Search
🎇

Image Translation Literature Search

Tutorials

Surveys

Articles

Search
GAN
GAN: Generative Adversarial Nets
Jesus
21783
NIPS
2014
GAN: Generative Adversarial Nets
Jesus
21783
NIPS
2014
LSGAN
1587
ICCV
2017
LSGAN
1587
ICCV
2017
Search
🌟
Conf
Yr
Date
Link
☄️
Note
Read
NIPS
2017
452
COUNT4
Search
🌟
Conf
Yr
Title
Link
☄️
Note
Read
arXiv
2020
1
COUNT2
Search
🌟
Conf
Yr
Date
Link
☄️
Note
Read
Tag
COUNT32
Search
🌟
Conf
Yr
Title
Link
☄️
Note
Read
ECCV
2018
469
CVPR
2020
주재걸 교수님. Unsupervised Clustering
COUNT20
Search
🌟
Conf
Yr
Title
Link
☄️
Note
Read
COUNT23

Guided Image-to-image Translation

Search
Search
Search
🌟
Conf
Yr
Title
Link
☄️
Note
Read
SIGGRAPH 19
SIGGRAPH
2019
68
CVPR20
CVPR
2020
SOTA for Image-to-Image Translation on ADE20K Labels-to-Photos (FID metric )
COUNT6
Search
🌟
Conf
Yr
Title
Link
☄️
Note
Read
Tag
COUNT1

Applications

Search
Date
Conf
Title
Link
☄️
Note
Presenters
CVPR 18
Image to Image Translation for Domain Adaptation
[PDF]
142
CVPR 18
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification.
[PDF]
238
COUNT2

Photo Animation

AutoToon: Automatic Geometric Warping for Face Cartoon Generation. WACV 2020. [PDF]
Learning to Cartoonize Using White-box Cartoon Representations. CVPR 2020. [PDF] [Project] [Github]
AnimeGAN: A Novel Lightweight GAN For Photo Animation.2020. [Github] [Dataset]
ComixGAN: Generative Adversarial Network For Transferring Images To Comics.[Github]
CartoonGAN: Generative Adversarial Networks for Photo Cartoonization. CVPR 2018. [PDF] [Pytorch] [TensorFlow]

Image Restoration

Bringing Old Photos Back to Life.CVPR 2020. [PDF] [Project]
Pose Agnostic Cross-spectral Hallucination via Disentangling Independent Factors. CVPR 2020. [PDF]
Learning Invariant Representation for Unsupervised Image Restoration.CVPR 2020. [PDF]
Unsupervised Domain-Specific Deblurring via Disentangled Representations.CVPR 2019. [PDF] [Github]

Image Synthesis

SEAN: Image Synthesis with Semantic Region-Adaptive Normalization. CVPR 2020. [PDF] [Video] [Github]
Face-to-Parameter Translation for Game Character Auto-Creation.ICCV 2019. [PDF]
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]
Multi-Garment Net_Learning to Dress 3D people from Images. ICCV 2019. [PDF] [Github]
Tex2Shape: Detailed Full Human Body Geometry From a Single Image. ICCV 2019. [arxiv] [PDF] [Github]
pix2vertex: Unrestricted facial geometry reconstruction using image-to-image translation. arxiv, 2017. [PDF] [Github]
Learning to Reconstruct People in Clothing from a Single RGB Camera. ICCV 2019. [PDF][Github]
360-Degree Textures of People in Clothing from a Single Image. 3DV 2019. [PDF][Project]
SelectionGAN: Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation. CVPR 2019. [PDF] [Github]
Multi-Channel Attention Selection GANs for Guided Image-to-Image Translation. arxiv 2020. [PDF]
VR Facial Animation via Multiview Image Translation. SIGGRAPH 2019. [PDF]

Attribute Editing

Intuitive, Interactive Beard and Hair Synthesis with Generative Models. CVPR 2020. [PDF]
Lifespan Age Transformation Synthesis. arxiv 2020. [PDF]
IcGAN: Invertible Conditional GANs for image editing. NeurIPS Workshop 2016. [PDF] [Github]
Smart, Sparse Contours to Represent and Edit Images. CVPR 2018. [PDF] [[Project]
AGUIT: Attribute Guided Unpaired Image-to-Image Translation with Semi-supervised Learning. arxiv, 29 Apr 2019. [PDF] [Github]
BeautyGAN: Instance-level Facial Makeup Transfer with Deep Generative Adversarial Network. ACM MM 2018. [PDF] [Github] [Project]
UFDN: A Unified Feature Disentangler for Multi-Domain Image Translation and Manipulation. NeurIPS 2018. [PDF] [Github]
ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes. ECCV 2018. [PDF] [Github]
Biphasic-GAN: Biphasic Learning of GANs for High-Resolution Image-to-Image Translation. ArXiv 2019. [PDF]
High Fidelity Face Manipulation with Extreme Pose and Expression. ArXiv 2019. [PDF]
Make a Face: Towards Arbitrary High Fidelity Face Manipulation. ICCV 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

Generative Image Translation for Data Augmentation in Colorectal Histopathology Images. NeurIPSW 2019 [PDF] [Project]
DG-Net: Joint Discriminative and Generative Learning for Person Re-identification.CVPR 2019. [PDF] [Github]
Compressed Sensing using Generative Models.arxiv 2017. [PDF] [Github]
Person Transfer GAN to Bridge Domain Gap for Person Re-Identification.CVPR 2018. [PDF]

Model-Compression-and-Pruning

GAN Compression: Efficient Architectures for Interactive Conditional GANs.CVPR 2020. [PDF] [Demo] [Github]
Co-Evolutionary Compression for Unpaired Image Translation.ICCV 2019. [PDF] [Github]

Adversarial-Examples

Disrupting DeepFakes: Adversarial Attacks Against Conditional Image Translation Networks and Facial Manipulation Systems. arxiv, 3 Mar 2020. [PDF]
Adversarial Self-Defense for Cycle-Consistent GANs.NeurIPS 2019. [PDF]]

Imbalanced Data

Elastic-InfoGAN: Unsupervised Disentangled Representation Learning in Imbalanced Data.arxiv, 1 Oct 2019. [PDF]

Image Generation

SinGAN: Learning a Generative Model from a Single Natural Image [PDF] [Review]