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Text-to-Image Generation Using Deep Learning

https://doi.org/10.3390/engproc2022020016
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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-1-4842-2845-6openalex-snapshot
MATLAB Deep Learning
inferredcites →https://doi.org/10.1007/s00371-022-02404-6openalex-snapshot
CF-GAN: cross-domain feature fusion generative adversarial network for text-to-image synthesis
inferredcites →https://doi.org/10.1016/j.patcog.2020.107384openalex-snapshot
Lightweight dynamic conditional GAN with pyramid attention for text-to-image synthesis
inferredcites →https://doi.org/10.1016/j.patcog.2020.107573openalex-snapshot
Unsupervised text-to-image synthesis
inferredcites →https://doi.org/10.1038/35090055openalex-snapshot
Neural foundations of imagery
inferredcites →https://doi.org/10.1109/access.2019.2958864openalex-snapshot
Dualattn-GAN: Text to Image Synthesis With Dual Attentional Generative Adversarial Network
inferredcites →https://doi.org/10.1109/cvpr.2015.7298932openalex-snapshot
Deep visual-semantic alignments for generating image descriptions
inferredcites →https://doi.org/10.1109/cvpr.2015.7298935openalex-snapshot
Show and tell: A neural image caption generator
inferredcites →https://doi.org/10.1109/cvpr.2018.00649openalex-snapshot
Photographic Text-to-Image Synthesis with a Hierarchically-Nested Adversarial Network
inferredcites →https://doi.org/10.1109/cvpr46437.2021.01611openalex-snapshot
DivCo: Diverse Conditional Image Synthesis via Contrastive Generative Adversarial Network
inferredcites →https://doi.org/10.1109/iccv.2017.629openalex-snapshot
StackGAN: Text to Photo-Realistic Image Synthesis with Stacked Generative Adversarial Networks
inferredcites →https://doi.org/10.1109/icengtechnol.2017.8308186openalex-snapshot
Understanding of a convolutional neural network
inferredcites →https://doi.org/10.1109/tpami.2018.2856256openalex-snapshot
StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks
inferredcites →https://doi.org/10.11591/ijeecs.v25.i2.pp972-979openalex-snapshot
Optimal text-to-image synthesis model for generating portrait images using generative adversarial network techniques
inferredcites →https://doi.org/10.48550/arxiv.1502.03044openalex-snapshot
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4676405openalex-extracted
Text to Image Conversion Using Optimized Deep Convolutional Gan (Dcgan)
inferred← citeshttps://doi.org/10.1007/978-981-95-0269-1_171openalex-snapshot
Generating Synthetic Images from Text Using RNN and BiLSTM
inferred← citeshttps://doi.org/10.1007/s00146-025-02193-1openalex-snapshot
Perceptions of generative AI in the architectural profession in Egypt: opportunities, threats, concerns for the future, and steps to improve
inferred← citeshttps://doi.org/10.1016/j.patcog.2025.111755openalex-snapshot
A unified framework of data augmentation using large language models for text-based cross-modal retrieval
inferred← citeshttps://doi.org/10.1109/etcc69750.2026.11681977openalex-snapshot
Multimodal Generative Framework for Sketch and Text to Realistic Image Conversion
inferred← citeshttps://doi.org/10.1109/etecte55893.2022.10007285openalex-snapshot
Real-Time Detection, Recognition, and Surveillance using Drones
inferred← citeshttps://doi.org/10.1109/gcitc60406.2023.10426184openalex-snapshot
Text-to-Image Synthesis using stackGAN
inferred← citeshttps://doi.org/10.1109/ic2pct68894.2026.11584477openalex-snapshot
Integrating Visual and Language Models - New Frontiers in Multi-Modal Text-to-Image Generation
inferred← citeshttps://doi.org/10.1109/icaiqsa67794.2025.11440561openalex-snapshot
Text-to-Visual: Generating Images from Descriptions Using Deep Learning
inferred← citeshttps://doi.org/10.1109/icaiss61471.2025.11041701openalex-snapshot
Gesture-Driven Cartoonification: A Text-based Approach Leveraging AI and Computer Vision for Creative Expression
inferred← citeshttps://doi.org/10.1109/iccae59995.2024.10569190openalex-snapshot
Sarid: Arabic Storyteller Using a Fine-Tuned LLM and Text-to-Image Generation
inferred← citeshttps://doi.org/10.1109/iciics59993.2023.10421307openalex-snapshot
Text-to-Image Generator using GANs
inferred← citeshttps://doi.org/10.1109/icoac59537.2023.10250086openalex-snapshot
A Deep Learning Based Cross Model Text to Image Generation using DC-GAN
inferred← citeshttps://doi.org/10.1109/raics61201.2024.10689943openalex-snapshot
VisualBlend - A Mixed Approach on Forensic Image Generation and Recognition
inferred← citeshttps://doi.org/10.1109/sceecs61402.2024.10482008openalex-snapshot
AI Innovator: Text to Image Generation using GAN
inferred← citeshttps://doi.org/10.1155/2024/8030907openalex-snapshot
Advertisement Synthesis Network for Automatic Advertisement Image Synthesis
inferred← citeshttps://doi.org/10.23919/indiacom66777.2025.11115223openalex-snapshot
Applying GANs for Image Synthesis and Recognition in Forensic Contexts
inferred← citeshttps://doi.org/10.3390/app132011438openalex-snapshot
Research on the Intelligent Modeling Design of a Truck Front Face Driven by User Imagery
inferred← citeshttps://doi.org/10.3390/app14156410openalex-snapshot
A Technological Framework to Support Asthma Patient Adherence Using Pictograms
inferred← citeshttps://doi.org/10.3390/buildings14030786openalex-snapshot
Analytical Evaluation of Midjourney Architectural Virtual Lab: Defining Major Current Limits in AI-Generated Representations of Islamic Architectural Heritage
inferred← citeshttps://doi.org/10.4018/979-8-3693-1738-9.ch004openalex-snapshot
Generative AI From Theory to Model
inferred← citeshttps://doi.org/10.4018/979-8-3693-3278-8.ch001openalex-snapshot
A Comprehensive Survey of Hypermedia System for Text- to-Image Conversion Using Generative AI
inferred← citeshttps://doi.org/10.51358/id.v21i3.1180openalex-snapshot
Form over function: an analysis of Midjourney-generated infographics
inferred← citeshttps://doi.org/10.52783/jns.v14.2260openalex-snapshot
An Efficiency-Optimized Framework for Sequential Image Generation with Stable Diffusion Models
inferred← citeshttps://doi.org/10.56155/978-81-955020-7-3-34openalex-snapshot
Exploring Multimodal Learning: Text Conditioned Image Generation
inferred← citeshttps://doi.org/10.7759/s44389-025-03599-0openalex-snapshot
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