:2023/11/10
Brain
Decoding
Domain Knowledge
'current
Atypicals
Brain development
Development patterns
Fine grained
High-dimensional
Learn+
Model outputs
Modeling accuracy
Preterm infants
Do PLMs Know and Understand Ontological Knowledge?
会议论文
PROCEEDINGS OF THE ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, Toronto, ON, Canada, July 9, 2023 - July 14, 2023
作者:
Wu, Weiqi
;
Jiang, Chengyue
;
Jiang, Yong
;
Xie, Pengjun
;
Tu, Kewei
Adobe PDF(1754Kb)
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收藏
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浏览/下载:424/0
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提交时间:2023/11/10
Computational linguistics
Ontology
Semantics
Domain constraint
Factual knowledge
Implicit knowledge
Language model
Logical reasoning
Property
Range constraints
Semantics understanding
Surface forms
World knowledge
Fed-CO2: Cooperation of Online and Offline Models for Severe Data Heterogeneity in Federated Learning
会议论文
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS, New Orleans, LA, United states, December 10, 2023 - December 16, 2023
作者:
Cai, Zhongyi
;
Shi, Ye
;
Huang, Wei
;
Wang, Jingya
Adobe PDF(1759Kb)
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收藏
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浏览/下载:211/4
|
提交时间:2024/05/11
Data Privacy
Personalization
Heterogeneity Issue
Knowledge Transfer
Label Distribution Imbalance
Domain Generalization
Federated Learning
Neural Tangent Kernel
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