Search Results - "Encoder-Decoder Frameworks"

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

Problems of encoder-decoder frameworks for high-resolution remote sensing image segmentation: Structural stereotype and insufficient learning

Authors: Yan Tian Yi Sun Yiping Xu

Source: Neurocomputing. 330:297-304

Subject Terms: 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://dblp.uni-trier.de/db/journals/ijon/ijon330.html#SunTX19
https://www.sciencedirect.com/science/article/pii/S0925231218313821
https://doi.org/10.1016/j.neucom.2018.11.051

Encoder-Decoder Frameworks for Translation Between Human and Mouse Proteins

Authors: Levine, Jacob

Source: IMSAloquium Student Investigation Showcase

Subject Terms: Computer Sciences

Relation: https://digitalcommons.imsa.edu/sir_presentations/2020/session2/36

Availability: https://digitalcommons.imsa.edu/sir_presentations/2020/session2/36

Automatically captioning images using deep learning, datasets and estimation parameters: A Review.

Authors: Kamble, Priya Bhosle, Amol A.

Source: EPJ Web of Conferences; 11/20/2025, Vol. 341, p1-10, 10p

Subject Terms: DEEP learning, NATURAL language processing, PHOTOGRAPH captions, COMPUTER vision, REINFORCEMENT learning, ACQUISITION of data

Enhanced U2-net with residual depthwise separable and split-attention blocks for medical image segmentation.

Authors: WANG, Kai WU, Jianbin CHEN, Zhenghao

Source: Signal, Image & Video Processing; 2025, Vol. 19 Issue 13, p1-11, 11p

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

Authors: Zeng, Zhixuan Lin, Minjie Liu, Yang et al.

Source: Journal of Big Data; 11/4/2025, Vol. 12 Issue 1, p1-21, 21p

Subject Terms: DEEP learning, HOSPITAL mortality, LATENT variables, ELECTRONIC health records

Analysis of Image Captioning Approaches from a Deep Learning Perspective.

Authors: Chawla, Monika Agrawal, Rashmi

Source: Journal of Mobile Multimedia; 2025, Vol. 21 Issue 3/4, p363-377, 15p

Subject Terms: PHOTOGRAPH captions, ARTIFICIAL intelligence, DEEP learning, SOCIAL media, ARTIFICIAL neural networks, RECURRENT neural networks

用于三维点云分割和分类的高分辨率特征网络. (Chinese)

Alternate Title: High-resolution Feature Network for 3D Point Cloud Segmentation and Classification. (English)

Authors: 朱骏杰 刘东峰

Source: Journal of Guangdong University of Technology; May2025, Vol. 42 Issue 3, p44-51, 8p

Subject Terms: POINT cloud, POINT processes, LEARNING modules, SPINE, CLASSIFICATION

Unlocking the Power of 3D Convolutional Neural Networks for COVID-19 Detection: A Comprehensive Review.

Authors: Ilesanmi, Ademola E. Ilesanmi, Taiwo Ajayi, Babatunde et al.

Source: Journal of Imaging Informatics in Medicine; Oct2025, Vol. 38 Issue 5, p2915-2933, 19p

Subject Terms: STATISTICAL correlation, THREE-dimensional imaging, DIAGNOSTIC imaging, COMPUTERS, DATA analysis, COMPUTED tomography, PRIVACY, RESEARCH evaluation, COMPUTER storage devices, CONVOLUTIONAL neural networks, EVALUATION of medical care, ELECTROCARDIOGRAPHY, ARTIFICIAL neural networks, DEEP learning, X-rays, DIGITAL image processing, QUALITY assurance, ACCURACY, COVID-19, SENSITIVITY & specificity (Statistics), PREDICTIVE validity, ALGORITHMS, MEDICAL ethics

KPQDG: a key sentence prompt-tuning for automatic question-distractor pairs generation.

Authors: Yin, Zhongwei Li, Li

Source: Neural Computing & Applications. Jun2025, Vol. 37 Issue 18, p11843-11861. 19p.

Subject Terms: *DUAL-task paradigm, *READING comprehension, *COMPUTER simulation, *ATTENTION, *ENCODING

Advancement in medical report generation: current practices, challenges, and future directions.

Authors: Rehman, Marwareed Shafi, Imran Ahmad, Jamil et al.

Source: Medical & Biological Engineering & Computing. May2025, Vol. 63 Issue 5, p1249-1270. 22p.

Subject Terms: *RADIOLOGISTS, *DEEP learning, *DIAGNOSIS, *COMPUTER-assisted image analysis (Medicine), *INFORMATION storage & retrieval systems, *SCHOLARLY peer review

Chemical language models for molecular design.

Authors: Bajorath, Jürgen

Source: Molecular Informatics; Jan2024, Vol. 43 Issue 1, p1-7, 7p

Subject Terms: LANGUAGE models, CHEMICAL models, NATURAL language processing, RECURRENT neural networks, DRUG discovery

Parallel encoder-decoder framework for image captioning

Authors: Saeidimesineh, Reyhane Adibi, Peyman Karshenas, Hossein et al.

Index Terms: Parallelization, Encoder–decoder framework, Image captioning, Natural language processing, 006: Spezielle Computerverfahren, Beitrag in wissenschaftlicher Zeitschrift, Text

URL: https://doi.org/10.1016/j.knosys.2023.111056
Knowledge-Based Systems

IGINet: integrating geometric information to enhance inter-modal interaction for fine-grained image captioning: IGINet: integrating geometric information to enhance inter-modal...: M. S. Hossain et al.

Authors: Hossain, Md. Shamim Aktar, Shamima Liu, Weiyong et al.

Source: Multimedia Systems. Feb2025, Vol. 31 Issue 1, p1-23. 23p.

Lightweight Scene Text Recognition Based on Transformer.

Authors: Luan, Xin Zhang, Jinwei Xu, Miaomiao et al.

Source: Sensors (14248220); May2023, Vol. 23 Issue 9, p4490, 14p

Subject Terms: COMPUTER vision, TEXT recognition, VISUAL fields, PROBLEM solving

Unleashing Text-to-Image Diffusion Prior for Zero-Shot Image Captioning

Authors: Luo, Jianjie Chen, Jingwen Li, Yehao et al.

Index Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Computation and Language, Computer Science - Machine Learning, Computer Science - Multimedia, text

URL: http://arxiv.org/abs/2501.00437

A TextGCN-Based Decoding Approach for Improving Remote Sensing Image Captioning

Authors: Das, Swadhin Sharma, Raksha

Index Terms: Computer Science - Machine Learning, text

URL: http://arxiv.org/abs/2409.18467

Dreaming is All You Need

Authors: Ni, Mingze Liu, Wei

Index Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Computer Vision and Pattern Recognition, text

URL: http://arxiv.org/abs/2409.01633

See It All: Contextualized Late Aggregation for 3D Dense Captioning

Authors: Kim, Minjung Lim, Hyung Suk Kim, Seung Hwan et al.

Index Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Computation and Language, text

URL: http://arxiv.org/abs/2408.07648

GENERATING SQL FROM NATURAL LANGUAGE IN FEW-SHOT AND ZERO-SHOT SCENARIOS

Authors: Asplund, Liam

Index Terms: In-context learning, Few-shot scenarios, Zero-shot scenarios, Large language model, Prompt engineering, Jaccard Similarity, Computer Sciences, Datavetenskap (datalogi), Student thesis, info:eu-repo/semantics/bachelorThesis, text

URL: http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-227279
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