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Advancing Problem-Based Learning with Clinical Reasoning for Improved Differential Diagnosis in Medical Education
会议论文
CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS - PROCEEDINGS, Yokohama, Japan, April 26, 2025 - May 1, 2025
作者:
Xu, Yuansong
;
Shao, Yuheng
;
Dong, Jiahe
;
Shi, Shaohan
;
Jiang, Chang
Adobe PDF(36555Kb)
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收藏
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浏览/下载:9/2
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提交时间:2025/06/17
Active learning
Case based reasoning
Records management
Students
Teaching
Clinical reasoning
Clinical settings
Current problems
Differential diagnosis
Embeddings
Evidence-based
Information organization
Instructional settings
Problem based learning
Real-world
Unsupervised Self-Prior Embedding Neural Representation for Iterative Sparse-View CT Reconstruction
会议论文
PROCEEDINGS OF THE AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, Philadelphia, PA, United states, February 25, 2025 - March 4, 2025
作者:
Tian, Xuanyu
;
Chen, Lixuan
;
Wu, Qing
;
Du, Chenhe
;
Shi, Jingjing
Adobe PDF(6262Kb)
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浏览/下载:20/6
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提交时间:2025/06/17
current
Clinical settings
CT-reconstruction
Embeddings
Image domain
Neural representations
Performance
Representation method
Supervised methods
Tomography reconstruction
Federated Fine-Tuning for Pre-Trained Foundation Models Over Wireless Networks
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2025, 卷号: 24, 期号: 4, 页码: 3450-3464
作者:
Wang, Zixin
;
Zhou, Yong
;
Shi, Yuanming
;
Letaief, Khaled B.
Adobe PDF(12364Kb)
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浏览/下载:100/1
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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
Guiding fusion of dynamic functional and effective connectivity in spatio-temporal graph neural network for brain disorder classification
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2025, 卷号: 309
作者:
Chen, Dongdong
;
Liu, Mengjun
;
Wang, Sheng
;
Li, Zheren
;
Bai, Lu
Adobe PDF(2248Kb)
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浏览/下载:79/2
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提交时间:2025/02/12
Dynamic contrast enhanced MRI
Graph embeddings
Attention mechanisms
Brain connectivity
Brain disorders
Brain networks
Connectivity pattern
Effective connectivities
FMRI
Functional connectivity
Graph neural networks
Spatio-temporal graphs
Task-aware Attentional Dynamic Alignment for Few-Shot Compressed Video Classification
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2025, 卷号: PP, 期号: 99
作者:
Wenyang Luo
;
Yufan Liu
;
Bing Li
;
Weiming Hu
;
Stephen Maybank
Adobe PDF(9318Kb)
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浏览/下载:56/1
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提交时间:2025/03/03
Embeddings
Footage counters
Gluing
Image compression
Video recording
Compressed domain
Compressed video
Dynamic alignment
Embeddings
Few-shot learning
Novel task
Shot video classifications
Task-aware
Temporal ordering
Video classification
DHSampling: Diversity-Based Hyperedge Sampling in GNN Learning with Application to Medical Imaging Classification
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Marrakesh, Morocco, October 6, 2024 - October 6, 2024
作者:
Liu, Jiameng
;
Pala, Furkan
;
Rekik, Islem
;
Shen, Dinggang
Adobe PDF(1654Kb)
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浏览/下载:245/3
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提交时间:2024/11/29
Adversarial machine learning
Contrastive Learning
Graph embeddings
Graph neural networks
Network embeddings
Network theory (graphs)
Clinical data
Diversity-based sampling
Efficient graph neural network learning
Embeddings
Graph neural networks
Hyperedges
Large-scales
Neural network learning
Subgraphs
Topology and embedding diversity
SCOPE: Sign Language Contextual Processing with Embedding from LLMs
会议论文
AAAI, Philadelphia, PA, United states, February 25, 2025 - March 4, 2025
作者:
Liu, Yuqi
;
Zhang, Wenqian
;
Ren, Sihan
;
Huang, Chengyu
;
Yu, Jingyi
Adobe PDF(30959Kb)
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浏览/下载:368/6
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提交时间:2024/09/18
current
Context-Aware
Contextual information
Embeddings
Language translation
Multi-modal
Sign language
Sign Language recognition
Vision based sign language recognition
Visual information
Data-Driven Optimal Feedback Laws via Kernel Mean Embeddings
预印本
2024
作者:
Bevanda, Petar
;
Hoischen, Nicolas
;
Sosnowski, Stefan
;
Hirche, Sandra
;
Houska, Boris
Adobe PDF(1915Kb)
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浏览/下载:334/2
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提交时间:2024/08/14
kernel mean embeddings
optimal control
machine learning
data-driven control
kernel methods
DressCode: Autoregressively Sewing and Generating Garments from Text Guidance
期刊论文
ACM TRANSACTIONS ON GRAPHICS, 2024, 卷号: 43, 期号: 4
作者:
He, Kai
;
Yao, Kaixin
;
Zhang, Qixuan
;
Yu, Jingyi
;
Liu, Lingjie
Adobe PDF(10442Kb)
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收藏
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浏览/下载:423/74
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提交时间:2024/08/09
Interactive computer graphics
Virtual reality
3D content
3d garments
Autoregressive modelling
Content creation
Digital humans
Embeddings
Fashion design
Garment generation
Sewing pattern
Virtual try-on
Tri-Modal Motion Retrieval by Learning a Joint Embedding Space
会议论文
ARXIV, Seattle, WA, USA, 16-22 June 2024
作者:
Yin, Kangning
;
Zou, Shihao
;
Ge, Yuxuan
;
Tian, Zheng
Adobe PDF(1353Kb)
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收藏
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浏览/下载:260/3
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提交时间:2024/05/15
Contrastive Learning
Human engineering
Metadata
Text processing
Cross-modal
Cross-modal retrieval
Embeddings
High quality
Human motion data
Human motions
Motion alignment
Motion retrieval
Multi-modal learning
Video motion
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