Search Results - "encoder-decoder architecture"

ST-3DView: Multi-Scale Contrast-Enhanced 3D Point Cloud Reconstruction of Single-View Objects From Video Scene Transition

Authors: Dipanita Chakraborty Werapon Chiracharit Kosin Chamnongthai

Source: IEEE Access, Vol 13, Pp 69596-69618 (2025)

Subject Terms: 3D neural network, 3D reconstruction, object segmentation, Electrical engineering. Electronics. Nuclear engineering, scene transition detection, encoder-decoder architecture, point cloud, TK1-9971

Access URL: https://doaj.org/article/9fc22eed249e49a7aa1ba7cd65bced3f

Optical Chemical Structure Recognition Based on Multi-order Gated Aggregation Network

Authors: LIN Fan, LI Jianhua

Source: Jisuanji gongcheng, Vol 51, Iss 8, Pp 364-372 (2025)

Subject Terms: optical chemical structure recognition (ocsr), encoder-decoder architecture, deep learning, smiles notation, multi-order gated aggregation network(moganet), Computer engineering. Computer hardware, TK7885-7895, Computer software, QA76.75-76.765

File Description: electronic resource

Relation: https://www.ecice06.com/fileup/1000-3428/PDF/jsjgc-51-8-364.pdf; https://doaj.org/toc/1000-3428

Access URL: https://doaj.org/article/ac24a0abc25c4d05abe843b605028679

Enhancing SPARQL query generation for question answering with a hybrid encoder–decoder and cross-attention model

Authors: Yi-Hui Chen Eric Jui-Lin Lu Kwan-Ho Cheng

Source: Web Semantics, Vol 87, Iss , Pp 100869- (2025)

Subject Terms: Neural Machine Translation (NMT), Text-to-SPARQL, Encoder–decoder architecture, Cross attention mechanism, Information resources (General), ZA3040-5185, Management information systems, T58.6-58.62

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S1570826825000101; https://doaj.org/toc/1570-8268

Access URL: https://doaj.org/article/88a73e232d0c440c835a7cb3d2096262

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

Short-term load forecasting by a hybrid attention scheme: Multi-feature attention and context awareness

Authors: Fang Su Hao Tang Shengchun Yang et al.

Source: International Journal of Electrical Power & Energy Systems, Vol 172, Iss , Pp 111065- (2025)

Subject Terms: Context awareness, Encoder–decoder architecture, Multi-feature attention, Short-term load forecasting, Production of electric energy or power. Powerplants. Central stations, TK1001-1841

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S0142061525006131; https://doaj.org/toc/0142-0615

Access URL: https://doaj.org/article/f8204336f2d846928d555efa4b3bcf75

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

Analysis of the effectiveness of two different loss functions in training a neural network in lung image reconstruction using impedance tomography

Authors: Malgorzata Lalak-Dybała Barbara Stefaniak Paweł Olszewski

Source: Journal of Modern Science, Vol 57, Iss 3, Pp 594-608 (2024)

Subject Terms: 0301 basic medicine, neural network with encoder-decoder architecture, 03 medical and health sciences, resnet, 0202 electrical engineering, electronic engineering, information engineering, convolutional neural network, Social Sciences, 02 engineering and technology, lung reconstruction, electrical impedance tomography

Access URL: https://doaj.org/article/080fe2c0e5ff4f89b9924bad2ae2f2e4

MPOCSR: optical chemical structure recognition based on multi-path Vision Transformer

Authors: Fan Lin Jianhua Li

Source: Complex & Intelligent Systems, Vol 10, Iss 6, Pp 7553-7563 (2024)

Subject Terms: 0301 basic medicine, 03 medical and health sciences, Optical chemical structure recognition, Multi-path Vision Transformer, Encoder–decoder architecture, Electronic computers. Computer science, Deep learning, QA75.5-76.95, Information technology, T58.5-58.64, 01 natural sciences, 0104 chemical sciences

Access URL: https://doaj.org/article/22d13e77b8da4cedb58e336ff95e3a3f

TST: Tree Structured Transformer for Handwritten Mathematical Expression Recognition

Authors: Xie, Yejing Mouchère, Harold Image Perception Interaction (LS2N - équipe IPI) et al.

Contributors: Xie, Yejing Mouchère, Harold Image Perception Interaction (LS2N - équipe IPI) et al.

Source: ICDAR 2025 ; https://hal.science/hal-05154311 ; ICDAR 2025, Sep 2025, Wuhan, China

Subject Terms: Handwritten Mathematical Expression Recognition Tree Transformer Handwriting Recognition Encoder-Decoder Architecture, Handwritten Mathematical Expression Recognition, Tree Transformer, Handwriting Recognition, Encoder-Decoder Architecture, [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]

Subject Geographic: Wuhan, China

Availability: https://hal.science/hal-05154311
https://hal.science/hal-05154311v1/document
https://hal.science/hal-05154311v1/file/43.pdf

Research on prediction of nanocrystalline alloy hysteresis properties based on long short-term memory network

Authors: Hailin Li Bo Zhang Yongpeng Shen et al.

Source: Scientific Reports, Vol 15, Iss 1, Pp 1-11 (2025)

Subject Terms: Magnetic hysteresis characteristic, Data-driven, Long short-term memory network, Encoder–decoder architecture, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/43593bc1d62f4347a082fd4de88d368c

HMSA-Net: A Hierarchical Multi-Scale Attention Network for Brain Tumor Segmentation From Multi-Modal MRI

Authors: Gayathri Ramasamy Tripty Singh Xiaohui Yuan et al.

Source: IEEE Access, Vol 13, Pp 167672-167683 (2025)

Subject Terms: Attention mechanisms, brain tumor segmentation, deep learning, encoder–decoder architecture, hierarchical multi-scale attention, magnetic resonance imaging (MRI), Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/11151976/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/8d61bb121b47416c91d5dfc254e5fa4f

Hybrid Supply Chain Model for Wheat Market

Authors: Yulia Otmakhova Dmitry Devyatkin He Zhou

Source: Systems, Vol 13, Iss 11, p 1026 (2025)

Subject Terms: wheat supply chain, wheat trade forecasting, graph transformers, recurrent networks, encoder-decoder architecture, strategic decision making, Systems engineering, TA168, Technology (General), T1-995

File Description: electronic resource

Relation: https://www.mdpi.com/2079-8954/13/11/1026; https://doaj.org/toc/2079-8954

Access URL: https://doaj.org/article/3f1e899d298a4d03b3c072597bcf0cdf

A comparative study of LSTM-ED architectures in forecasting day-ahead solar photovoltaic energy using Weather Data

Authors: Ekinci, Ekin Ekinci, E Enstitüler, Lisansüstü Eğitim Enstitüsü, Bilgisayar Mühendisliği Ana Bilim Dalı

Contributors: Ekinci, Ekin Ekinci, E Enstitüler, Lisansüstü Eğitim Enstitüsü, Bilgisayar Mühendisliği Ana Bilim Dalı

Source: Scopus
Web of Science

Subject Terms: 13. Climate action, Solar photovoltaic energy, 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, Time-series, Encoder-decoder architecture, 02 engineering and technology, Foecasting, 7. Clean energy

Access URL: https://aperta.ulakbim.gov.tr/record/278415

An Improved VGG-19 Network Induced Enhanced Feature Pooling for Precise Moving Object Detection in Complex Video Scenes

Authors: Prabodh Kumar Sahoo Manoj Kumar Panda Upasana Panigrahi et al.

Source: IEEE Access, Vol 12, Pp 45847-45864 (2024)

Subject Terms: TK5101-6720 Telecommunication. Including telegraphy, 02 engineering and technology, television, Deep neural network, transfer learning, TK1-9971, radio, feature pooling framework, 0202 electrical engineering, electronic engineering, information engineering, telephone, Electrical engineering. Electronics. Nuclear engineering, encoder-decoder architecture, radar, background subtraction

File Description: text

Access URL: https://doaj.org/article/95ca06ae62764f5d99334e1e5a1db83f

Semantic Scene Object-Camera Motion Recognition for Scene Transition Detection Using Dense Spatial Frame Segments and Temporal Trajectory Analysis

Authors: Dipanita Chakraborty Werapon Chiracharit Kosin Chamnongthai

Source: IEEE Access, Vol 12, Pp 21673-21697 (2024)

Subject Terms: frame segmentation, motion pattern, shot boundary detection, scene change detection, 0202 electrical engineering, electronic engineering, information engineering, object and camera motion recognition, Encoder-decoder architecture, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, TK1-9971

Access URL: https://doaj.org/article/b131b119d9334c5998263e4233633838

Deep Learning With Noisy Labels for Spatiotemporal Drought Detection

Authors: Cortés-Andrés, Jordi Fernández-Torres, Miguel-Ángel Camps-Valls, Gustau et al.

Contributors: Cortés-Andrés, Jordi Fernández-Torres, Miguel-Ángel Camps-Valls, Gustau et al.

Source: e-Archivo. Repositorio Institucional de la Universidad Carlos III de Madrid
Universidad Carlos III de Madrid (UC3M)
IEEE Transactions on Geoscience and Remote Sensing

Subject Terms: Informática, Noise measurement, Drought detection, Data models, Biological system modeling, Convolutional neural networks (CNNS), Droughts, Predictive models, Europe, Label correction (LC), Noisy labels (NLs), Medio Ambiente, Solid modeling, Training, Three-dimensional displays, Spatiotemporal data, Encoder-decoder architecture, Noise, Hydro-climatological data

File Description: application/pdf

Access URL: https://hdl.handle.net/10016/46966

Cognisynth: A Study of Multimodal Capabilities in Translation and Image Generation

Authors: K U, Sreerag orcid:0000-0002-5970- Joseph, Binumon

Subject Terms: Transformer neural networks, TNN, translation, stable diffusion, text-to-image generation, image-to-image generation, encoder-decoder architecture, diffusion models, UNET, DDPM, CLIP

Relation: https://zenodo.org/communities/amaljyothi/; https://zenodo.org/records/15581875; oai:zenodo.org:15581875; https://doi.org/10.5281/zenodo.15581875

Availability: https://doi.org/10.5281/zenodo.15581875
https://zenodo.org/records/15581875

A novel lightweight 3D CNN for accurate deformation time series retrieval in MT-InSAR

Authors: Mahmoud Abdallah Xiaoli Ding Samaa Younis et al.

Source: Science of Remote Sensing, Vol 11, Iss , Pp 100206- (2025)

Subject Terms: MT-InSAR, Deformation retrieval, Lightweight, 3D encoder-decoder architecture, Separable CNN, Physical geography, GB3-5030, Science

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2666017225000124; https://doaj.org/toc/2666-0172

Access URL: https://doaj.org/article/7ce5e628f5fa40d1a5f2babbb8155481

Forecasting Stock Market Indices Using Integration of Encoder, Decoder, and Attention Mechanism

Authors: Tien Thanh Thach

Source: Entropy ; Volume 27 ; Issue 1 ; Pages: 82

Subject Terms: recurrent neural networks, long short-term memory, gated recurrent units, encoder–decoder architecture, attention mechanism, Bayesian optimization

File Description: application/pdf

Relation: Statistical Physics; https://dx.doi.org/10.3390/e27010082

Availability: https://doi.org/10.3390/e27010082

Human Trajectory Imputation Model: A Hybrid Deep Learning Approach for Pedestrian Trajectory Imputation

Authors: Deb Kanti Barua Mithun Halder Shayanta Shopnil et al.

Source: Applied Sciences ; Volume 15 ; Issue 2 ; Pages: 745

Subject Terms: human trajectory, autonomous vehicle, encoder–decoder architecture, deep learning, inD dataset

Subject Geographic: agris

File Description: application/pdf

Relation: Transportation and Future Mobility; https://dx.doi.org/10.3390/app15020745

Availability: https://doi.org/10.3390/app15020745