A collection of resources on image-to-image translation.
This repository is organized chronologically by conferences (constantly updating). There is another one organized in terms of category, which is also available.
If you think I have missed out on something (or) have any suggestions (papers, implementations and other resources), feel free to pull a request
Feedback and contributions are welcome!
Self-Supervised CycleGAN for Object-Preserving Image-to-Image Domain Adaptation.[PDF]
Xinpeng Xie, Jiawei Chen, Yuexiang Li, Linlin Shen, Kai Ma, Yefeng Zheng.
World-Consistent Video-to-Video Synthesis.[PDF] [Github]
Arun Mallya, Ting-Chun Wang, Karan Sapra, Ming-Yu Liu.
Contrastive Learning for Unpaired Image-to-Image Translation.[PDF] [Project] [Github]
Taesung Park, Alexei A. Efros, Richard Zhang, Jun-Yan Zhu.
Unselfie: Translating Selfies to Neutral-pose Portraits in the Wild.[PDF]
Liqian Ma, Zhe Lin, Connelly Barnes, Alexei A. Efros, Jingwan Lu.
TSIT: A Simple and Versatile Framework for Image-to-Image Translation. [PDF]
Liming Jiang, Changxu Zhang, Mingyang Huang, Chunxiao Liu, Jianping Shi, Chen Change Loy.
LEED: Label-Free Expression Editing via Disentanglement.[PDF]
Rongliang Wu, Shijian Lu.
Unsupervised Sketch-to-Photo Synthesis.[PDF][Github]
Runtao Liu, Qian Yu, Stella Yu.
Transformation Consistency Regularization: A Semi-Supervised Paradigm for Image-to-Image Translation.[PDF]
Aamir Mustafa, Rafal K. Mantiuk.
Cross-Domain Cascaded Deep Feature Translation.[PDF]
Oren Katzir, Dani Lischinski, Daniel Cohen-Or.
Unpaired Image-to-Image Translation using Adversarial Consistency Loss.[PDF]
Yihao Zhao, Ruihai Wu, Hao Dong.
COCO-FUNIT: Few-Shot Unsupervised Image Translation with a Content Conditioned Style Encoder.[PDF][Github]
Kuniaki Saito, Kate Saenko, Ming-Yu Liu.
XingGAN for Person Image Generation.[Github]
Hao Tang, Song Bai, Li Zhang, Philip H. S. Torr, Nicu Sebe.
GANHopper: Multi-Hop GAN for Unsupervised Image-to-Image Translation.[PDF]
Wallace Lira, Johannes Merz, Daniel Ritchie, Daniel Cohen-Or, Hao Zhang.
TuiGAN: Learning Versatile Image-to-Image Translation with Two Unpaired Images.[PDF] [Github]
Jianxin Lin, Yingxue Pang, Yingce Xia, Zhibo Chen, Jiebo Luo.
Model-based Occlusion Disentanglement for Image-to-image Translation.[PDF]
Fabio Pizzati, Pietro Cerri, Raoul de Charette.
Semantic Relation Preserving Knowledge Distillation for Image-to-Image Translation.[pdf] [Supplement]
Zeqi Li, Ruowei Jiang,, Parham Aarabi.
Informative Sample Mining Network for Multi-Domain Image-to-Image Translation.[pdf] [Supplement]
Jie Cao, Huaibo Huang, Yi Li, Ran He, Zhenan Sun.
Neural Wireframe Renderer: Learning Wireframe to Image Translations.[pdf] [Supplement]
Yuan Xue, Zihan Zhou, Xiaolei Huang.
ForkGAN: Seeing into the Rainy Night.[PDF]
Ziqiang Zheng, Yang Wu, Xinran Han, Jianbo Shi.
Learning to Cartoonize Using White-box Cartoon Representations.[PDF][Github][Project]
Xinrui Wang and Jinze Yu.
Attentive Normalization for Conditional Image Generation.[PDF]
Yi Wang, Ying-Cong Chen, Xiangyu Zhang, Jian Sun, Jiaya Jia.
Diverse Image Generation via Self-Conditioned GANs..[PDF] [Project] [Github]
Steven Liu, Tongzhou Wang, David Bau, Jun-Yan Zhu, Antonio Torralba.
Fine-grained Image-to-Image Transformation towards Visual Recognition. [PDF]
Wei Xiong, Yutong He, Yixuan Zhang, Wenhan Luo, Lin Ma, Jiebo Luo.
RL-CycleGAN: Reinforcement Learning Aware Simulation-To-Real. [PDF]
Kanishka Rao, Chris Harris, Alex Irpan, Sergey Levine, Julian Ibarz, Mohi Khansari.
CouncilGAN: Breaking The Cycle: Colleagues Are All You Need.[PDF][Project][Github]
Ori Nizan, Ayellet Tal.
DUNIT: Detection-based Unsupervised Image-to-Image Translation.[PDF]
Deblina Bhattacharjee, Seungryong Kim, Guillaume Vizier, and Mathieu Salzmann.
UCTGAN: Diverse Image Inpainting Based on Unsupervised Cross-Space Translation.[PDF]
Lei Zhao, Qihang Mo, Sihuan Lin, Zhizhong Wang, Zhiwen Zuo, Haibo Chen, Wei Xing, Dongming Lu.
Wish You Were Here: Context-Aware Human Generation.[PDF]
Oran Gafni, Lior Wolf.
Deformation-aware Unpaired Image Translation for Pose Estimation on Laboratory Animals.[PDF]
Siyuan Li, Semih Günel, Mirela Ostrek, Pavan Ramdya, Pascal Fua, Helge Rhodin.
Unsupervised Multi-Modal Image Registration via Geometry Preserving Image-to-Image Translation. [PDF]
Moab Arar, Yiftach Ginger, Dov Danon, Amit H. Bermano, Daniel Cohen-Or.
Bringing Old Photos Back to Life.[PDF] [Project]
Ziyu Wan, Bo Zhang, Dongdong Chen, Pan Zhang, Dong Chen, Jing Liao, Fan Wen.
Reference-Based Sketch Image Colorization using Augmented-Self Reference and Dense Semantic Correspondence.[PDF]
Junsoo Lee, Eungyeup Kim, Yunsung Lee, Dongjun Kim, Jaehyuk Chang, Jaegul Choo.
SMIS: Semantically Multi-modal Image Synthesis.[PDF] [Project] [Github]
Zhen Zhu, Zhiliang Xu, Ansheng You, Xiang Bai.
SEAN: Image Synthesis with Semantic Region-Adaptive Normalization.[PDF] [Video] [Github]
Peihao Zhu, Rameen Abdal, Yipeng Qin, Peter Wonka.
CoCosNet: Cross-domain Correspondence Learning for Exemplar-based Image Translation.[PDF][Project] [Unofficial]
Pan Zhang, Bo Zhang, Dong Chen, Lu Yuan, Fang Wen.
STEFANN: Scene Text Editor using Font Adaptive Neural Network.[PDF] [Project] [Github] [Data]
Prasun Roy, Saumik Bhattacharya, Subhankar Ghosh, Umapada Pal.
Intuitive, Interactive Beard and Hair Synthesis with Generative Models.[PDF]
Kyle Olszewski, Duygu Ceylan, Jun Xing, Jose Echevarria, Zhili Chen, Weikai Chen, Hao Li.
Semantic Image Manipulation Using Scene Graphs.[PDF]
Helisa Dhamo, Azade Farshad, Iro Laina, Nassir Navab, Gregory D. Hager, Federico Tombari, Christian Rupprecht.
Domain Adaptive Image-to-image Translation. [PDF]
Ying-Cong Chen, Xiaogang Xu and Jiaya Jia.
Attentive Normalization for Conditional Image Generation.[PDF]
Yi Wang, Ying-Cong Chen, Xiangyu Zhang, Jian Sun and Jiaya Jia.
Guided Variational Autoencoder for Disentanglement Learning.[PDF]
Zheng Ding, Yifan Xu, Weijian Xu, Gaurav Parmar, Yang Yang, Max Welling, Zhuowen Tu.
Semi-supervised Learning for Few-shot Image-to-Image Translation.[PDF] [Github]
Yaxing Wang, Salman Khan, Abel Gonzalez-Garcia, Joost van de Weijer, Fahad Shahbaz Khan.
Augmenting Colonoscopy using Extended and Directional CycleGAN for Lossy Image Translation.[PDF]
Shawn Mathew, Saad Nadeem, Sruti Kumari, Arie Kaufman.
ADGAN: Controllable Person Image Synthesis with Attribute-Decomposed GAN.[PDF] [Project] [Github]
Yifang Men, Yiming Mao, Yuning Jiang, Wei-Ying Ma, Zhouhui Lian.
LGGAN: Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation. [PDF] [Github]
Hao Tang, Dan Xu, Yan Yan, Philip H. S. Torr, Nicu Sebe.
StarGAN v2: Diverse Image Synthesis for Multiple Domains.[PDF] [GitHub] [Tensorflow] [AFHQ Data]
Yunjey Choi, Youngjung Uh, Jaejun Yoo, Jung-Woo Ha. Clova AI Research, NAVER Corp.
GAN Compression: Efficient Architectures for Interactive Conditional GANs.[PDF] [Demo] [Github]
Muyang Li, Ji Lin, Yaoyao Ding, Zhijian Liu, Jun-Yan Zhu, and Song Han.
HiDT: High-Resolution Daytime Translation Without Domain Labels.[PDF]
Ivan Anokhin, Pavel Solovev, Denis Korzhenkov, Alexey Kharlamov, Taras Khakhulin, Gleb Sterkin, Alexey Silvestrov, Sergey Nikolenko, Victor Lempitsky.
NICE: Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation. [PDF] [Github]
Runfa Chen, Wenbing Huang, Binghui Huang, Fuchun Sun, Bin Fang.
Distilling Portable Generative Adversarial Networks for Image Translation. [PDF]
Hanting Chen, Yunhe Wang, Han Shu, Changyuan Wen, Chunjing Xu, Boxin Shi, Chao Xu, Chang Xu.
Fast and Robust Face-to-Parameter Translation for Game Character Auto-Creation.[PDF]
Tianyang Shi, Zhengxia Zou, Yi Yuan, Changjie Fan.
Learning to Transfer: Unsupervised Domain Translation via Meta-Learning.[PDF] [Github]
Jianxin Lin, Yijun Wang, Zhibo Chen, Tianyu He.
Go From the General to the Particular: Multi-Domain Translation with Domain Transformation Networks.[PDF]
Yong Wang, Longyue Wang, Shuming Shi, Victor Li, Zhaopeng Tu.
Generating Diverse Translation by Manipulating Multi-Head Attention.[PDF]
Zewei Sun, Shujian Huang, Hao-Ran Wei, Xin-yu Dai, Jiajun Chen.
Benign Examples: Imperceptible Changes Can Enhance Image Translation Performance.[PDF]
Vignesh Srinivasan, Klaus-Robert Müller, Wojciech Samek, Shinichi Nakajima.
Multimodal Structure-Consistent Image-to-Image Translation.
Che-Tsung Lin, Yen-Yi Wu, Po-Hao Hsu, Shang-Hong Lai.
GAN-Based Unpaired Chinese Character Image Translation via Skeleton Transformation and Stroke Rendering.
Yiming Gao, Jiangqin Wu.
Augmented Cyclic Consistency Regularization for Unpaired Image-to-Image Translation.
Takehiko Ohkawa, Naoto Inoue, Hirokatsu Kataoka, Nakamasa Inoue.
ICPR 2020. [PDF]
Unsupervised Image-to-Image Translation via Pre-trained StyleGAN2 Network.
Jialu Huang, Jing Liao, Sam Kwong.
arxiv 2020. [PDF] [Github]
DeepI2I: Enabling Deep Hierarchical Image-to-Image Translation by Transferring from GANs.
yaxing wang, Lu Yu, Joost van de Weijer.
NeurIPS 2020. [PDF]
The Surprising Effectiveness of Linear Unsupervised Image-to-Image Translation.
Eitan Richardson, Yair Weiss.
arxiv 2020. [PDF] [Github]
BalaGAN: Image Translation Between Imbalanced Domains via Cross-Modal Transfer.
Or Patashnik, Dov Danon, Hao Zhang, Daniel Cohen-Or.
arxiv 2020.[PDF]
Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation.
Elad Richardson, Yuval Alaluf, Or Patashnik, Yotam Nitzan, Yaniv Azar, Stav Shapiro, Daniel Cohen-Or.
arxiv 2020. [PDF] [Github] [Project]
Semantically Adaptive Image-to-image Translation for Domain Adaptation of Semantic Segmentation.
Luigi Musto, Andrea Zinelli.
BMVC 2020. [PDF]
GAIT: Gradient Adjusted Unsupervised Image-to-Image Translation.
Ibrahim Batuhan Akkaya, Ugur Halici.
ICIP 2020. [PDF]
Retrieval Guided Unsupervised Multi-domain Image-to-Image Translation.
Raul Gomez, Yahui Liu, Marco De Nadai, Dimosthenis Karatzas, Bruno Lepri, Nicu Sebe.
ACM MM 2020. [PDF]
Dual Attention GANs for Semantic Image Synthesis.
Hao Tang, Song Bai, Nicu Sebe.
ACM MM 2020. [PDF] [Github]
From Design Draft to Real Attire: Unaligned Fashion Image Translation.
Yu Han, Shuai Yang, Wenjing Wang, Jiaying Liu.
ACM MM 2020. [PDF] [Project]
Learning to Caricature via Semantic Shape Transform.
Wenqing Chu, Wei-Chih Hung, Yi-Hsuan Tsai, Yu-Ting Chang, Yijun Li, Deng Cai, Ming-Hsuan Yang.
IJCV 2020. [PDF]
Deep Sketch-guided Cartoon Video Synthesis.
Xiaoyu Li, Bo Zhang, Jing Liao, Pedro V. Sander.
arxiv 2020. [PDF]
Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation.
Elad Richardson, Yuval Alaluf, Or Patashnik, Yotam Nitzan, Yaniv Azar, Stav Shapiro, Daniel Cohen-Or.
arxiv 2020. [PDF]
Translate the Facial Regions You Like Using Region-Wise Normalization.
Wenshuang Liu, Wenting Chen, Linlin Shen.
arxiv 2020. [PDF]
Unsupervised multi-modal Styled Content Generation.
Omry Sendik, Dani Lischinski, Daniel Cohen-Or.
SIGGRAPH 2020. [PDF] [SIGGRAPH 2020 Papers On The Web]
MichiGAN: Multi-Input-Conditioned Hair Image Generation for Portrait Editing.
Zhentao Tan, Menglei Chai, Dongdong Chen, Jing Liao, Qi Chu, Lu Yuan, Sergey Tulyakov, Nenghai Yu.
SIGGRAPH 2020. [PDF]
DCMIT: Unsupervised Multi-Domain Multimodal Image-to-Image Translation with Explicit Domain-Constrained Disentanglement.
Weihao Xia, Yujiu Yang, Jing-Hao Xue.
Neural Networks 2020. [PDF]
Identity-Preserving Realistic Talking Face Generation.
Sanjana Sinha, Sandika Biswas, Brojeshwar Bhowmick.
IJCNN 2020. [PDF]
Domain Bridge for Unpaired Image-to-Image Translation and Unsupervised Domain Adaptation.
Fabio Pizzati, Raoul de Charette, Michela Zaccaria, Pietro Cerri.
WACV 2020. [PDF]
U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation.
Junho Kim, Minjae Kim, Hyeonwoo Kang, Kwanghee Lee.
ICLR 2020. [PDF] [Official Tensorflow] [Pytorch] [photo2cartoon]
GANILLA: Generative Adversarial Networks for Image to Illustration Translation.
Samet Hicsonmez, Nermin Samet, Emre Akbas, Pinar Duygulu.
Image and Vision Computing 2020. [PDF] [Github]
Image-to-Image Translation with Text Guidance.
Bowen Li, Xiaojuan Qi, Philip H. S. Torr, Thomas Lukasiewicz.
arxiv 2020. [PDF]
CLADE: Rethinking Spatially-Adaptive Normalization.
Zhentao Tan, Dongdong Chen, Qi Chu, Menglei Chai, Jing Liao, Mingming He, Lu Yuan, Nenghai Yu.
arxiv 2020. [PDF]
Unpaired Photo-to-manga Translation Based on The Methodology of Manga Drawing.
Hao Su, Jianwei Niu, Xuefeng Liu, Qingfeng Li, Jiahe Cui, Ji Wan.
arxiv 2020. [PDF]
TriGAN: Image-to-Image Translation for Multi-Source Domain Adaptation.
Subhankar Roy, Aliaksandr Siarohin, Enver Sangineto, Nicu Sebe, Elisa Ricci.
arxiv 2020. [PDF]
Multi-Channel Attention Selection GANs for Guided Image-to-Image Translation.
Hao Tang, Dan Xu, Yan Yan, Jason J. Corso, Philip H.S. Torr, Nicu Sebastie.
arxiv 2020. (An extended version of SelectionGAN published in CVPR2019)
[PDF]
[Githtub]
CDGAN: Cyclic Discriminative Generative Adversarial Networks for Image-to-Image Transformation.
Kancharagunta Kishan Babu, Shiv Ram Dubey.
arxiv 2020. [PDF]
Toward Zero-Shot Unsupervised Image-to-Image Translation.
Yuanqi Chen, Xiaoming Yu, Shan Liu, Ge Li.
arxiv 2020. [PDF]
Improving Style-Content Disentanglement in Image-to-Image Translation.
Aviv Gabbay, Yedid Hoshen.
arxiv 2020. [PDF] [Project]
MCMI: Multi-Cycle Image Translation with Mutual Information Constraints.
Xiang Xu, Megha Nawhal, Greg Mori, Manolis Savva.
arixv 2020. [PDF]
Future Urban Scenes Generation Through Vehicles Synthesis.
Alessandro Simoni, Luca Bergamini, Andrea Palazzi, Simone Calderara, Rita Cucchiara.
arxiv 2020. [PDF]
Analogical Image Translation for Fog Generation.
Rui Gong, Dengxin Dai, Yuhua Chen, Wen Li, Luc Van Gool.
arxiv 2020. [PDF]
MatchGAN: A Self-Supervised Semi-Supervised Conditional Generative Adversarial Network.
Jiaze Sun, Binod Bhattarai, Tae-Kyun Kim.
arxiv 2020. [PDF] [Github]
TUNIT: Rethinking the Truly Unsupervised Image-to-Image Translation.
Kyungjune Baek, Yunjey Choi, Youngjung Uh, Jaejun Yoo, Hyunjung Shim.
arxiv 2020. [PDF] [Github]
Recapture as You Want.
Chen Gao, Si Liu, Ran He, Shuicheng Yan, Bo Li.
arxiv 2020. [PDF]
Multi-mapping Image-to-Image Translation via Learning Disentanglement. [PDF]
Xiaoming Yu, Yuanqi Chen, Shan Liu, Thomas Li, Ge Li.
Flow-based Image-to-Image Translation with Feature Disentanglement. [PDF]
Ruho Kondo, Keisuke Kawano, Satoshi Koide, Takuro Kutsuna.
Explicitly Disentangling Image Content From Translation And Rotation With Spatial-VAE. [PDF]
Tristan Bepler, Ellen Zhong, Kotaro Kelley, Edward Brignole, Bonnie Berger.*
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis. [PDF]
Xihui Liu, Guojun Yin, Jing Shao, Xiaogang Wang, Hongsheng Li.
Tex2Shape: Detailed Full Human Body Geometry From a Single Image. [PDF]
Thiemo Alldieck, Gerard Pons-Moll, Christian Theobalt, Marcus Magnor.
Face-to-Parameter Translation for Game Character Auto-Creation. [PDF]
Tianyang Shi, Yi Yuan, Changjie Fan, Zhengxia Zou, Zhenwei Shi, Yong Liu.
Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation to Disease Detection and Localization. [PDF]
Md Mahfuzur Rahman Siddiquee, Zongwei Zhou, Nima Tajbakhsh, Ruibin Feng, Michael B. Gotway, Yoshua Bengio, Jianming Liang.
Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation. [PDF]
Arnab Ghosh, Richard Zhang, Puneet K. Dokania, Oliver Wang, Alexei A. Efros, Philip H. S. Torr, Eli Shechtman.
Deep CG2Real: Synthetic-to-Real Translation via Image Disentanglement. [PDF]
Sai Bi, Kalyan Sunkavalli, Federico Perazzi, Eli Shechtman, Vladimir G. Kim, Ravi Ramamoorthi.
Co-Evolutionary Compression for Unpaired Image Translation. [PDF]
Han Shu, Yunhe Wang, Xu Jia, Kai Han, Hanting Chen, Chunjing Xu, Qi Tian, Chang Xu.
Sym-Parameterized Dynamic Inference for Mixed-Domain Image Translation. [PDF]
Simyung Chang, SeongUk Park, John Yang, Nojun Kwak.
RelGAN: Multi-Domain Image-to-Image Translation via Relative Attributes. [PDF]
Po-Wei Wu, Yu-Jing Lin, Che-Han Chang, Edward Y. Chang, Shih-Wei Liao.
ADSPM: Attribute-Driven Spontaneous Motion in Unpaired Image Translation. [PDF] [Github]
Ruizheng Wu, Xin Tao, Xiaodong Gu, Xiaoyong Shen, Jiaya Jia.
Everybody Dance Now. [PDF]
Caroline Chan, Shiry Ginosar, Tinghui Zhou, Alexei A. Efros.
Multimodal Style Transfer via Graph Cuts. [PDF]
Yulun Zhang, Chen Fang, Yilin Wang, Zhaowen Wang, Zhe Lin, Yun Fu, Jimei Yang.
A Closed-Form Solution to Universal Style Transfer. [PDF]
Ming Lu, Hao Zhao, Anbang Yao, Yurong Chen, Feng Xu, Li Zhang.
Guided Image-to-Image Translation With Bi-Directional Feature Transformation. [PDF]
Badour AlBahar, Jia-Bin Huang.
FUNIT: Few-Shot Unsupervised Image-to-Image Translation. [PDF]
Ming-Yu Liu, Xun Huang, Arun Mallya, Tero Karras, Timo Aila, Jaakko Lehtinen, Jan Kautz.
InGAN: Capturing and Retargeting the "DNA" of a Natural Image. [PDF]
Assaf Shocher, Shai Bagon, Phillip Isola, Michal Irani.
Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis. [PDF]
Wen Liu, Zhixin Piao, Jie Min, Wenhan Luo, Lin Ma, Shenghua Gao.
SMIT: Stochastic Multi-Label Image-to-Image Translation.
Andrés Romero, Pablo Arbeláez, Luc Van Gool, Radu Timofte.
ICCV Workshops 2019. [PDF] [Github]
Latent Filter Scaling for Multimodal Unsupervised Image-To-Image Translation. [PDF]
Yazeed Alharbi, Neil Smith, Peter Wonka.
Attention-Aware Multi-Stroke Style Transfer. [PDF]
Yuan Yao, Jianqiang Ren, Xuansong Xie, Weidong Liu, Yong-Jin Liu, Jun Wang.
Textured Neural Avatars. [PDF]
Aliaksandra Shysheya, Egor Zakharov, Kara-Ali Aliev, Renat Bashirov, Egor Burkov, Karim Iskakov, Aleksei Ivakhnenko, Yury Malkov, Igor Pasechnik, Dmitry Ulyanov, Alexander Vakhitov, Victor Lempitsky.
Homomorphic Latent Space Interpolation for Unpaired Image-To-Image Translation. [PDF] [Github]
Ying-Cong Chen, Xiaogang Xu, Zhuotao Tian, Jiaya Jia.
Multi-Channel Attention Selection GAN With Cascaded Semantic Guidance for Cross-View Image Translation. [PDF]
Hao Tang, Dan Xu, Nicu Sebe, Yanzhi Wang, Jason J. Corso, Yan Yan.
TraVeLGAN: Image-To-Image Translation by Transformation Vector Learning. [PDF]
Matthew Amodio, Smita Krishnaswamy.
ReversibleGANs for Memory-Efficient ImageTo Image Translation. [PDF]
Tycho F.A. van der Ouderaa, Daniel E. Worrall.
Image-To-Image Translation via Group-Wise Deep Whitening-And-Coloring Transformation. [PDF] [Github]
Wonwoong Cho, Sungha Choi, David Keetae Park, Inkyu Shin, Jaegul Choo.
Towards Visual Feature Translation. [PDF]
Jie Hu, Rongrong Ji, Hong Liu, Shengchuan Zhang, Cheng Deng, Qi Tian.
Towards Instance-Level Image-To-Image Translation. [PDF]
Zhiqiang Shen, Mingyang Huang, Jianping Shi, Xiangyang Xue, Thomas S. Huang.
Art2Real: Unfolding the Reality of_Artworks via Semantically-Aware Image-To-Image Translation. [PDF]
Matteo Tomei, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara.
TransGaGa：Geometry-Aware Unsupervised Image To Image Translation. [PDF] [arxiv] [project]
Wayne Wu, Kaidi Cao, Cheng Li, Chen Qian, Chen Change Loy.
Diversity-Sensitive Conditional Generative Adversarial Networks.[PDF]
Dingdong Yang, Seunghoon Hong, Yunseok Jang, Tianchen Zhao, Honglak Lee.
InstaGAN: Instance-aware Image-to-Image Translation. [PDF] [Github]
Sangwoo Mo, Minsu Cho, Jinwoo Shin.
Harmonic Unpaired Image-to-image Translation. [PDF]
Rui Zhang, Tomas Pfister, Jia Li.
Local Image-to-Image Translation via Pixel-wise Highway Adaptive Instance Normalization. [PDF]
Wonwoong Cho, Seunghwan Choi, Junwoo Park, David Keetae Park, Tao Qin, Jaegul Choo.
EG-UNIT: Exemplar Guided Unsupervised Image-to-Image Translation with Semantic Consistency. [PDF]
Liqian Ma, Xu Jia, Stamatios Georgoulis, Tinne Tuytelaars, Luc Van Gool.
Unsupervised one-to-many image translation. [PDF]
Samuel Lavoie-Marchildon, Sebastien Lachapelle, Mikołaj Bińkowski, Aaron Courville, Yoshua Bengio, R Devon Hjelm.
Unsupervised Image to Sequence Translation with Canvas-Drawer Networks. [PDF]
Kevin Frans, Chin-Yi Cheng.
Unsupervised Video-to-Video Translation. [PDF]
Dina Bashkirova, Ben Usman, Kate Saenko.
Exploiting Time-Series Image-to-Image Translation to Expand the Range of Wildlife Habitat Analysis. [PDF]
Ruobing Zheng, Ze Luo, Baoping Yan.
Controllable Image-to-Video Translation: A Case Study on Facial Expression Generation. [PDF]
Lijie Fan, Wenbing Huang, Chuang Gan, Junzhou Huang, Boqing Gong.
OT-CycleGAN: Guiding the One-to-one Mapping in CycleGAN via Optimal Transport. [PDF]
Guansong Lu, Zhiming Zhou, Yuxuan Song, Kan Ren, Yong Yu.
DosGAN: Exploring Explicit Domain Supervision for Latent Space Disentanglement in Unpaired Image-to-Image Translation.
Jianxin Lin, Zhibo Chen, Yingce Xia, Sen Liu, Tao Qin, Jiebo Luo.
TPAMI 2019. [PDF] [Github]
DRIT++: Diverse Image-to-Image Translation via Disentangled Representations.
Hsin-Ying Lee, Hung-Yu Tseng, Qi Mao, Jia-Bin Huang, Yu-Ding Lu, Maneesh Singh, Ming-Hsuan Yang.
IJCV 2019. [PDF] [Project] [Github]
Masked Linear Regression for Learning Local Receptive Fields for Facial Expression Synthesis.
Nazar Khan, Arbish Akram, Arif Mahmood, Sania Ashraf, Kashif Murtaza.
IJCV 2019. [PDF] [Github]
Show, Attend and Translate: Unsupervised Image Translation with Self-Regularization and Attention.
Chao Yang, Taehwan Kim, Ruizhe Wang, Hao Peng, C.-C. Jay Kuo.
TIP 2019. [PDF]
AttGAN: Facial Attribute Editing by Only Changing What You Want.
Zhenliang He, Wangmeng Zuo, Meina Kan, Shiguang Shan, Xilin Chen.
TIP 2019. [PDF] [Github]
VR Facial Animation via Multiview Image Translation.
Shih-En Wei, Jason Saragih, Tomas Simon, Adam W. Harley, Stephen Lombardi, Michal Perdoch, Alexander Hypes, Dawei Wang, Hernan Badino, Yaser Sheikh.
SIGGRAPH 2019. [PDF]
Stylizing Video by Example.
Ondřej Jamriška, Šárka Sochorová, Ondřej Texler, Michal Lukáč, Jakub Fišer, Jingwan Lu, Eli Shechtman, Daniel Sýkora.
SIGGRAPH 2019. [PDF]
VR Facial Animation via Multiview Image Translation.
Shih-En Wei, Jason Saragih, Tomas Simon, Adam W. Harley, Stephen Lombardi, Michal Perdoch, Alexander Hypes, Dawei Wang, Hernan Badino, Yaser Sheikh.
SIGGRAPH 2019. [PDF]
C2-GAN: Cycle In Cycle Generative Adversarial Networks for Keypoint-Guided Image Generation.
Hao Tang, Dan Xu, Gaowen Liu, Wei Wang, Nicu Sebe, Yan Yan.
ACM MM 2019. [PDF] [Project] [Github]
Towards Automatic Face-to-Face Translation.
Prajwal Renukanand, Rudrabha Mukhopadhyay, Jerin Philip, Abhishek Jha, Vinay Namboodiri and C.V. Jawahar.
ACM MM 2019. [PDF] [Github] [Project]
Preserving Semantic and Temporal Consistency for Unpaired Video-to-Video Translation.
Kwanyong Park, Sanghyun Woo, Dahun Kim, Donghyeon Cho, In So Kweon.
ACM MM 2019. [PDF]
Mocycle-GAN: Unpaired Video-to-Video Translation.
Yang Chen, Yingwei Pan, Ting Yao, Xinmei Tian, Tao Mei.
ACM MM 2019. [PDF]
Deliberation Learning for Image-to-Image Translation.
Tianyu He, Yingce Xia, Jianxin Lin, Xu Tan, Di He, Tao Qin, Zhibo Chen.
IJCAI 2019. [PDF]
RL-GAN: Transfer Learning for Related Reinforcement Learning Tasks via Image-to-Image Translation.
Shani Gamrian, Yoav Goldberg.
ICML 2019. [accepted paper list] [PDF] [Supplementary PDF] [Github]
CartoonRenderer: An Instance-based Multi-Style Cartoon Image Translator.
Yugang Chen, Muchun Chen, Chaoyue Song, Bingbing Ni.
International Conference on Multimedia Modeling (MMM2020). [PDF]
AttentionGAN: Attention-Guided Generative Adversarial Networks for Unsupervised Image-to-Image Translation.
Hao Tang, Dan Xu, Nicu Sebe, Yan Yan.
IJCNN 2019. [Github]
Image-to-Image Translation with Multi-Path Consistency Regularization.
Jianxin Lin, Yingce Xia, Yijun Wang, Tao Qin, Zhibo Chen.
IJCAI 2019. [PDF]
CrossNet: Latent Cross-Consistency for Unpaired Image Translation.
Omry Sendik, Dani Lischinski, Daniel Cohen-Or.
WACV, 2020. [PDF]
DeepHist: Differentiable Joint and Color Histogram Layers for Image-to-Image Translation.
Mor Avi-Aharon, Assaf Arbelle, Tammy Riklin Raviv.
arxiv 2019. [PDF]
Asymmetric Generative Adversarial Networks for Image-to-Image Translation.
Hao Tang, Dan Xu, Hong Liu, Nicu Sebe.
arxiv 2019 (ACCV 2018 Extension) [PDF] [GitHub]
PPN2V: Fully Unsupervised Probabilistic Noise2Void.
Mangal Prakash, Manan Lalit, Pavel Tomancak, Alexander Krull, Florian Jug.
arxiv 2019. [PDF] [GitHub] [MPI-CBG: Max-Planck Institute of Molecular Cell Biology and Genetics]
Cross-Domain Cascaded Deep Feature Translation.
Oren Katzir, Dani Lischinski, Daniel Cohen-Or.
arxiv 2019. [PDF]
Implicit Pairs for Boosting Unpaired Image-to-Image Translation.
Yiftach Ginger, Dov Danon, Hadar Averbuch-Elor, Daniel Cohen-Or.
arxiv 2019. [PDF]
PN2V:Probabilistic Noise2Void: Unsupervised Content-Aware Denoising.
Alexander Krull, Tomas Vicar, Florian Jug.
arxiv, 3 Jun 2019. [PDF] [Github]
Unpaired Image Translation via Adaptive Convolution-based Normalization.
Wonwoong Cho, Kangyeol Kim, Eungyeup Kim, Hyunwoo J. Kim, Jaegul Choo.
arxiv 2019. [PDF]
EDIT: Exemplar-Domain Aware Image-to-Image Translation.
Yuanbin Fu, Jiayi Ma, Lin Ma, Xiaojie Guo.
arxiv 2019. [PDF] [GitHub]
injectionGAN: Toward Learning a Unified Many-to-Many Mapping for Diverse Image Translation.
Wenju Xu, Shawn Keshmiri, Guanghui Wang.
arxiv 2019. [PDF]
AGUIT: Attribute Guided Unpaired Image-to-Image Translation with Semi-supervised Learning.
Xinyang Li, Jie Hu, Shengchuan Zhang, Xiaopeng Hong, Qixiang Ye, Chenglin Wu, Rongrong Ji.
arxiv 2019. [PDF] [Github]
Image to Image Translation for Domain Adaptation..
Zak Murez, Soheil Kolouri, David Kriegman, Ravi Ramamoorthi, Kyungnam Kim..
CVPR 2018. [PDF]
StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation.
Yunjey Choi, Minje Choi, Munyoung Kim, Jung-Woo Ha, Sunghun Kim, Jaegul Choo.
CVPR 2018. [Github] [PDF]
UNIT: Unsupervised Image-to-Image Translation Networks.
Ming-Yu Liu, Thomas Breuel, Jan Kautz.
NIPS 2017. [PDF] [Github]
DTN: Unsupervised Cross-Domain Image Generation.
Yaniv Taigman, Adam Polyak, Lior Wolf.
arxiv 2016. [PDF] [Github]
Fader Networks: Manipulating Images by Sliding Attributes.
Guillaume Lample, Neil Zeghidour, Nicolas Usunier, Antoine Bordes, Ludovic Denoyer, Marc'Aurelio Ranzato.
NIPS 2017. [Github] [PDF]
IcGAN: Invertible Conditional GANs for Image Editing.
Guim Perarnau, Joost van de Weijer, Bogdan Raducanu, Jose M. Álvarez.
NIPS 2016 Workshop on Adversarial Training. [Github] [PDF]
GeneGAN: Learning Object Transfiguration and Attribute Subspace from Unpaired Data.
Shuchang Zhou, Taihong Xiao, Yi Yang, Dieqiao Feng, Qinyao He, Weiran He.
BMVC 2017. [Github] [PDF]
Face-Age-cGAN: Face Aging With Conditional Generative Adversarial Networks.
Grigory Antipov, Moez Baccouche, Jean-Luc Dugelay.
ICIP 2017. [PDF]
DualGAN: Unsupervised Dual Learning for Image-to-Image Translation.
Zili Yi, Hao Zhang, Ping Tan, Minglun Gong.
ICCV 2017. [Github] [PDF]
DiscoGAN: Learning to Discover Cross-Domain Relations with Generative Adversarial Networks.
Taeksoo Kim, Moonsu Cha, Hyunsoo Kim, Jung Kwon Lee, Jiwon Kim.
ICML 2017. [Github] [PDF]
CycleGAN: Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks.
Jun-Yan Zhu, Taesung Park, Phillip Isola, Alexei A. Efros.
ICCV 2017. [Project] [Github] [pytorch-CycleGAN-and-pix2pix] [PDF]
BicycleGAN: Toward Multimodal Image-to-Image Translation.
Jun-Yan Zhu, Richard Zhang, Deepak Pathak, Trevor Darrell, Alexei A. Efros, Oliver Wang, Eli Shechtman.
NIPS 2017. [PDF] [Project] [Github] [TensorFlow]
pix2pix: Image-to-Image Translation with Conditional Adversarial Networks.
Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, Alexei A. Efros.
CVPR 2017. [Project] [Github] [PDF]
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