Search Results - Encoder–decoder framework

PML-ED: A method of partial multi-label learning by using encoder-decoder framework and exploring label correlation

Authors: Wang, Zhenwu Liu, Fanghan Han, Mengjie et al.

Source: Information Sciences. 661

Subject Terms: Partial multi-label learning, Label correlation, Label disambiguation, Encoder-Decoder framework, Conditional layer normalization

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:du-47973
https://doi.org/10.1016/j.ins.2024.120165

HET-VQVAE: a novel encoder-decoder framework for irregularly-sampled multivariate time series of patients

Authors: Zhixuan Zeng Minjie Lin Yang Liu et al.

Source: Journal of Big Data, Vol 12, Iss 1, Pp 1-21 (2025)

Subject Terms: Encoder-decoder framework, Attention mechanism, Time embeddings, Latent states, Irregularly-sampled multivariate time series, Interpolation, Computer engineering. Computer hardware, TK7885-7895, Information technology, T58.5-58.64, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://doaj.org/toc/2196-1115

Access URL: https://doaj.org/article/a60214a654d445a59553f884efa96554

ENHANCED BRAIN TUMOR SEGMENTATION WITH SKIP CONNECTED RESNET-18 ENCODER-DECODER FRAME WORK WITH DICE LOSS

Authors: null R. Lakshmi Pravallika, R. Pradeep Kumar Reddy

Source: International Journal of Applied Mathematics. 38:743-769

A Lightweight Encoder-Decoder Framework for Carpooling Route Planning

Authors: Yucen Gao Li Ma Zhemeng Yu et al.

Source: IEEE Transactions on Mobile Computing. 24:7866-7879

Attention-Based Feature Fusion Empowered Encoder-Decoder Framework for Nighttime Traffic Perception From High-Altitude Surveillance System

Authors: Qianxia Cao Zhenyu Shan Chenxi Liu et al.

Source: IEEE Transactions on Intelligent Transportation Systems. 26:10850-10864

Multihorizon KPI Forecasting in Complex Industrial Processes: An Adaptive Encoder–Decoder Framework With Partial Teacher Forcing

Authors: Hu Zhang Zhaohui Tang Yongfang Xie et al.

Source: IEEE Transactions on Cybernetics. 55:2705-2718

Access URL: https://pubmed.ncbi.nlm.nih.gov/40215142

Pixel‐wise anomaly detection on road by encoder–decoder semantic segmentation framework with driving vigilance

Authors: Yipeng Liu Jianqing Wu Xiuguang Song

Source: Computer-Aided Civil and Infrastructure Engineering. 40:2190-2208

Dual-modality Encoder-decoder Framework for Urban Real-time Rainfall-runoff Prediction

Authors: Yuan Tian Ruonan Cui Wenlong Fu et al.

Source: Water Resources Management. 39:4509-4538

An Efficient Targeted Drug Design Method Using Framework of Multiscale Encoder-Decoder

Authors: Haoran Liu Xiaoli Lin Jing Hu et al.

Source: IEEE Transactions on Computational Biology and Bioinformatics. :1-14

Pyramid–MixNet: Integrate Attention into Encoder-Decoder Transformer Framework for Automatic Railway Surface Damage Segmentation

Authors: Hui Luo Wenqing Li Wei Zeng

Source: Computers, Materials & Continua. 84:1567-1580

Transformer Encoder–Decoder Framework for Nonlinear Pulse Evolution and Inverse Modeling

Authors: Dinesh Kumar Murugan Rajkumar Joseph Nithyanandan Kanagaraj

Source: Advanced Photonics Research, Vol 6, Iss 11, Pp n/a-n/a (2025)

Subject Terms: deep learning, encoder–decoder architecture, nonlinear pulse evolution, optical fibers, supercontinuum generation, transformer neural networks, Applied optics. Photonics, TA1501-1820, Optics. Light, QC350-467

File Description: electronic resource

Relation: https://doaj.org/toc/2699-9293

Access URL: https://doaj.org/article/22b4cb514d8b494b809885762237bae3

CWRepViT-Net: An encoder-decoder deep learning framework with RepViT blocks for crop weed semantic segmentation in soybean fields through their life journey

Authors: Masoomeh Gomroki Dilshan Benaragama Christopher James Henry et al.

Source: Smart Agricultural Technology, Vol 12, Iss , Pp 101472- (2025)

Subject Terms: Crop and weed semantic segmentation, Soybean, Encoder-decoder architecture, RepViT, Precision agriculture, Agriculture (General), S1-972, Agricultural industries, HD9000-9495

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2772375525007038; https://doaj.org/toc/2772-3755

Access URL: https://doaj.org/article/65fcf468bd8a474588d2a70f2631dc70

Robust Bi-CBMSegNet framework for advancing breast mass segmentation in mammography with a dual module encoder-decoder approach

Authors: Wang, Yu Ali, Mudassar Mahmood, Tariq et al.

Source: Sci Rep

Subject Terms: Article

4222 Comparing sequential DNN models in convolutional encoder-decoder framework for proton dose calculation

Authors: Lina S. Bucher Ahmad Neishabouri Luke Voss et al.

Source: Radiotherapy and Oncology. 206:S2708-S2710

A comprehensive construction of deep neural network‐based encoder–decoder framework for automatic image captioning systems

Authors: Md Mijanur Rahman Ashik Uzzaman Sadia Islam Sami et al.

Source: IET Image Processing, Vol 18, Iss 14, Pp 4778-4798 (2024)

Subject Terms: Pre‐trained VGG‐19 Model, QA76.75-76.765, 0209 industrial biotechnology, Deep Learning, Image Feature Extractor, Photography, 0202 electrical engineering, electronic engineering, information engineering, Image Captioning, Computer software, 02 engineering and technology, LSTM Decoder, TR1-1050, CNN Encoder

Access URL: https://doaj.org/article/001e687ba77043448ca1cedb1259dc7d

Multi-Scale Moving Object Detection in Complex Video Using a Modified Encoder-Decoder Framework

Authors: Upasana Panigrahi Smita Rani Parija Prabodh Kumar Sahoo et al.

Source: 2024 2nd International Conference on Signal Processing, Communication, Power and Embedded System (SCOPES). :1-5

A Encoder-Decoder Framework for Foundation Model-based Remote Sensing Semantic Segmentation

Authors: Jiale Zhu Liang Yao Fan Liu et al.

Source: Proceedings of the 6th ACM International Conference on Multimedia in Asia Workshops. :1-7

A novel hybrid layer-based encoder–decoder framework for 3D segmentation in congenital heart disease

Authors: Yaoxi Zhu Hongbo Li Bingxin Cao et al.

Source: Sci Rep
Scientific Reports, Vol 15, Iss 1, Pp 1-10 (2025)

Subject Terms: Heart Defects, Congenital, Science, Deep learning, Heart, Hybrid architectures, Article, Imaging, Three-Dimensional, Deep Learning, 3D CT image, Image Processing, Computer-Assisted, Medicine, Humans, Algorithms, Congenital heart disease, Cardiac segmentation

Access URL: https://pubmed.ncbi.nlm.nih.gov/40195399
https://doaj.org/article/bf5a61cd628a48edacb57316310c0da4

Transformer Encoder Decoder Frameworks for Intrusion Detection and Cyber Threat Prediction Abstract

Authors: Mohan B. A E. G Satish

Source: Deep Learning Architectures for Natural Language Understanding and Computer Vision Applications in Cybersecurity ISBN: 9789349552319

STable: Table Generation Framework for Encoder-Decoder Models

Authors: Pietruszka, Michał Turski, Michał Borchmann, Łukasz et al.

Source: Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers). :2454-2472

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Computer Science - Computation and Language, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, Computation and Language (cs.CL), Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2206.04045
https://aclanthology.org/2024.eacl-long.151.pdf
https://ruj.uj.edu.pl/handle/item/450086