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CASIA OpenIR

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The Life Cycle of Knowledge in Big Language Models: A Survey 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 217-238
作者:  Boxi Cao
Adobe PDF(1430Kb)  |  收藏  |  浏览/下载：6/2  |  提交时间：2024/04/03
Pre-trained language model, knowledge acquisition, knowledge representation, knowledge probing, knowledge editing, knowledge application  
A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 824-850
作者:  M. Victoria Luzón;  Nuria Rodríguez-Barroso;  Alberto Argente-Garrido;  Daniel Jiménez-López;  Jose M. Moyano;  Javier Del Ser;  Weiping Ding;  Francisco Herrera
Adobe PDF(4602Kb)  |  收藏  |  浏览/下载：13/3  |  提交时间：2024/03/18
Data privacy  distributed machine learning  federated learning  software frameworks  
Point Cloud Classification Using Content-Based Transformer via Clustering in Feature Space 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 231-239
作者:  Yahui Liu;  Bin Tian;  Yisheng Lv;  Lingxi Li;  Fei-Yue Wang
Adobe PDF(8541Kb)  |  收藏  |  浏览/下载：207/151  |  提交时间：2024/01/02
Content-based Transformer  deep learning  feature aggregator  local attention  point cloud classification  
Machine Learning Methods in Solving the Boolean Satisfiability Problem 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 5, 页码: 640-655
作者:  Wenxuan Guo
Adobe PDF(1518Kb)  |  收藏  |  浏览/下载：69/34  |  提交时间：2023/09/25
Machine learning (ML), Boolean satisfiability (SAT), deep learning, graph neural networks (GNNs), combinatorial optimization  
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 483-513
作者:  Wei-Chien Wang
Adobe PDF(2691Kb)  |  收藏  |  浏览/下载：73/30  |  提交时间：2023/08/02
Self-supervised learning (SSL), contrastive learning, deep learning, medical image analysis, computer vision  
Large-scale Multi-modal Pre-trained Models: A Comprehensive Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 447-482
作者:  Xiao Wang
Adobe PDF(3540Kb)  |  收藏  |  浏览/下载：52/15  |  提交时间：2023/08/02
Multi-modal (MM), pre-trained model (PTM), information fusion, representation learning, deep learning  
Document-level Event Extraction via Parallel Prediction Networks 会议论文
, Online, 2021.8
作者:  Hang Yang;  Dianbo Sui;  Yubo Chen;  Kang Liu;  Jun Zhao;  Taifeng Wang
Adobe PDF(637Kb)  |  收藏  |  浏览/下载：126/51  |  提交时间：2023/07/04
Bag of Tricks for Training Data Extraction from Language Models 会议论文
, Hawaii, US, 2023-7
作者:  Yu, Weichen;  Pang, Tianyu;  Liu, Qian;  Du, Chao;  Kang, Bingyi;  Huang, Yan;  Yan, Shuicheng
Adobe PDF(2549Kb)  |  收藏  |  浏览/下载：151/64  |  提交时间：2023/07/03
Identification of epilepsy from intracranial EEG signals by using different neural network models 期刊论文
Computational Biology and Chemistry, 2020, 页码: 107310
作者:  Gong C(龚晨);  Zhang XX(张肖雄);  Niu YY(牛云云)
Adobe PDF(1786Kb)  |  收藏  |  浏览/下载：88/38  |  提交时间：2023/06/27
Intracranial Epileptic Seizures Detection Based on an Optimized Neural Network Classifier 期刊论文
Chinese Journal of Electronics, 2021, 页码: 419-425
作者:  Gong C(龚晨);  Liu JH(刘家辉);  Niu YY(牛云云)
Adobe PDF(956Kb)  |  收藏  |  浏览/下载：73/31  |  提交时间：2023/06/27