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	Predicting infant brain connectivity with federated multi-trajectory GNNs using scarce data 期刊论文 MEDICAL IMAGE ANALYSIS, 2025, 卷号: 102 作者: Pistos, Michalis; Li, Gang; Lin, Weili; Shen, Dinggang; Rekik, Islem Adobe PDF(5127Kb) \| 收藏 \| 浏览/下载：25/1 \| 提交时间：2025/04/11 Adversarial machine learning Contrastive Learning Graph neural networks Prediction models Brain connectivity Connectomics Data scarcity Graph neural networks Learning frameworks Longitudinal connectomic dataset Multi-modal Multimodal brain graph evolution prediction Single-baseline Trajectory prediction
	SPK: Semantic and Positional Knowledge for Zero-Shot Referring Expression Comprehension 会议论文 LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Kolkata, India, December 1, 2024 - December 5, 2024 作者: Du, Zetao; Yang, Jianhua; Wang, Junbo; Huang, Yan; Wang, Liang Adobe PDF(5305Kb) \| 收藏 \| 浏览/下载：60/1 \| 提交时间：2025/01/10 Large datasets Zero-shot learning Attribute information Image-based Large-scales Multi-modal Multimodal knowledge Natural-language expressions Referring expression comprehension Referring expressions Spatial informations Zero-shot
	A multimodal machine learning model for the stratification of breast cancer risk 期刊论文 NATURE BIOMEDICAL ENGINEERING, 2024 作者: Xuejun Qian; Jing Pei; Chunguang Han; Zhiying Liang; Gaosong Zhang Adobe PDF(6081Kb) \| 收藏 \| 浏览/下载：449/10 \| 提交时间：2024/09/22 Contrastive Learning Lung cancer Mammography Oncology Pathology Risk management Ultrasonic imaging Ultrasonic testing Breast Cancer Breast cancer risk Cancer risk Clinical practices Clinical tasks Machine learning models Multi-modal Multimodal models Patient management Work-flows
	Multimodal Local Representation Learning For Multi-Task Blastocyst Assessment 会议论文 IEEE SYMPOSIUM ON BIOMEDICAL IMAGING 2024, Athens, Greece, 27-30 May 2024 作者: Zhang J(张军); Zheng BZ(郑博中); Ni N(倪娜); Tong GQ(童国庆); Wu YN(武颖娜) Adobe PDF(547Kb) \| 收藏 \| 浏览/下载：535/7 \| 提交时间：2024/05/29 Adversarial machine learning Cell culture Contrastive Learning Image representation Image retrieval Multi-task learning Biomedical images Blastocyst assessment Image texts Image-text retrieval Learning frameworks Multi tasks Multi-modal Multi-task model Multimodal local representation Text retrieval
	Instruction-ViT: Multi-modal prompts for instruction learning in vision transformer 期刊论文 INFORMATION FUSION, 2024, 卷号: 104 作者: Xiao, Zhenxiang; Chen, Yuzhong; Yao, Junjie; Zhang, Lu; Liu, Zhengliang Adobe PDF(1988Kb) \| 收藏 \| 浏览/下载：284/2 \| 提交时间：2024/02/02 Image enhancement Image segmentation Object detection Object recognition Down-stream Instruction learning Language model Multi-modal Multi-modal prompt Multimodal information fusion Performance Task performance Vision transformer Visual model
	NaMa: Neighbor-Aware Multi-Modal Adaptive Learning for Prostate Tumor Segmentation on Anisotropic MR Images 会议论文 PROCEEDINGS OF THE AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, Vancouver, BC, Canada, February 20, 2024 - February 27, 2024 作者: Meng, Runqi; Zhang, Xiao; Huang, Shijie; Gu, Yuning; Liu, Guiqin Adobe PDF(2640Kb) \| 收藏 \| 浏览/下载：413/49 \| 提交时间：2024/04/26 Anisotropy Chemical activation Diagnosis Diseases Image segmentation Learning systems Magnetic resonance imaging Tumors Urology Adaptive learning Learning network Multi-modal Prostate cancers Prostate tumor Segmentation methods Specific information Subject-specific Tumor delineation Tumor segmentation
	A Label Disambiguation-Based Multimodal Massive Multiple Instance Learning Approach for Immune Repertoire Classification 会议论文 PROCEEDINGS OF THE AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, Vancouver, BC, Canada, February 20, 2024 - February 27, 2024 作者: Xu, Fan; Zhao, Yu; Wu, Bingzhe; Huang, Yueshan; Ren, Qin Adobe PDF(1229Kb) \| 收藏 \| 浏览/下载：376/58 \| 提交时间：2024/04/26 Artificial intelligence Learning systems Computational burden Computational costs Fusion modules Immune receptors Learning approach Learning problem Multi-modal Multi-modal fusion Multiple-instance learning Time points
	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) \| 收藏 \| 浏览/下载：235/3 \| 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
	Fast metric multi-view hashing for multimedia retrieval 期刊论文 INFORMATION FUSION, 2024, 卷号: 103 作者: Zhu, Jian; Hu, Pengbo; Li, Bingqian; Zhou, Yi Adobe PDF(850Kb) \| 收藏 \| 浏览/下载：304/0 \| 提交时间：2024/01/19 Benchmarking Deep metric learning Heterogeneous data Loss functions Metric information Metric learning Multi-modal Multi-modal hash Multi-view hash Multi-views Multimedia Retrieval
	Multi-Modality is All You Need for Transferable Recommender Systems 会议论文 PROCEEDINGS - INTERNATIONAL CONFERENCE ON DATA ENGINEERING, Utrecht, Netherlands, May 13, 2024 - May 17, 2024 作者: Li, Youhua; Du, Hanwen; Ni, Yongxin; Zhao, Pengpeng; Guo, Qi Adobe PDF(1043Kb) \| 收藏 \| 浏览/下载：261/45 \| 提交时间：2024/08/23 Behavioral research Learning systems Signal encoding Cross-modal ID-based Learning objectives Multi-modal Multi-modal learning Multi-modality Self-supervised learning Transfer learning Transition patterns Unique identifiers Recommender System Multi-modal Learning Transfer Learning Self-supervised Learning

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