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Guided Image-to-image Translation
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Applications
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Photo Animation
CartoonGAN: Generative Adversarial Networks for Photo Cartoonization. CVPR 2018. [PDF] [Pytorch] [TensorFlow]
Image Restoration
Image Synthesis
APDrawingGAN: Face-to-Parameter Translation for Game Character Auto-Creation.CVPR 2019. [PDF] [Github] [Online Demo]
Cascaded Generation of High-quality Color Visible Face Images from Thermal Capture. sarxiv 2019. [PDF]
CartoonGAN: Generative Adversarial Networks for Photo Cartoonization. CVPR 2018. [PDF] [Github] [unofficial test] [unofficial pytorch]
Retargeting and 3D Vision
Render4Completion: Synthesizing Multi-View Depth Maps for 3D Shape Completion.ICCV 2019 workshop on Geometry meets Deep Learning. [PDF]
Attribute Editing
Biphasic-GAN: Biphasic Learning of GANs for High-Resolution Image-to-Image Translation. ArXiv 2019. [PDF]
SliderGAN: Synthesizing Expressive Face Images by Sliding 3D Blend shape Parameters. arxiv 2019. [PDF]
Generating High-Resolution Fashion Model Images Wearing Custom Outfits. Workshop on Computer Vision for Fashion, Art and Design, ICCV 2019. [PDF]
Data Augmentation
Model-Compression-and-Pruning
Adversarial-Examples
Disrupting DeepFakes: Adversarial Attacks Against Conditional Image Translation Networks and Facial Manipulation Systems. arxiv, 3 Mar 2020. [PDF]
Imbalanced Data
Elastic-InfoGAN: Unsupervised Disentangled Representation Learning in Imbalanced Data.arxiv, 1 Oct 2019. [PDF]