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	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) \| 收藏 \| 浏览/下载：66/2 \| 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 Adobe PDF(9318Kb) \| 收藏 \| 浏览/下载：15/1 \| 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
	Federated Fine-Tuning for Pre-Trained Foundation Models Over Wireless Networks 期刊论文 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2025, 卷号: PP, 期号: 99 作者: Wang, Zixin; Zhou, Yong; Shi, Yuanming; Letaief, Khaled B. Adobe PDF(12364Kb) \| 收藏 \| 浏览/下载：73/1 \| 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
	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) \| 收藏 \| 浏览/下载：210/3 \| 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
	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) \| 收藏 \| 浏览/下载：293/2 \| 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) \| 收藏 \| 浏览/下载：357/46 \| 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) \| 收藏 \| 浏览/下载：230/2 \| 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
	Dependency Transformer Grammars: Integrating Dependency Structures into Transformer Language Models 会议论文 PROCEEDINGS OF THE ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, Bangkok, Thailand, August 11, 2024 - August 16, 2024 作者: Zhao, Yida; Lou, Chao; Tu, Kewei Adobe PDF(559Kb) \| 收藏 \| 浏览/下载：311/5 \| 提交时间：2024/10/11 Context free grammars Context sensitive grammars Formal languages Modeling languages Syntactics Dependency structures Dependency trees Embeddings Encodings Generalisation Inductive bias Language model Syntax tree Transition system
	Incomplete Multi-view Weak-Label Learning with Noisy Features and Imbalanced Labels 会议论文 LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Jakarta, Indonesia, November 15, 2023 - November 19, 2023 作者: Li, Zhiwei; Yang, Zijian Adobe PDF(737Kb) \| 收藏 \| 浏览/下载：380/62 \| 提交时间：2024/01/19 Embeddings Focal loss Hilbert-schmidt independence criterions Modern applications Multi-label learning Multi-view multi-label learning Multi-views Multiple labels Weak labels Weakly supervised learning
	AUGMENTING TRANSFORMERS WITH RECURSIVELY COMPOSED MULTI-GRAINED REPRESENTATIONS 会议论文 12TH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS, ICLR 2024, Hybrid, Vienna, Austria, May 7, 2024 - May 11, 2024 作者: Hu, Xiang; Zhu, Qingyang; Tu, Kewei; Wu, Wei 收藏 \| 浏览/下载：234/0 \| 提交时间：2024/08/23 Trees (mathematics) Bottom up Bottom-up and top-down Contextualize Embeddings Hierarchical tree Interpretability Stackings Syntactic structure Topdown Tree structures

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