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Learning Video-Text Aligned Representations for Video Captioning 期刊论文
ACM Trans. Multimedia Comput. Commun. Appl., 2023, 页码: 1-21
作者:  Yaya Shi;  Haiyang Xu;  Chunfeng Yuan;  Bing Li;  Weiming Hu,;  Zhengjun Zha
Adobe PDF(3574Kb)  |  收藏  |  浏览/下载：171/66  |  提交时间：2023/04/28
Transformer: A General Framework from Machine Translation to Others 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 514-538
作者:  Yang Zhao
Adobe PDF(1415Kb)  |  收藏  |  浏览/下载：98/30  |  提交时间：2023/08/02
Neural machine translation, Transformer, document neural machine translation (NMT), multimodal NMT, low-resource NMT  
Machine Learning for Brain Imaging Genomics Methods: A Review 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 57-78
作者:  Mei-Ling Wang
Adobe PDF(2285Kb)  |  收藏  |  浏览/下载：225/80  |  提交时间：2023/01/18
Brain imaging genomics  machine learning  multivariate analysis  association analysis  outcome prediction  
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：54/16  |  提交时间：2023/08/02
Multi-modal (MM), pre-trained model (PTM), information fusion, representation learning, deep learning  
Multimodal Pretraining from Monolingual to Multilingual 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 220-232
作者:  Liang Zhang, Ludan Ruan, Anwen Hu, Qin Jin
Adobe PDF(14619Kb)  |  收藏  |  浏览/下载：199/31  |  提交时间：2023/04/03
Multilingual pretraining  multimodal pretraining  cross-lingual transfer  multilingual generation  cross-modal retrieval  
Cross-modal Contrastive Learning for Generalizable and Efficient Image-text Retrieval 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 569-582
作者:  Haoyu Lu
Adobe PDF(2928Kb)  |  收藏  |  浏览/下载：78/36  |  提交时间：2023/08/02
Image-text retrieval, multimodal modeling, contrastive learning, weak correlation, computer vision  
Parallel Learning: Overview and Perspective for Computational Learning Across Syn2Real and Sim2Real 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 603-631
作者:  Qinghai Miao;  Yisheng Lv;  Min Huang;  Xiao Wang;  Fei-Yue Wang
Adobe PDF(11937Kb)  |  收藏  |  浏览/下载：779/144  |  提交时间：2023/03/02
Machine learning  parallel learning  parallel systems  sim-to-real  syn-to-real  virtual-to-real  
Multi-View Multi-Label Fine-Grained Emotion Decoding From Human Brain Activity 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者:  Fu, Kaicheng;  Du, Changde;  Wang, Shengpei;  He, Huiguang
Adobe PDF(4570Kb)  |  收藏  |  浏览/下载：230/59  |  提交时间：2022/12/27
Decoding  Brain modeling  Functional magnetic resonance imaging  Predictive models  Emotion recognition  Dimensionality reduction  Pattern recognition  Fine-grained emotion decoding  multi-label learning  multi-view learning  product of experts (PoEs)  variational autoencoder  
Two subtypes of schizophrenia identified by an individual-level atypical pattern of tensor-based morphometric measurement 期刊论文
CEREBRAL CORTEX, 2022, 页码: 18
作者:  Shi, Weiyang;  Fan, Lingzhong;  Wang, Haiyan;  Liu, Bing;  Li, Wen;  Li, Jin;  Cheng, Luqi;  Chu, Congying;  Song, Ming;  Sui, Jing;  Luo, Na;  Cui, Yue;  Dong, Zhenwei;  Lu, Yuheng;  Ma, Yawei;  Ma, Liang;  Li, Kaixin;  Chen, Jun;  Chen, Yunchun;  Guo, Hua;  Li, Peng;  Lu, Lin;  Lv, Luxian;  Wan, Ping;  Wang, Huaning;  Wang, Huiling;  Yan, Hao;  Yan, Jun;  Yang, Yongfeng;  Zhang, Hongxing;  Zhang, Dai;  Jiang, Tianzi
Adobe PDF(4129Kb)  |  收藏  |  浏览/下载：423/147  |  提交时间：2022/09/19
schizophrenia  subtype  structural MRI  neuroimaging-clinic association analysis  neuroimaging-transcription association analysis  
Attention Analysis and Calibration for Transformer in Natural Language Generation 期刊论文
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2022, 页码: 1927-1938
作者:  Yu, Lu;  Jiajun, Zhang;  Jiali, Zeng;  Shuangzhi, Wu;  Chengqing, Zong
Adobe PDF(1978Kb)  |  收藏  |  浏览/下载：99/33  |  提交时间：2023/05/31
神经机器翻译