Image-Generation-Papers

A collection of latest papers on top-notch conferences for image generation with different conditional context. (constantly updating)

• Not including papers of image-to-image translation, please see image-to-image papers for more related papers.

• Plan to add or update comments according to my progress of reading and understanding.

• Feel free to send a PR or issue.

Context: Semantic Label

Model	Paper	Conference	Paper Link	Code Link	Comments
SPADE	Semantic Image Synthesis with Spatially-Adaptive Normalization	CVPR 2019 (Oral)	1903.07291	NVlabs/SPADE	1.A conditonal normalization layer 2.sementic information is used to learn the affine coefficients
Seg2vid	Video Generation from Single Semantic Label Map	CVPR 2019	1903.04480	junting/seg2vid

Context: Layout

Model	Paper	Conference	Paper Link	Code Link	Comments
Layout2Im	Image Generation from Layout	CVPR 2019	1811.11389

Context: Scene Graphs

Model	Paper	Conference	Paper Link	Code Link	Comments
Sg2im	Image Generation from Scene Graphs	CVPR 2018	1804.01622	google/sg2im

Context: Text

Model	Paper	Conference	Paper Link	Code Link	Comments
MirrorGAN	MirrorGAN: Learning Text-to-image Generation by Redescription	CVPR 2019	1903.05854		Text-to-image-to-text
ObjectGAN	Object-driven Text-to-Image Synthesis via Adversarial Training	CVPR 2019	1902.10740		text --> semantic layout
StoryGAN	StoryGAN: A Sequential Conditional GAN for Story Visualization	CVPR 2019	1812.02784	yitong91/StoryGAN	story-to-image-sequence generation
Text2Scene	Text2Scene: Generating Compositional Scenes from Textual Descriptions	CVPR 2019	1809.01110
	Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis	CVPR 2018	1801.05091		text--> semantic layout