High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs

Keywords

Computer science, Discriminator, Generator (circuit theory), Artificial intelligence, Object (grammar)

References

• Very Deep Convolutional Networks for Large-Scale Image RecognitionKaren Simonyan, Andrew Zisserman — 2014
• Fully convolutional networks for semantic segmentationJonathan Long, Evan Shelhamer, Trevor Darrell — 2014
• Sketch2Photo: internet image montageТао Чен, Ming‐Ming Cheng, Ping Tan — 2009
• Generative Adversarial Nets柴田 淳司 — 2014
• The Laplacian Pyramid as a Compact Image CodeP.M.S. Burt, Edward H. Adelson — 1983
• Nonlinear total variation based noise removal algorithmsL. Rudin, Stanley Osher, Emad Fatemi — 1992
• Conditional Generative Adversarial NetsMehdi Mirza, Simon Osindero — 2014
• Photo clip artJean‐François Lalonde, Derek Hoiem, Alexei A. Efros — 2007
• Semantic Photo SynthesisMatthew Johnson, Gabriel Brostow, Jamie Shotton — 2006
• Exemplar-Based Face ParsingBrandon M. Smith, Li Zhang, Jonathan Brandt — 2013
• Deep Residual Learning for Image RecognitionKaiming He, Xiangyu Zhang, Shaoqing Ren — 2015
• Deep multi-scale video prediction beyond mean square errorMichaël Mathieu, Camille Couprie, Yann LeCun — 2015
• Generating Images with Perceptual Similarity Metrics based on Deep NetworksAlexey Dosovitskiy, Thomas Brox — 2016
• Recognising panoramasMark S. Brown, David Lowe — 2003
• The Cityscapes Dataset for Semantic Urban Scene UnderstandingMarius Cordts, Mohamed Omran, Sebastian Ramos — 2016
• Context Encoders: Feature Learning by InpaintingDeepak Pathak, Philipp Krähenbühl, Jeff Donahue — 2016
• Improved Techniques for Training GANsTim Salimans, Ian Goodfellow, Wojciech Zaremba — 2016
• Coupled Generative Adversarial NetworksMing-Yu Liu, Oncel Tuzel — 2016
• Image Style Transfer Using Convolutional Neural NetworksLeon A. Gatys, Alexander S. Ecker, Matthias Bethge — 2016
• Instance Normalization: The Missing Ingredient for Fast StylizationDmitry Ulyanov, Andrea Vedaldi, Victor Lempitsky — 2016

Cited by

• Generative Adversarial Nets柴田 淳司 — 2014
• Perceptual Adversarial Networks for Image-to-Image TransformationChaoyue Wang, Chang Xu, Chaohui Wang — 2017
• Image Inpainting using Multi-Scale Feature Image TranslationYuhang Song, Chao Yang, Zhe Lin — 2017
• High-Resolution Deep Convolutional Generative Adversarial NetworksJ. de Curtò, I. de Zarzà, Fernando De la Torre — 2017
• Conditional Generative Adversarial Networks for Emoji Synthesis with Word Embedding ManipulationDianna Radpour, Vivek Bheda — 2017
• The Contextual Loss for Image Transformation with Non-Aligned DataRoey Mechrez, Itamar Talmi, Lihi Zelnik‐Manor — 2018
• Deep Semantic Face DeblurringZiyi Shen, Wei‐Sheng Lai, Tingfa Xu — 2018
• Attention-GAN for Object Transfiguration in Wild ImagesXinyuan Chen, Chang Xu, Xiaokang Yang — 2018
• Image Inpainting using Block-wise Procedural Training with Annealed Adversarial CounterpartChao Yang, Yuhang Song, Xiaofeng Liu — 2018
• Generative Adversarial Networks for Extreme Learned Image CompressionEirikur Agustsson, Michael Tschannen, Fabian Mentzer — 2018
• A Multi-Discriminator CycleGAN for Unsupervised Non-Parallel Speech Domain AdaptationEhsan Hosseini-Asl, Yingbo Zhou, Caiming Xiong — 2018
• Projection image-to-image translation in hybrid X-ray/MR imagingBernhard Stimpel, Christopher Syben, Tobias Würfl — 2018
• IterGANs: Iterative GANs to Learn and Control 3D Object TransformationYsbrand Galama, Thomas Mensink — 2018
• Human Motion Modeling using DVGANsXiao Lin, Mohamed R. Amer — 2018
• Learning image-to-image translation using paired and unpaired training samplesSoumya Tripathy, Juho Kannala, Esa Rahtu — 2018
• Sparsely Grouped Multi-Task Generative Adversarial Networks for Facial Attribute ManipulationJichao Zhang, Yezhi Shu, Songhua Xu — 2018
• Towards Robust Evaluations of Continual LearningSebastian Farquhar, Yarin Gal — 2018
• DSSLIC: Deep Semantic Segmentation-based Layered Image CompressionMohammad Akbari, Jie Liang, Jingning Han — 2018
• Adversarial Scene Editing: Automatic Object Removal from Weak SupervisionRakshith Shetty, Mario Fritz, Bernt Schiele — 2018
• Data-Driven Visual ForecastingJacob Walker — 2018

Related papers

• A band Mura detection method based on a new generative adversarial networkXie Chen, Zengqiang Zheng, Shengsen Zhang — 2020
• GAN Based State-of-Art Image ColorizationGundla Kavya — 2022
• Stabilizing GAN Training with Multiple Random ProjectionsBehnam Neyshabur, Srinadh Bhojanapalli, Ayan Chakrabarti — 2017
• Unrolled Generative Adversarial NetworksLuke Metz, Ben Poole, David Pfau — 2016
• Saliency detection using adversarial learning networksYong Wu, Zhi Liu, Xiaofei Zhou — 2020
• Info-flow Enhanced GANs for RecommenderYuan Lin, Zhang Xie, Bo Xu — 2021
• A Consideration on Ternary Adversarial Generative NetworksKennichi Nakamura, Hiroki Nakahara — 2023