Výsledky vyhľadávania - "masked autoencoder"

SS-MAE: Spatial-Spectral Masked Autoencoder for Multisource Remote Sensing Image Classification Autor Lin, Junyan, Gao, Feng, Shi, Xiaochen, Dong, Junyu, Du, Qian

“… To this end, we propose a spatial-spectral masked autoencoder (SS-MAE) for hyperspectral image (HSI…”
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MAN C: A masked autoencoder neural cryptography based encryption scheme for CT scan images Autor Kumar, Kishore, Tanwar, Sarvesh, Kumar, Shishir

“… In this paper we propose MAN-C: a Masked Autoencoder Neural Cryptography based encryption scheme for sharing medical images…”
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Masked autoencoder for multiagent trajectories Autor Rudolph, Yannick, Brefeld, Ulf

“… For this purpose, we propose a novel self-supervised masked autoencoder for multiagent trajectories to effectively learn from only a few labeled sequences…”
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A fast and accurate physics-informed neural network reduced order model with shallow masked autoencoder Autor Kim, Youngkyu, Choi, Youngsoo, Widemann, David, Zohdi, Tarek

“…•A novel physics-informed neural network reduced order model is introduced.•It is based on nonlinear manifold solution representation.•A sparse shallow neural…”
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scMAE: a masked autoencoder for single-cell RNA-seq clustering Autor Fang, Zhaoyu, Zheng, Ruiqing, Li, Min

“… Results Here, we propose a novel masked autoencoder-based method, scMAE, for cell clustering…”
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Teaching Masked Autoencoder With Strong Augmentations Autor Zhu, Rui, Bai, Yalong, Yao, Ting, Liu, Jingen, Sun, Zhenglong, Mei, Tao, Wen Chen, Chang

“…Masked autoencoder (MAE) has been regarded as a capable self-supervised learner for various downstream tasks…”
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Adaptive Masked Autoencoder Transformer for image classification Autor Chen, Xiangru, Liu, Chenjing, Hu, Peng, Lin, Jie, Gong, Yunhong, Chen, Yingke, Peng, Dezhong, Geng, Xue

“… In order to address these challenges, we propose the Adaptive Masked Autoencoder Transformer (AMAT…”
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Spatial–Temporal Heatmap Masked Autoencoder for Skeleton-Based Action Recognition Autor Bian, Cunling, Yang, Yang, Wang, Tao, Lu, Weigang

“… In this work, we propose the Spatial–Temporal Heatmap Masked Autoencoder (STH-MAE), a novel self-supervised framework tailored for skeleton-based action recognition…”
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SpectralMAE: Spectral Masked Autoencoder for Hyperspectral Remote Sensing Image Reconstruction Autor Zhu, Lingxuan, Wu, Jiaji, Biao, Wang, Liao, Yi, Gu, Dandan

“…Accurate hyperspectral remote sensing information is essential for feature identification and detection. Nevertheless, the hyperspectral imaging mechanism…”
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Transformer-Based Masked Autoencoder With Contrastive Loss for Hyperspectral Image Classification Autor Cao, Xianghai, Lin, Haifeng, Guo, Shuaixu, Xiong, Tao, Jiao, Licheng

“… Among the vast amount of self-supervised methods, contrastive learning (CL) and masked autoencoder (MAE…”
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A masked autoencoder network for spatiotemporal predictive learning: A Masked Autoencoder Network Autor Sun, Fengzhen, Jin, Weidong

“…This paper is about predictive learning, which is generating future frames given previous images. Suffering from the vanishing gradient problem, existing…”
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ProteinMAE: masked autoencoder for protein surface self-supervised learning Autor Yuan, Mingzhi, Shen, Ao, Fu, Kexue, Guan, Jiaming, Ma, Yingfan, Qiao, Qin, Wang, Manning

“…Abstract Summary The biological functions of proteins are determined by the chemical and geometric properties of their surfaces. Recently, with the booming…”
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Hybrid Graph Convolutional Network With Online Masked Autoencoder for Robust Multimodal Cancer Survival Prediction Autor Hou, Wentai, Lin, Chengxuan, Yu, Lequan, Qin, Jing, Yu, Rongshan, Wang, Liansheng

“… This manuscript proposes a novel hybrid graph convolutional network, entitled HGCN, which is equipped with an online masked autoencoder paradigm for robust multimodal cancer survival prediction…”
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Rethinking Vision Transformer and Masked Autoencoder in Multimodal Face Anti-Spoofing Autor Yu, Zitong, Cai, Rizhao, Cui, Yawen, Liu, Xin, Hu, Yongjian, Kot, Alex C.

“…Recently, vision transformer (ViT) based multimodal learning methods have been proposed to improve the robustness of face anti-spoofing (FAS) systems. However,…”
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DVGMAE: Self-Supervised Dynamic Variational Graph Masked Autoencoder Autor Gao, Mengzhou, Zhang, Xinxun, Jiao, Pengfei, Li, Tianpeng, Zhao, Zhidong

“… Generative SSL, especially masked autoencoders (MAEs) have recently produced promising results and can avoid these issues…”
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Rethinking link prediction: A multi-scale graph masked autoencoder Autor Zhang, Guotai, Zuo, Enguang, Yan, Ziwei, Chen, Chen, Chen, Cheng, Lv, Xiaoyi

“… Therefore, we revisit these two approaches from a novel perspective and propose a multi-scale graph masked autoencoder (MS-GMAE…”
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A vector quantized masked autoencoder for audiovisual speech emotion recognition Autor Sadok, Samir, Leglaive, Simon, Séguier, Renaud

“… In this paper, we propose the VQ-MAE-AV model, a self-supervised multimodal model that leverages masked autoencoders to learn representations of audiovisual speech without labels…”
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MASA: Motion-Aware Masked Autoencoder With Semantic Alignment for Sign Language Recognition Autor Zhao, Weichao, Hu, Hezhen, Zhou, Wengang, Mao, Yunyao, Wang, Min, Li, Houqiang

“… To this end, we propose a Motion-Aware masked autoencoder with Semantic Alignment (MASA) that integrates rich motion cues and global semantic information in a self-supervised learning paradigm for SLR…”
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Cross-Modal Contrastive Masked AutoEncoder for Compressed Video Pre-Training Autor Li, Bing, Chen, Jiaxin, Li, Guohao, Zhang, Dongming, Bao, Xiuguo, Huang, Di

“…In this paper, we propose a novel Transformer based approach, namely Cross-modal Contrastive Masked AutoEncoder (C2MAE…”
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Unsupervised Insulator Defect Detection Method Based on Masked Autoencoder Autor Song, Yanying, Xiong, Wei

“… In this paper, we present an unsupervised insulator defect detection framework based on a masked autoencoder (MAE) architecture…”
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