Search Results - (("encoder and decoder architecture") OR ("Encoder and design architektury"))

ChangeMask: Deep multi-task encoder-transformer-decoder architecture for semantic change detection

Authors: Zheng, Zhuo Zhong, Yanfei Tian, Shiqi et al.

Contributors: Zheng, Zhuo Zhong, Yanfei Tian, Shiqi et al.

Source: ISPRS Journal of Photogrammetry and Remote Sensing ; volume 183, page 228-239 ; ISSN 0924-2716

Availability: http://dx.doi.org/10.1016/j.isprsjprs.2021.10.015
https://api.elsevier.com/content/article/PII:S0924271621002835?httpAccept=text/xml
https://api.elsevier.com/content/article/PII:S0924271621002835?httpAccept=text/plain

Retinal Layer Segmentation Using SegNet Encoder And Decoder Architecture

Authors: Anga Bindu Harini

GMDNet: Grouped Encoder-Mixer-Decoder Architecture Based on the Role of Modalities for Brain Tumor MRI Image Segmentation

Authors: Peng Yang Ruihao Zhang Can Hu et al.

Source: Electronics ; Volume 14 ; Issue 8 ; Pages: 1658

Subject Terms: brain tumor segmentation, MRI, medical image, deep learning, reuse modality strategy

File Description: application/pdf

Relation: Artificial Intelligence; https://dx.doi.org/10.3390/electronics14081658

Availability: https://doi.org/10.3390/electronics14081658

Data obfuscation using encoder-multi-decoder architecture

GMDNet: Grouped Encoder-Mixer-Decoder Architecture Based on the Role of Modalities for Brain Tumor MRI Image Segmentation.

Authors: Yang, Peng Zhang, Ruihao Hu, Can et al.

Source: Electronics (2079-9292); Apr2025, Vol. 14 Issue 8, p1658, 28p

Subject Terms: FEATURE extraction, IMAGE segmentation, COMPUTER-assisted image analysis (Medicine), MAGNETIC resonance imaging, TRANSFORMER models, DEEP learning

O-SegNet: Robust Encoder and Decoder Architecture for Objects Segmentation From Aerial Imagery Data

Authors: Karuna Kumari Eerapu Shyam Lal A. V. Narasimhadhan

Source: IEEE Transactions on Emerging Topics in Computational Intelligence. 6:556-567

Subject Terms: 11. Sustainability, 0202 electrical engineering, electronic engineering, information engineering, 0401 agriculture, forestry, and fisheries, 04 agricultural and veterinary sciences, 02 engineering and technology

Access URL: https://ieeexplore.ieee.org/document/9314924

A Physics-Constrained Method for the Precise Spatiotemporal Prediction of Rock-Damage Evolution

Authors: Shaohong Yan Zikun Tian Yanbo Zhang et al.

Source: Applied Sciences, Vol 15, Iss 23, p 12801 (2025)

Subject Terms: rock-damage prediction, physics-constrained deep learning, spatiotemporal modeling, acoustic emission data, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

File Description: electronic resource

Relation: https://www.mdpi.com/2076-3417/15/23/12801; https://doaj.org/toc/2076-3417

Access URL: https://doaj.org/article/4a295a2487eb44c4a94b8d27e1eba5a7

Deferred demosaicking: efficient first-person view drone video encoding

Authors: Benjak, Jakov Hofman, Daniel Mlinarić, Hrvoje et al.

Contributors: Benjak, Jakov Hofman, Daniel Mlinarić, Hrvoje et al.

Source: Journal of Real-Time Image Processing ; volume 22, issue 2 ; ISSN 1861-8200 1861-8219

Availability: https://doi.org/10.1007/s11554-025-01675-1
https://link.springer.com/content/pdf/10.1007/s11554-025-01675-1.pdf
https://link.springer.com/article/10.1007/s11554-025-01675-1/fulltext.html

GENPLUGIN: A Plug-and-Play Framework for Long-Tail Generative Recommendation with Exposure Bias Mitigation

Authors: Yang, Kun Zheng, Siyao Li, Tianyi et al.

Subject Terms: FOS: Computer and information sciences, Information Retrieval (cs.IR)

Cross-System Anomaly Detection in Deep-Sea Submersibles via Coupled Feature Learning.

Authors: Fang, Xing Tan, Xin Zhang, Chengxi et al.

Source: Symmetry (20738994); Nov2025, Vol. 17 Issue 11, p1838, 25p

Subject Terms: FAULT diagnosis, HYDRAULICS, DIAGNOSIS, OCEANOGRAPHIC submersibles, PROPULSION systems, FEATURE extraction, SELF-organizing systems, OUTLIER detection

Compositional Neural Machine Translation by Removing the Lexicon from Syntax Tristan Thrush

Authors: Thrush, Tristan

Source: Proceedings of the Annual Meeting of the Cognitive Science Society. 42

File Description: application/pdf

Access URL: https://escholarship.org/uc/item/86v493n0
https://escholarship.org/content/qt86v493n0/qt86v493n0.pdf

Defending Deep Learning-Based Raw Malware Detectors Against Adversarial Attacks: A Sequence Modeling Approach.

Authors: Ebrahimi, Reza Hu, James Lee Zhang, Ning et al.

Source: Journal of Management Information Systems; 2025, Vol. 42 Issue 4, p1118-1148, 31p

Subject Terms: DEEP learning, MALWARE, RECURRENT neural networks, INTERNET security, GENERATIVE artificial intelligence, CYBERTERRORISM

Phase aware speech enhancement based on depthwise deep convolutional network.

Authors: Iqbal, Yasir Zhang, Tao Iqbal, Anjum et al.

Source: Signal, Image & Video Processing; Sep2025, Vol. 19 Issue 9, p1-11, 11p

ST-GPINN: a spatio-temporal graph physics-informed neural network for enhanced water quality prediction in water distribution systems.

Authors: Mu, Tianwei Duan, Feiyu Ning, Baokuan et al.

Source: NPJ Clean Water; 8/7/2025, Vol. 8 Issue 1, p1-15, 15p

Subject Terms: GRAPH neural networks, HYDRAULIC models, PARTIAL differential equations, MACHINE learning, WATER management, PREDICTION models, SPATIOTEMPORAL processes, HYDROLOGICAL forecasting

Blockchain-Powered LSTM-Attention Hybrid Model for Device Situation Awareness and On-Chain Anomaly Detection.

Authors: Zhang, Qiang Yue, Caiqing Dong, Xingzhe et al.

Source: Sensors (14248220); Aug2025, Vol. 25 Issue 15, p4663, 24p

Subject Terms: BLOCKCHAINS, LONG short-term memory, MACHINE-to-machine communications, MACHINE learning, DETECTORS, DATA security, TRUST, ANOMALY detection (Computer security)

LDPC Encoder and Decoder Architecture for Coding 3-bit Message Vector

Authors: Gade Sribala K. Gouthami Tai-hoon Kim et al.

Source: International Journal of Security and Its Applications. 9:21-30

Subject Terms: 0508 media and communications, 05 social sciences, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

A method for reconstructing logging curves based on Characterization-enhanced Variational Autoencoder.

Authors: Zhang, Xialin Qu, Jizhen Wang, Zhenjiang et al.

Source: Earth Science Informatics. Dec2025, Vol. 18 Issue 4, p1-19. 19p.

Reverse prediction of impact parameters for 3D woven fabrics subjected to ballistic impact using deep learning methods.

Authors: Li, Wenjie Bian, Zhouyang Chen, Tianhuan et al.

Source: Mechanics of Advanced Materials & Structures. Sep2025, p1-12. 12p. 10 Illustrations.

Subject Terms: *DEEP learning, *IMPACT (Mechanics), *IMPACT testing, *FRACTURE mechanics, *THREE-dimensional textiles, *FINITE element method, *STRAINS & stresses (Mechanics)

Interpretable physics‐informed graph neural networks for flood forecasting.

Authors: Taghizadeh, Mehdi Zandsalimi, Zanko Nabian, Mohammad Amin et al.

Source: Computer-Aided Civil & Infrastructure Engineering. 7/18/2025, Vol. 40 Issue 18, p2629-2649. 21p.

Subject Terms: *FLOOD forecasting, *GRAPH neural networks, *SPATIOTEMPORAL processes, *HYDRODYNAMICS, *CONSERVATION of mass, *CLIMATE change, *MACHINE learning

Advanced Brain Tumor Segmentation Using SAM2-UNet.

Authors: Pidishetti, Rohit Viswakarma Amjad, Maaz Sheng, Victor S.

Source: Applied Sciences (2076-3417); Mar2025, Vol. 15 Issue 6, p3267, 16p

Subject Terms: MEDICAL personnel, IMAGE analysis, COMPUTER vision, BRAIN tumors, IMAGE processing, DEEP learning