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.
CUT: 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][Github]
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][Project]
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.
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.
SEMIT: 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.
Retrieval Guided Unsupervised Multi-domain Image-to-Image Translation. [PDF]
Raul Gomez, Yahui Liu, Marco De Nadai, Dimosthenis Karatzas, Bruno Lepri, Nicu Sebe.
Cross-Granularity Learning for Multi-Domain Image-to-Image Translation. [PDF]
Huiyuan Fu, Ting Yu, Xin Wang, Huadong Ma.
Describe What to Change: A Text-guided Unsupervised Image-to-Image Translation Approach. [PDF]
Yahui Liu, Marco De Nadai, Deng Cai, Huayang Li, Xavier Alameda-Pineda, Nicu Sebe, Bruno Lepri.
DAGAN: Dual Attention GANs for Semantic Image Synthesis. [PDF] [Github]
Hao Tang, Song Bai, Nicu Sebe.
From Design Draft to Real Attire: Unaligned Fashion Image Translation. [PDF] [Project]
Yu Han, Shuai Yang, Wenjing Wang, Jiaying Liu.
Homomorphic Interpolation Network for Unpaired Image-to-image Translation.
Ying-Cong Chen, Jiaya Jia.
TPAMI 2020. [PDF]
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]
Unsupervised multi-modal Styled Content Generation.
Omry Sendik, Dani Lischinski, Daniel Cohen-Or.
TOG 2020. [PDF] [TOG 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.
TOG 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]
GANILLA: Generative Adversarial Networks for Image to Illustration Translation.
Samet Hicsonmez, Nermin Samet, Emre Akbas, Pinar Duygulu.
Image and Vision Computing 2020. [PDF] [Github]
Unsupervised Image-to-Image Translation Via Pre-trained StyleGAN2 Network.
Jialu Huang, Jing Liao, Sam Kwong.
arxiv 2020. [PDF] [Github]
The Surprising Effectiveness of Linear Unsupervised Image-to-Image Translation.
Eitan Richardson, Yair Weiss.
arxiv 2020. [PDF] [Github]
MatchGAN: A Self-Supervised Semi-Supervised Conditional Generative Adversarial Network.
Jiaze Sun, Binod Bhattarai, Tae-Kyun Kim.
ACCV 2020. [PDF] [Github]
RF-GAN: A Light and Reconfigurable Network for Unpaired Image-to-Image Translation.
Ali Koksal, Shijian Lu.
ACCV 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]
Semantically Adaptive Image-to-image Translation for Domain Adaptation of Semantic Segmentation.
Luigi Musto, Andrea Zinelli.
BMVC 2020. [PDF]
Future Urban Scenes Generation Through Vehicles Synthesis.
Alessandro Simoni, Luca Bergamini, Andrea Palazzi, Simone Calderara, Rita Cucchiara.
ICPR 2020. [PDF] [Github]
Augmented Cyclic Consistency Regularization for Unpaired Image-to-Image Translation.
Takehiko Ohkawa, Naoto Inoue, Hirokatsu Kataoka, Nakamasa Inoue.
ICPR 2020. [PDF]
Pixel-based Facial Expression Synthesis.
Arbish Akram and Nazar Khan.
ICPR 2020. [PDF]
DeepI2I: Enabling Deep Hierarchical Image-to-Image Translation by Transferring from GANs.
yaxing wang, Lu Yu, Joost van de Weijer.
NeurIPS 2020. [PDF] [Github]
GAIT: Gradient Adjusted Unsupervised Image-to-Image Translation.
Ibrahim Batuhan Akkaya, Ugur Halici.
ICIP 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]