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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

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