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检索条件"主题词=masked autoencoder"
118 条 记 录,以下是21-30 订阅
排序:
MAPM:PolSAR Image Classification with masked autoencoder Based on Position Prediction and Memory Tokens
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REMOTE SENSING 2024年 第22期16卷 4280-4280页
作者: Wang, Jianlong Li, Yingying Quan, Dou Hou, Beibei Wang, Zhensong Sima, Haifeng Sun, Junding Henan Polytech Univ Sch Comp Sci & Technol Jiaozuo 454003 Peoples R China Xidian Univ Sch Artificial Intelligence Key Lab Intelligent Percept & Image Understanding Minist Educ Xian 710071 Peoples R China Henan Polytech Univ Sch Software Jiaozuo 454003 Peoples R China
Deep learning methods have shown significant advantages in polarimetric synthetic aperture radar (PolSAR) image classification. However, their performances rely on a large number of labeled data. To alleviate this pro... 详细信息
来源: 评论
masked autoencoder with dynamic multi-loss adaptation mechanism for few shot wafer map pattern recognition
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ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2024年 137卷
作者: Liang, Qi Zhou, Jian Wang, Yonglin Tongji Univ Sch Mech Engn Shanghai 201804 Peoples R China
Wafer Map Pattern Recognition (WMPR) is a critical aspect of semiconductor manufacturing. It indicates how to improve the manufacturing yields as we probe into the failure issues of the processes. In literature works,... 详细信息
来源: 评论
Graph masked autoencoder for Sequential Recommendation  23
Graph Masked Autoencoder for Sequential Recommendation
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46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
作者: Ye, Yaowen Xia, Lianghao Huang, Chao Univ Hong Kong Hong Kong Peoples R China
While some powerful neural network architectures (e.g., Transformer, Graph Neural Networks) have achieved improved performance in sequential recommendation with high-order item dependency modeling, they may suffer fro... 详细信息
来源: 评论
Voice Conversion Using Learnable Similarity-Guided masked autoencoder  21st
Voice Conversion Using Learnable Similarity-Guided Masked Au...
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21st International Workshop on Digital-Forensics and Watermarking (IWDW)
作者: Gu, Yewei Zhao, Xianfeng Yi, Xiaowei Xiao, Junchao Chinese Acad Sci Inst Informat Engn State Key Lab Informat Secur Beijing 100195 Peoples R China Univ Chinese Acad Sci Sch Cyber Secur Beijing 100195 Peoples R China
Voice conversion (VC) is an important voice forgery method that poses a serious threat to personal privacy protection, especially with remarkable achievements in timbre modification. To support forensic research on co... 详细信息
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Multi-Signal Reconstruction Using masked autoencoder From EEG During Polysomnography  12
Multi-Signal Reconstruction Using Masked Autoencoder From EE...
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12th International Winter Conference on Brain-Computer Interface (BCI)
作者: Kweon, Young-Seok Shin, Gi-Hwan Kwak, Heon-Gyu Jo, Ha-Na Korea Univ Dept Brain & Cognit Engn Seoul South Korea Korea Univ Dept Artificial Intelligence Seoul South Korea
Polysomnography (PSG) is an indispensable diagnostic tool in sleep medicine, essential for identifying various sleep disorders. By capturing physiological signals, including EEG, EOG, EMG, and cardiorespiratory metric... 详细信息
来源: 评论
BiMAE - A Bimodal masked autoencoder Architecture for Single-Label Hyperspectral Image Classification
BiMAE - A Bimodal Masked Autoencoder Architecture for Single...
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IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
作者: Kukushkin, Maksim Bogdan, Martin Schmid, Thomas Univ Leipzig Augustuspl 10 D-04109 Leipzig Germany Martin Luther Univ Halle Wittenberg Univ Pl 10 Halle Saale Germany
Hyperspectral imaging offers manifold opportunities for applications that may not, or only partially, be achieved within the visual spectrum. Our paper presents a novel approach for Single-Label Hyperspectral Image Cl... 详细信息
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NeuralMAE: Data-Efficient Neural Architecture Predictor with masked autoencoder  6th
NeuralMAE: Data-Efficient Neural Architecture Predictor with...
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6th Chinese Conference on Pattern Recognition and Computer Vision (PRCV)
作者: Liang, Qiaochu Gong, Lei Wang, Chao Zhou, Xuehai Li, Xi Univ Sci & Technol China Sch Comp Sci & Technol Hefei Peoples R China
Predictor-based Neural Architecture Search (NAS) offers a promising solution for enhancing the efficiency of traditional NAS methods. However, it is non-trivial to train the predictor with limited architecture evaluat... 详细信息
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GiGaMAE: Generalizable Graph masked autoencoder via Collaborative Latent Space Reconstruction  23
GiGaMAE: Generalizable Graph Masked Autoencoder via Collabor...
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32nd ACM International Conference on Information and Knowledge Management (CIKM)
作者: Shi, Yucheng Dong, Yushun Tan, Qiaoyu Li, Jundong Liu, Ninghao Univ Georgia Athens GA USA Univ Virginia Charlottesville VA USA Texas A&M Univ College Stn TX USA
Self-supervised learning with masked autoencoders has recently gained popularity for its ability to produce effective image or textual representations, which can be applied to various downstream tasks without retraini... 详细信息
来源: 评论
AMAE: Adaptation of Pre-trained masked autoencoder for Dual-Distribution Anomaly Detection in Chest X-Rays  26th
AMAE: Adaptation of Pre-trained Masked Autoencoder for Dual-...
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26th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI)
作者: Bozorgtabar, Behzad Mahapatra, Dwarikanath Thiran, Jean-Philippe Ecole Polytech Fed Lausanne EPFL Lausanne Switzerland Incept Inst AI IIAI Abu Dhabi U Arab Emirates Lausanne Univ Hosp CHUV Lausanne Switzerland
Unsupervised anomaly detection in medical images such as chest radiographs is stepping into the spotlight as it mitigates the scarcity of the labor-intensive and costly expert annotation of anomaly data. However, near... 详细信息
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AstroMAE: Redshift Prediction Using a masked autoencoder with a Novel Fine-Tuning Architecture  20
AstroMAE: Redshift Prediction Using a Masked Autoencoder wit...
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20th IEEE International Conference on E-Science (E-Science)
作者: Fathkouhi, Amirreza Dolatpour Fox, Geoffrey Charles Univ Virginia Dept Comp Sci Charlottesville VA 22903 USA
Redshift prediction is a fundamental task in astronomy, essential for understanding the expansion of the universe and determining the distances of astronomical objects. Accurate redshift prediction plays a crucial rol... 详细信息
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