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A survey and taxonomy of adversarial neural networks for text‐to‐image synthesis

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-030-20870-7_29openalex-snapshot

Paired-D GAN for Semantic Image Synthesis

inferredcites →https://doi.org/10.1007/978-3-319-10602-1_48openalex-snapshot

Microsoft COCO: Common Objects in Context

inferredcites →https://doi.org/10.1007/978-3-319-46475-6_43openalex-snapshot

Perceptual Losses for Real-Time Style Transfer and Super-Resolution

inferredcites →https://doi.org/10.1007/978-3-319-46493-0_20openalex-snapshot

Generative Image Modeling Using Style and Structure Adversarial Networks

inferredcites →https://doi.org/10.1007/978-3-319-46493-0_47openalex-snapshot

Attribute2Image: Conditional Image Generation from Visual Attributes

inferredcites →https://doi.org/10.1007/978-3-319-66179-7_48openalex-snapshot

Medical Image Synthesis with Context-Aware Generative Adversarial Networks

inferredcites →https://doi.org/10.1016/j.ins.2018.10.053openalex-snapshot

Convolutional neural network learning for generic data classification

inferredcites →https://doi.org/10.1109/78.650093openalex-snapshot

Bidirectional recurrent neural networks

inferredcites →https://doi.org/10.1109/acv.1998.732910openalex-snapshot

Multimedia applications of computer vision

inferredcites →https://doi.org/10.1109/cvpr.2016.308openalex-snapshot

Rethinking the Inception Architecture for Computer Vision

inferredcites →https://doi.org/10.1109/cvpr.2017.202openalex-snapshot

Stacked Generative Adversarial Networks

inferredcites →https://doi.org/10.1109/cvpr.2017.632openalex-snapshot

Image-to-Image Translation with Conditional Adversarial Networks

inferredcites →https://doi.org/10.1109/cvpr.2018.00133openalex-snapshot

Image Generation from Scene Graphs

inferredcites →https://doi.org/10.1109/cvpr.2018.00143openalex-snapshot

AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks

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/cvpr.2018.00833openalex-snapshot

Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis

inferredcites →https://doi.org/10.1109/cvpr.2018.00909openalex-snapshot

Language-Based Image Editing with Recurrent Attentive Models

inferredcites →https://doi.org/10.1109/cvpr.2018.00986openalex-snapshot

CartoonGAN: Generative Adversarial Networks for Photo Cartoonization

inferredcites →https://doi.org/10.1109/cvpr.2019.00160openalex-snapshot

MirrorGAN: Learning Text-To-Image Generation by Redescription

inferredcites →https://doi.org/10.1109/cvpr.2019.00595openalex-snapshot

DM-GAN: Dynamic Memory Generative Adversarial Networks for Text-To-Image Synthesis

inferredcites →https://doi.org/10.1109/cvpr.2019.00649openalex-snapshot

StoryGAN: A Sequential Conditional GAN for Story Visualization

inferredcites →https://doi.org/10.1109/cvpr.2019.01245openalex-snapshot

Object-Driven Text-To-Image Synthesis via Adversarial Training

inferredcites →https://doi.org/10.1109/iccv.2017.304openalex-snapshot

Least Squares Generative Adversarial Networks

inferredcites →https://doi.org/10.1109/iccv.2017.608openalex-snapshot

Semantic Image Synthesis via Adversarial Learning

inferredcites →https://doi.org/10.1109/icip.2017.8296606openalex-snapshot

Stable and improved generative adversarial nets (GANS): A constructive survey

inferredcites →https://doi.org/10.1109/icip.2017.8296635openalex-snapshot

I2T2I: Learning text to image synthesis with textual data augmentation

inferredcites →https://doi.org/10.1109/icip.2018.8451161openalex-snapshot

Fast-Converging Conditional Generative Adversarial Networks for Image Synthesis

inferredcites →https://doi.org/10.1109/icip.2018.8451236openalex-snapshot

Text2Sketch: Learning Face Sketch from Facial Attribute Text

inferredcites →https://doi.org/10.1109/icip.2018.8451558openalex-snapshot

Image Captioning with Word Level Attention

inferredcites →https://doi.org/10.1109/icmlc.2018.8526990openalex-snapshot

Recent Advance On Generative Adversarial Networks

inferredcites →https://doi.org/10.1109/icpr.2018.8545383openalex-snapshot

Semantic Image Synthesis via Conditional Cycle-Generative Adversarial Networks

inferredcites →https://doi.org/10.1109/icvgip.2008.47openalex-snapshot

Automated Flower Classification over a Large Number of Classes

inferredcites →https://doi.org/10.1109/ijcnn.2018.8489624openalex-snapshot

Text-To-Text Generative Adversarial Networks

inferredcites →https://doi.org/10.1109/jas.2017.7510583openalex-snapshot

Generative adversarial networks: introduction and outlook

inferredcites →https://doi.org/10.1109/mlsp.2017.8168140openalex-snapshot

Adversarial nets with perceptual losses for text-to-image synthesis

inferredcites →https://doi.org/10.1109/msp.2017.2765202openalex-snapshot

Generative Adversarial Networks: An Overview

inferredcites →https://doi.org/10.1109/tbdata.2018.2850013openalex-snapshot

Network Representation Learning: A Survey

inferredcites →https://doi.org/10.1109/tcom.1983.1095851openalex-snapshot

The Laplacian Pyramid as a Compact Image Code

inferredcites →https://doi.org/10.1109/tmm.2018.2869276openalex-snapshot

Multitask Learning for Cross-Domain Image Captioning

inferredcites →https://doi.org/10.1109/tpami.2013.50openalex-snapshot

Representation Learning: A Review and New Perspectives

inferredcites →https://doi.org/10.1109/tpami.2016.2598339openalex-snapshot

Deep Visual-Semantic Alignments for Generating Image Descriptions

inferredcites →https://doi.org/10.1109/tpami.2018.2798607openalex-snapshot

Multimodal Machine Learning: A Survey and Taxonomy

inferredcites →https://doi.org/10.1109/tpami.2018.2856256openalex-snapshot

StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks

inferredcites →https://doi.org/10.1145/2790296openalex-snapshot

Automatic Photo Adjustment Using Deep Neural Networks

inferredcites →https://doi.org/10.1145/3301282openalex-snapshot

How Generative Adversarial Networks and Their Variants Work

inferredcites →https://doi.org/10.1609/aaai.v32i1.12233openalex-snapshot

Video Generation From Text

inferredcites →https://doi.org/10.1609/aaai.v33i01.33013272openalex-snapshot

Adversarial Learning of Semantic Relevance in Text to Image Synthesis

inferredcites →https://doi.org/10.1609/aaai.v33i01.33018312openalex-snapshot

Perceptual Pyramid Adversarial Networks for Text-to-Image Synthesis

inferredcites →https://doi.org/10.23919/tst.2017.8195348openalex-snapshot

A survey of image synthesis and editing with generative adversarial networks

inferredcites →https://doi.org/10.24963/ijcai.2018/618openalex-snapshot

SentiGAN: Generating Sentimental Texts via Mixture Adversarial Networks

inferredcites →https://doi.org/10.48550/arxiv.1502.03044openalex-snapshot

Show, Attend and Tell: Neural Image Caption Generation with Visual Attention

inferredcites →https://doi.org/10.48550/arxiv.1511.02793openalex-snapshot

Generating Images from Captions with Attention

inferredcites →https://doi.org/10.48550/arxiv.1511.06434openalex-snapshot

Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

inferredcites →https://doi.org/10.48550/arxiv.1605.05396openalex-snapshot

Generative Adversarial Text to Image Synthesis

inferredcites →https://doi.org/10.48550/arxiv.1610.02454openalex-snapshot

Learning What and Where to Draw

inferredcites →https://doi.org/10.48550/arxiv.1610.09585openalex-snapshot

Conditional Image Synthesis With Auxiliary Classifier GANs

inferredcites →https://doi.org/10.48550/arxiv.1611.01673openalex-snapshot

Generative Multi-Adversarial Networks

inferredcites →https://doi.org/10.48550/arxiv.1703.01560openalex-snapshot

LR-GAN: Layered Recursive Generative Adversarial Networks for Image Generation

inferredcites →https://doi.org/10.48550/arxiv.1703.06412openalex-snapshot

TAC-GAN - Text Conditioned Auxiliary Classifier Generative Adversarial Network

inferredcites →https://doi.org/10.48550/arxiv.1704.02166openalex-snapshot

Semi-Latent GAN: Learning to generate and modify facial images from attributes

inferredcites →https://doi.org/10.48550/arxiv.1706.07068openalex-snapshot

CAN: Creative Adversarial Networks, Generating "Art" by Learning About Styles and Deviating from Style Norms

inferredcites →https://doi.org/10.48550/arxiv.1706.08500openalex-snapshot

GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium

inferredcites →https://doi.org/10.48550/arxiv.1709.03831openalex-snapshot

Dual Discriminator Generative Adversarial Nets

inferredcites →https://doi.org/10.48550/arxiv.1801.01442openalex-snapshot

ObamaNet: Photo-realistic lip-sync from text

inferredcites →https://doi.org/10.48550/arxiv.1803.04469openalex-snapshot

An Introduction to Image Synthesis with Generative Adversarial Nets

inferredcites →https://doi.org/10.48550/arxiv.1805.01123openalex-snapshot

MC-GAN: Multi-conditional Generative Adversarial Network for Image Synthesis

inferredcites →https://doi.org/10.5594/jmi.2018.2790658openalex-snapshot

Speech-to-Text for Broadcasters, From Research to Implementation

inferredcites →https://doi.org/10.57702/zp44cu3gopenalex-snapshot

Learning Multiple Layers of Features from Tiny Images

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OV-DAR: Open-Vocabulary Object Detection and Attributes Recognition

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Optimized GAN for Text-to-Image Synthesis: Hybrid Whale Optimization Algorithm and Dragonfly Algorithm

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SWF-GAN: A Text-to-Image model based on sentence–word fusion perception

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A survey on multimodal bidirectional machine learning translation of image and natural language processing

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SF-GAN: Semantic fusion generative adversarial networks for text-to-image synthesis

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Novel Creation Method of Feature Graphics for Image Generation Based on Deep Learning Algorithms

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A Review of Multi-Modal Learning from the Text-Guided Visual Processing Viewpoint

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A Comprehensive Survey of Deep Learning Approaches in Image Processing

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Text to Image in Landscape Architecture: Artificial Intelligence Approaches

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Integrative analysis of Text-to-Image AI systems in architectural design education: pedagogical innovations and creative design implications

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Reconnoitering Generative Deep Learning Through Image Generation From Text

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Advancements in Real-World Applications of Generative Adversarial Networks (GANs)

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A Taxonomy for Generative Adversarial Networks in Dynamic Adaptive Streaming Over HTTP

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Evo* 2020 -- Late-Breaking Abstracts Volume

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Evaluation of Text Generation: A Survey

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Game of GANs: Game-Theoretical Models for Generative Adversarial Networks

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Image Generation from a Hyper Scene Graph with Trinomial Hyperedges

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How to Imagine the World with Text? From Text-to-image Generation View

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An Overview of Text to Visual Generation Using GAN

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Towards Sustainable Image Synthesis: A Comprehensive Review of Text-to-Image Generation Models

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IMPLEMENTATION ON ARTMART A KEYWORD-BASED AI IMAGE GENERATOR

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The Math and Science behind Artificial Intelligence: Enhancing Physician Understanding and Application

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