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

An Improved MAE-Based Pretraining Method for Urban Public Space Monitoring With Optical Remote Sensing Imagery

Autoři: Wentao Wei Huan Chen Yu Jiang a další

Zdroj: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 18, Pp 16929-16941 (2025)

Témata: urban public space, Ocean engineering, remote sensing, Masked autoencoder (MAE), QC801-809, Geophysics. Cosmic physics, TC1501-1800, semantic segmentation

Přístupová URL adresa: https://doaj.org/article/9aaacba9fd784868828ebdc124276c1f

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

ST-KeyS: Self-supervised Transformer for Keyword Spotting in historical handwritten documents

Autoři: Khamekhem Jemni, Sana Ammar, Sourour Souibgui, Mohamed Ali a další

Zdroj: Pattern Recognition. 170

Témata: Keyword spotting, Masked autoencoders, PHOC embedding, Self-supervised learning, Siamese neural networks, Visual transformers, Character recognition, History, Image representation, Labeled data, Learning algorithms, Learning systems, Neural networks, Supervised learning, Auto encoders, Embeddings, Handwritten document, Historical documents, Masked autoencoder, Neural-networks, Pyramidal histogram of character embedding, Siamese neural network, Visual transformer, Signal encoding

Popis souboru: print

Přístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:bth-28471

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

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

Text-augmented long-term relation dependency learning for knowledge graph representation

Autoři: Quntao Zhu Mengfan Li Yuanjun Gao a další

Zdroj: High-Confidence Computing, Vol 5, Iss 4, Pp 100315- (2025)

Témata: Knowledge graph representation, Graph attention network, Pre-trained language model, Attention-based recurrent network, Masked autoencoder, Contrastive learning, Electronic computers. Computer science, QA75.5-76.95

Popis souboru: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2667295225000194; https://doaj.org/toc/2667-2952

Přístupová URL adresa: https://doaj.org/article/e2ad05ae435e45759a2e1a2d4562ac36

Leveraging Auto-distillation and Generative Self-supervised Learning in Residual Graph Transformers for Enhanced Recommender Systems

Autoři: Mhedhbi, Eya Mourchid, Youssef Othmani, Alice

Přispěvatelé: Mhedhbi, Eya Mourchid, Youssef Othmani, Alice

Zdroj: Lecture Notes in Computer Science ISBN: 9789819663880

Témata: Residual Graph Transformer, [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], FOS: Computer and information sciences, Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Recommender Systems, [INFO.INFO-TT] Computer Science [cs]/Document and Text Processing, Representation Learning, Computer Science - Information Retrieval, Machine Learning (cs.LG), Masked Autoencoder, Artificial Intelligence (cs.AI), Generative Self-Supervised learning, Information Retrieval (cs.IR)

Přístupová URL adresa: http://arxiv.org/abs/2504.10500
https://hal.science/hal-05322223v1
https://doi.org/10.1007/978-981-96-6389-7_4

Foundation model for composite microstructures: Reconstruction, stiffness, and nonlinear behavior prediction

Autoři: Ting-Ju Wei Chuin-Shan Chen

Zdroj: Materials & Design, Vol 257, Iss , Pp 114397- (2025)

Témata: Foundation model, Composite material, Transfer learning, Self-supervised learning, Masked autoencoder, Materials of engineering and construction. Mechanics of materials, TA401-492

Popis souboru: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S0264127525008172; https://doaj.org/toc/0264-1275

Přístupová URL adresa: https://doaj.org/article/be57e930f56d40a7ade928cf4d66ea63

A MAE-Guided Few-Shot Semantic Segmentation Model for Bare Soil Extraction From High-Resolution Imagery

Autoři: Peng Zhang Shenlin Tang Heng Luo a další

Zdroj: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 18, Pp 29326-29338 (2025)

Témata: Bare soil, few-shot learning, masked AutoEncoder (MAE), metric learning, semantic segmentation, Ocean engineering, TC1501-1800, Geophysics. Cosmic physics, QC801-809

Popis souboru: electronic resource

Relation: https://ieeexplore.ieee.org/document/11237058/; https://doaj.org/toc/1939-1404; https://doaj.org/toc/2151-1535

Přístupová URL adresa: https://doaj.org/article/9272f20a327d444b8b85a8e291ec90c6

Spatial–Spectral Hierarchical Multiscale Transformer-Based Masked Autoencoder for Hyperspectral Image Classification

Autoři: Haipeng Liu Zhen Ye Wen-Shuai Hu a další

Zdroj: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 18, Pp 12150-12165 (2025)

Témata: Feature fusion, grouped window attention, hierarchical vision transformer (HViT), hyperspectral image (HSI) classification, masked autoencoder (MAE), multiscale learning, Ocean engineering, TC1501-1800, Geophysics. Cosmic physics, QC801-809

Popis souboru: electronic resource

Relation: https://ieeexplore.ieee.org/document/11005553/; https://doaj.org/toc/1939-1404; https://doaj.org/toc/2151-1535

Přístupová URL adresa: https://doaj.org/article/840ac260ce1e4645b3d9a740a3e1cbfa

SkelETT—Skeleton-to-Emotion Transfer Transformer

Autoři: Pedro Victor Vieira Paiva Josue Junior Guimaraes Ramos Marina Gavrilova a další

Zdroj: IEEE Access, Vol 13, Pp 23344-23358 (2025)

Témata: Attention-based design, body emotion recognition, gait analysis, masked autoencoder, affective computing, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

Popis souboru: electronic resource

Relation: https://ieeexplore.ieee.org/document/10852297/; https://doaj.org/toc/2169-3536

Přístupová URL adresa: https://doaj.org/article/5a6896acbef94353a500b11e3719f10f

MAEMC-NET: a hybrid self-supervised learning method for predicting the malignancy of solitary pulmonary nodules from CT images

Autoři: Tianhu Zhao Yong Yue Hang Sun a další

Zdroj: Front Med (Lausanne)
Frontiers in Medicine, Vol 12 (2025)

Témata: lung cancer, Medicine (General), masked autoencoder, R5-920, pulmonary granulomatous nodule, CT image, solid lung adenocarcinomas, self-supervised learning, Medicine

Přístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/40012977
https://doaj.org/article/2ab6c4df836e46c689bbb6ce954ba40e

Masked autoencoder for multiagent trajectories

Autoři: Yannick Rudolph Ulf Brefeld

Zdroj: Rudolph, Y & Brefeld, U 2025, ' Masked autoencoder for multiagent trajectories ', Machine Learning, vol. 114, no. 2, 44 . https://doi.org/10.1007/s10994-024-06647-3

Témata: Self-supervised learning, name=Artificial Intelligence, Transformer, name=Informatics, Multiagent trajectories, Tracking data, tracking data, Masked autoencoder, Soccer, soccer, name=Software, name=Business informatics

Přístupová URL adresa: http://www.scopus.com/inward/record.url?scp=85217784736&partnerID=8YFLogxK
https://doi.org/10.1007/s10994-024-06647-3
http://fox.leuphana.de/portal/de/publications/masked-autoencoder-for-multiagent-trajectories(3e1d793e-0058-41b0-8172-ca389ba19250).html

ViT-UperNet: a hybrid vision transformer with unified-perceptual-parsing network for medical image segmentation

Autoři: Yang Ruiping Liu Kun Xu Shaohua a další

Zdroj: Complex & Intelligent Systems, Vol 10, Iss 3, Pp 3819-3831 (2024)

Témata: 03 medical and health sciences, 0302 clinical medicine, Electronic computers. Computer science, Masked autoencoder, Self-attention mechanism, 0202 electrical engineering, electronic engineering, information engineering, Deep learning, QA75.5-76.95, Information technology, 02 engineering and technology, Medical image segmentation, T58.5-58.64

Přístupová URL adresa: https://doaj.org/article/df6986c0dcb6402bb186b43f5a804e24

Multimodal Feature-Guided Pretraining for RGB-T Perception

Autoři: Junlin Ouyang Pengcheng Jin Qingwang Wang

Zdroj: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 16041-16050 (2024)

Témata: Ocean engineering, QC801-809, Masked autoencoder, Geophysics. Cosmic physics, multimodal, object detection, TC1501-1800, semantic segmentation, unmanned aerial vehicle (UAV) remote sensing

Přístupová URL adresa: https://doaj.org/article/bf1b8e5e33d948039c20deb46e22562f

HSIMAE: A Unified Masked Autoencoder With Large-Scale Pretraining for Hyperspectral Image Classification

Autoři: Yue Wang Ming Wen Hailiang Zhang a další

Zdroj: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 14064-14079 (2024)

Témata: Ocean engineering, masked autoencoder, QC801-809, Hyperspectral image (HSI) classification, large-scale pretraining, self-supervised learning, Geophysics. Cosmic physics, transformer, 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, TC1501-1800

Přístupová URL adresa: https://doaj.org/article/bbc213521ab94b9b9670fdbfcaa39546

A Vector Quantized Masked Autoencoder for Speech Emotion Recognition

Autoři: Sadok, Samir Leglaive, Simon Séguier, Renaud

Přispěvatelé: Sadok, Samir Leglaive, Simon Séguier, Renaud

Zdroj: 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW). :1-5

Témata: Self-supervised learning, [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], FOS: Computer and information sciences, Computer Science - Machine Learning, Sound (cs.SD), masked autoencoder, [INFO.INFO-SD] Computer Science [cs]/Sound [cs.SD], [STAT.ML] Statistics [stat]/Machine Learning [stat.ML], Computer Science - Sound, Machine Learning (cs.LG), vector-quantized variational autoencoder, speech emotion recognition, Audio and Speech Processing (eess.AS), FOS: Electrical engineering, electronic engineering, information engineering, [SPI.SIGNAL] Engineering Sciences [physics]/Signal and Image processing, Electrical Engineering and Systems Science - Audio and Speech Processing

Popis souboru: application/pdf

Přístupová URL adresa: http://arxiv.org/abs/2304.11117
https://hal.science/hal-04080024v1/document
https://hal.science/hal-04080024v1