Výsledky vyhledávání - Masked Autoencoder

MEGA: Masked Generative Autoencoder for Human Mesh Recovery

Autoři: Fiche, Guénolé Leglaive, Simon Alameda-Pineda, Xavier a další

Přispěvatelé: Fiche, Guénolé Leglaive, Simon Alameda-Pineda, Xavier a další

Zdroj: 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). :5366-5378

Témata: FOS: Computer and information sciences, masked autoencoder, [INFO.INFO-CV] Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV], Human mesh recovery, masked generative modeling, Computer Vision and Pattern Recognition (cs.CV), Computer Science - Computer Vision and Pattern Recognition

Přístupová URL adresa: http://arxiv.org/abs/2405.18839
https://hal.science/hal-04980723v1

AnCoGen: Analysis, Control and Generation of Speech with a Masked Autoencoder

Autoři: Sadok, Samir Leglaive, Simon Girin, Laurent a další

Přispěvatelé: Sadok, Samir Leglaive, Simon Girin, Laurent a další

Zdroj: ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). :1-5

Témata: Pitch estimation and modification, FOS: Computer and information sciences, Sound (cs.SD), Artificial Intelligence (cs.AI), [INFO.INFO-TS] Computer Science [cs]/Signal and Image Processing, Computer Science - Artificial Intelligence, Audio and Speech Processing (eess.AS), Masked autoencoder, Speech enhancement, FOS: Electrical engineering, electronic engineering, information engineering, Speech analysis/transformation/synthesis, Computer Science - Sound, Electrical Engineering and Systems Science - Audio and Speech Processing

Popis souboru: application/pdf

Přístupová URL adresa: http://arxiv.org/abs/2501.05332
https://hal.science/hal-04891286v1

Feature Guided Masked Autoencoder for Self-Supervised Learning in Remote Sensing

Autoři: Yi Wang Hugo Hernández Hernández Conrad M Albrecht a další

Zdroj: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 18, Pp 321-336 (2025)

Témata: FOS: Computer and information sciences, Earth observation, masked autoencoder, geospatial foundation models, remote sensing (RS), QC801-809, Computer Vision and Pattern Recognition (cs.CV), Geophysics. Cosmic physics, Computer Science - Computer Vision and Pattern Recognition, optical remote sensing, Ocean engineering, masked autoencoder (MAE), self-supervised learning, Sentinel, TC1501-1800, SAR

Přístupová URL adresa: http://arxiv.org/abs/2310.18653
https://doaj.org/article/ad141a7704a940acb0a37173d5a8ed62

ContraMAE: Contrastive alignment masked autoencoder framework for cancer survival prediction: Contrastive alignment masked autoencoder framework for cancer survival prediction

Autoři: Wang, Suixue Lai, Huiyuan Wang, Shuling a další

Zdroj: 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). :2621-2626

Témata: Pathology-genomics Alignment, Survival prediction, Multimodal pre-training, Masked autoencoder, Contrastive learning

Přístupová URL adresa: https://research.rug.nl/en/publications/1fd5b6ea-8360-4603-aad7-47cf199b207d
https://hdl.handle.net/11370/1fd5b6ea-8360-4603-aad7-47cf199b207d
https://doi.org/10.1109/BIBM62325.2024.10821720

SSL-MAE: Adaptive Semisupervised Learning Framework for Multilabel Classification of Remote Sensing Images Using Masked Autoencoders

Autoři: Marjan Stoimchev Jurica Levatić Dragi Kocev a další

Zdroj: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 18, Pp 14882-14896 (2025)

Témata: Ocean engineering, QC801-809, self-supervised learning, Geophysics. Cosmic physics, multilabel classification (MLC), Masked autoencoders (MAEs), remote sensing images, semisupervised learning (SSL), TC1501-1800

Přístupová URL adresa: https://doaj.org/article/b23c928fc51142a8bda63dd596895554

Pan-Cancer Histopathology WSI Pre-Training With Position-Aware Masked Autoencoder

Autoři: Kun Wu Zhiguo Jiang Kunming Tang a další

Zdroj: IEEE Transactions on Medical Imaging. 44:1610-1623

Témata: FOS: Computer and information sciences, Databases, Factual, Neoplasms, Computer Vision and Pattern Recognition (cs.CV), Image Interpretation, Computer-Assisted, Computer Science - Computer Vision and Pattern Recognition, Humans, Supervised Machine Learning, Autoencoder, Algorithms, 3. Good health

Přístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/40030469
http://arxiv.org/abs/2407.07504

Multimae Meets Earth Observation: Pre-Training Multi-Modal Multi-Task Masked Autoencoders for Earth Observation Tasks

Autoři: Sosa, Jose Rukhovich, Danila Kacem, Anis a další

Zdroj: 2025 IEEE International Conference on Image Processing (ICIP). :797-802

Témata: FOS: Computer and information sciences, Computer Vision and Pattern Recognition (cs.CV), Computer Science - Computer Vision and Pattern Recognition

Přístupová URL adresa: http://arxiv.org/abs/2505.14951

G-MAE: Gesture-aware Masked Autoencoder for Human-Machine Interaction

Autoři: Ryumina, Elena Ryumin, Dmitry Ivanko, Denis

Zdroj: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. :241-248

Popis souboru: application/pdf

Přístupová URL adresa: https://isprs-archives.copernicus.org/articles/XLVIII-2-W9-2025/241/2025/

Thyroid nodule segmentation in ultrasound images using transformer models with masked autoencoder pre-training

Autoři: Yi Xiang Rajendra Acharya Quan Le a další

Zdroj: Frontiers in Artificial Intelligence, Vol 8 (2025)

Témata: thyroid nodule segmentation, Masked Autoencoder, ultrasound imaging, Electronic computers. Computer science, transformer-based network, self-supervised learning, QA75.5-76.95

Přístupová URL adresa: https://doaj.org/article/fd10f5776d954c82a296171487754767

CHTMAE: Cross-Modal Hierarchical Temporal-Spatial Masked Autoencoder Model for Micro-Expression Recognition

Autoři: Zhihua Xie Haolin Chang Guohua Miao a další

Zdroj: 2025 IEEE International Conference on Image Processing (ICIP). :552-557

TMAE: Entropy-Aware Masked Autoencoder for Low-Cost Traffic Flow Map Inference

Autoři: Xucheng Luo Qiong Wu Ye Wang a další

Zdroj: IEEE Internet of Things Journal. 12:27255-27268

DMSDRec: Dynamic Structure-Aware Graph Masked Autoencoder and Spatiotemporal Diffusion for Next-POI Recommendation

Autoři: Yue Li Jun Zeng Haoran Tang a další

Zdroj: IEEE Transactions on Services Computing. 18:2024-2037

PScL-SDNNMAE: Protein Subcellular Localization Prediction Using Classical and Masked Autoencoder-Based Multi-View Features With Ensemble Feature Selection

Autoři: Shenjian Gu Matee Ullah Jiangning Song a další

Zdroj: IEEE Transactions on Computational Biology and Bioinformatics. 22:1606-1614

Topology-Guided Graph Masked Autoencoder Learning for Population-Based Neurodevelopmental Disorder Diagnosis

Autoři: Yueying Li Xiaotong Zhang Shihan Guan a další

Zdroj: IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol 33, Pp 1550-1561 (2025)

Témata: Male, Adolescent, population diseases diagnosis, Autism Spectrum Disorder, functional connectivity, neurodevelopmental disorder diagnosis, Electroencephalography, RM1-950, Autoencoder, Brain network, Machine Learning, Neurodevelopmental Disorders, Attention Deficit Disorder with Hyperactivity, graph convolutional network, Medical technology, Humans, Female, Therapeutics. Pharmacology, Neural Networks, Computer, R855-855.5, Child, Algorithms

Přístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/40257873
https://doaj.org/article/e0d8758092894d71824fcd1792535af1

RS-MAE: Region-State Masked Autoencoder for Neuropsychiatric Disorder Classifications Based on Resting-State fMRI

Autoři: Hao Ma Yongkang Xu Lixia Tian

Zdroj: IEEE Transactions on Neural Networks and Learning Systems. 36:10707-10720

Přístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/39325609

Teaching Masked Autoencoder With Strong Augmentations

Autoři: Rui Zhu Yalong Bai Ting Yao a další

Zdroj: IEEE Transactions on Neural Networks and Learning Systems. 36:9550-9564

Přístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/38980783

DR-MAE: Self-supervised learning for diabetic retinopathy grading based on masked autoencoder

Autoři: Yanyou Ren Dangguo Shao Sanli Yi

Zdroj: Journal of King Saud University: Computer and Information Sciences, Vol 37, Iss 8, Pp 1-21 (2025)

Témata: Diabetic Retinopathy Grading, Masked Autoencoder, Self-Supervised Learning, DR-Masking Strategy, Electronic computers. Computer science, QA75.5-76.95

Popis souboru: electronic resource

Relation: https://doaj.org/toc/1319-1578; https://doaj.org/toc/2213-1248

Přístupová URL adresa: https://doaj.org/article/9fe51d0c605348548eea49d5eacee574

Teacher-guided Edge Discriminator for Personalized Graph Masked Autoencoder

Autoři: Qiqi Zhang Chao Li Zhongying Zhao

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence. 39:13269-13276

Adaptive Siamese Masked Autoencoder with Global Optimization for Unsupervised Point Cloud Shape Correspondence

Autoři: Jiacheng Deng Jiahao Lu

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence. 39:2699-2707

The Dynamic Duo of Collaborative Masking and Target for Advanced Masked Autoencoder Learning

Autoři: Mo, Shentong

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence. 39:19484-19492

Témata: Signal Processing (eess.SP), FOS: Computer and information sciences, Computer Science - Machine Learning, Artificial Intelligence (cs.AI), Computer Science - Artificial Intelligence, Computer Vision and Pattern Recognition (cs.CV), Image and Video Processing (eess.IV), Computer Science - Computer Vision and Pattern Recognition, FOS: Electrical engineering, electronic engineering, information engineering, Electrical Engineering and Systems Science - Image and Video Processing, Electrical Engineering and Systems Science - Signal Processing, Machine Learning (cs.LG)

Přístupová URL adresa: http://arxiv.org/abs/2412.17566