colorful-liyu / ArtImagePapers

paper list for sharing

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Paper list of art images

paper list for sharing

general text to image

Paers Model Conference Others
Generative Adversarial Text to Image Synthesis GAN-INT-CLS ICML 2016
StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks StackGAN ICCV 2017
StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks StackGAN++ TPAMI 2018
AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks AttnGAN CVPR 2018
Photographic Text-to-Image Synthesis with a Hierarchically-nested Adversarial Network HD-GAN CVPR 2018
StoryGAN: A Sequential Conditional GAN for Story Visualization StoryGAN CVPR 2019
Object-driven Text-to-Image Synthesis via Adversarial Training Obj-GAN CVPR 2019
MirrorGAN: Learning Text-to-image Generation by Redescription MirrorGAN CVPR 2019
Controllable Text-to-Image Generation CPGAN ECCV 2020

scene graph/layout to image

Paers Model Conference Others
Learning What and Where to Draw GAWWN NIPS 2016
Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis CVPR 2018
Image Generation from Scene Graphs sg2im CVPR 2018
Text2Scene: Generating Abstract Scenes from Textual Descriptions Text2Scene CVPR 2019
Image Generation from Layout Layout2Im CVPR 2019
LayoutGAN: Generating Graphic Layouts with Wireframe Discriminator LayoutGAN ICLR 2019
Generating Multiple Objects at Spatially Distinct Locations Object Pathways ICLR 2019

Transformer

Paers Model Conference Others
Learning Transferable Visual Models From Natural Language Supervision CLIP ARXIV
Taming Transformers for High-Resolution Image Synthesis VQGAN CVPR 2021
Zero-Shot Text-to-Image Generation DALL.E
Generative Adversarial Transformers GANSFORMER ICML 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale VIT ICLR 2021
Variational Transformer Networks for Layout Generation CVPR 2021

emotion

Paers Model Conference Others
Exploring Principles-of-Art Features For Image Emotion Recognition ACM MM 2014
Exploring Discriminative Representations for Image Emotion Recognition With CNNs IEEE TRANSACTIONS ON MULTIMEDIA 2020

Style transfer & oil painting

Paers Model Conference Others
Adaptive Convolutions for Structure-Aware Style Transfer AdaConv CVPR 2021 对AdaIN的改进
Rethinking Style Transfer: From Pixels to Parameterized Brushstrokes CVPR 2021 基于渲染器的风格化
Rethinking and Improving the Robustness of Image Style Transfer ResNet+ CVPR 2021 研究为什么ResNet风格化效果不好
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization AdaIN ICCV 2017
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Perceptual Loss
A Style-Aware Content Loss for Real-time HD Style Transfer ECCV 2018

About

paper list for sharing