weihaox / Awesome Image Translation
Projects that are alternatives of or similar to Awesome Image Translation
awesome image-to-image translation papers
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.
Contributing
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!
markdown format:
**Here is the Paper Name.**<br>
*[Author 1](homepage), Author 2, and Author 3.*<br>
Conference or Journal Year. [[PDF](link)] [[Project](link)] [[Github](link)] [[Video](link)] [[Data](link)]
Table of Contents
2021
CVPR 2021
DivCo: Diverse Conditional Image Synthesis via Contrastive Generative Adversarial Network.[PDF] [GitHub]
Rui Liu, Yixiao Ge, Ching Lam Choi, Xiaogang Wang, Hongsheng Li.
(oral) CoMoGAN: Continuous Model-guided Image-to-image Translation.[PDF] [GitHub]
Fabio Pizzati, Pietro Cerri, Raoul de Charette.
PISE: Person Image Synthesis and Editing with Decoupled GAN.[PDF] [Project] [Github]
Jinsong Zhang, Kun Li, Yu-Kun Lai, Jingyu Yang.
ASAPNet: Spatially-Adaptive Pixelwise Networks for Fast Image Translation.[PDF] [Project]
Tamar Rott Shaham, Michael Gharbi, Richard Zhang, Eli Shechtman, Tomer Michaeli.
Image-to-image Translation via Hierarchical Style Disentanglement.[PDF] [Github]
Xinyang Li, Shengchuan Zhang, Jie Hu, Liujuan Cao, Xiaopeng Hong, Xudong Mao, Feiyue Huang, Yongjian Wu, Rongrong Ji.
Teachers Do More Than Teach: Compressing Image-to-Image Models.[PDF]
Qing Jin, Jian Ren, Oliver J. Woodford, Jiazhuo Wang, Geng Yuan, Yanzhi Wang, Sergey Tulyakov.
ICLR 2021
DINO: A Conditional Energy-Based GAN for Domain Translation.[PDF]
Konstantinos Vougioukas, Stavros Petridis, Maja Pantic.
Enjoy Your Editing: Controllable GANs for Image Editing via Latent Space Navigation.[PDF]
Peiye Zhuang, Oluwasanmi Koyejo, Alexander G. Schwing.
Others
iFlowGAN: An Invertible Flow-based Generative Adversarial Network For Unsupervised Image-to-Image Translation.
Longquan Dai, Jinhui Tang.
TPAMI 2021. [PDF]
Complementary, Heterogeneous and Adversarial Networks for Image-to-Image Translation.
Fei Gao, Xingxin Xu, Jun Yu, Meimei Shang, Xiang Li, and Dacheng Tao.
TIP 2021. [PDF] [Project]
SAM: Only a Matter of Style-Age Transformation Using a Style-Based Regression Model.
Yuval Alaluf, Or Patashnik, Daniel Cohen-Or.
arxiv 2021. [PDF] [Github]
A Novel Application of Image-to-Image Translation: Chromosome Straightening Framework by Learning from a Single Image.
Sifan Song, Daiyun Huang, Yalun Hu, Chunxiao Yang, Jia Meng, Fei Ma, Jiaming Zhang, Jionglong Su.
arxiv 2021. [PDF]
Image-to-Image Translation: Methods and Applications.
Yingxue Pang, Jianxin Lin, Tao Qin, Zhibo Chen.
arxiv 2021. [PDF]
Multi-Domain Image-to-Image Translation with Adaptive Inference Graph.
The-Phuc Nguyen, Stéphane Lathuilière, Elisa Ricci.
ICPR 2021. [PDF]
Attention-Based Spatial Guidance for Image-to-Image Translation.
Yu Lin, Yigong Wang, Yifan Li, Yang Gao, Zhuoyi Wang, Latifur Khan.
WACV 2021. [PDF]
2020
ECCV 2020
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] [Github] [Supplement]
Yuan Xue, Zihan Zhou, Xiaolei Huang.
ForkGAN: Seeing into the Rainy Night.[PDF]
Ziqiang Zheng, Yang Wu, Xinran Han, Jianbo Shi.
CVPR 2020
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] [Github] [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.
AAAI 2020
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.
Others 2020
BalaGAN: Image Translation Between Imbalanced Domains via Cross-Modal Transfer.
Or Patashnik, Dov Danon, Hao Zhang, Daniel Cohen-Or.
arxiv 2020. [PDF]
Lipschitz Regularized CycleGAN for Improving Semantic Robustness in Unpaired Image-to-image Translation.
Zhiwei Jia, Bodi Yuan, Kangkang Wang, Hong Wu, David Clifford, Zhiqiang Yuan, Hao Su.
arxiv 2020. [PDF]
Full-Resolution Correspondence Learning for Image Translation.
Xingran Zhou, Bo Zhang, Ting Zhang, Pan Zhang, Jianmin Bao, Dong Chen, Zhongfei Zhang, Fang Wen.
arxiv 2020. [PDF]
RF-GAN: A Light and Reconfigurable Network for Unpaired Image-to-Image Translation.
Ali Koksal, Shijian Lu.
ACCV 2020. [PDF]
Frequency Domain Image Translation: More Photo-realistic, Better Identity-preserving.
Mu Cai, Hong Zhang, Huijuan Huang, Qichuan Geng, Gao Huang.
arxiv 2020. [PDF]
Unpaired Image-to-Image Translation via Latent Energy Transport.
Yang Zhao, Changyou Chen.
arxiv 2020. [PDF]
fairfaceGAN: Fairness-aware Facial Image-to-Image Translation.
Sunhee Hwang, Sungho Park, Dohyung Kim, Mirae Do, Hyeran Byun.
BMVC 2020. [PDF]
Network-to-Network Translation with Conditional Invertible Neural Networks.
Robin Rombach, Patrick Esser, Björn Ommer.
NeurIPS 2020. [PDF] [Github] [Project]
Online Exemplar Fine-Tuning for Image-to-Image Translation.
Taewon Kang, Soohyun Kim, Sunwoo Kim, Seungryong Kim.
arxiv 2020. [PDF]
Stylized Neural Painting.
Zhengxia Zou, Tianyang Shi, Shuang Qiu, Yi Yuan, Zhenwei Shi.
arxiv 2020. [PDF] [Project] [Github]
Liquid Warping GAN with Attention: A Unified Framework for Human Image Synthesis.
Wen Liu, Zhixin Piao, Zhi Tu, Wenhan Luo, Lin Ma, Shenghua Gao.
arxiv 2020. [PDF]
DCN: Zero-Pair Image to Image Translation using Domain Conditional Normalization.
Samarth Shukla, Andrés Romero, Luc Van Gool, Radu Timofte.
WACV 2021. [PDF] [Project]
Pixel-based Facial Expression Synthesis.
Arbish Akram and Nazar Khan.
arxiv 2020. [PDF]
SAVI2I: Continuous and Diverse Image-to-Image Translation via Signed Attribute Vectors.
Qi Mao, Hsin-Ying Lee, Hung-Yu Tseng, Jia-Bin Huang, Siwei Ma, Ming-Hsuan Yang.
arxiv 2020. [PDF] [Project] [Github]
Exploring Generative Adversarial Networks for Image-to-Image Translation in STEM Simulation.
Nick Lawrence, Mingren Shen, Ruiqi Yin, Cloris Feng, Dane Morgan.
arxiv 2020. [PDF] [Github]
Cross-Granularity Learning for Multi-Domain Image-to-Image Translation.
Huiyuan Fu, Ting Yu, Xin Wang, Huadong Ma.
ACM MM 2020. [PDF]
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] [Github]
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] [Morph UGATIT]
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]
2019
NeurIPS 2019
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.
ICCV 2019
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]
CVPR 2019
CollaGAN : Collaborative GAN for Missing Image Data Imputation.
Dongwook Lee, Junyoung Kim, Won-Jin Moon, Jong Chul Ye.
CVPR 2019. [PDF]
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]
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License
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