Generative Image Modeling using Style and Structure Adversarial Networks

17 March 2016

Papers citing "Generative Image Modeling using Style and Structure Adversarial Networks"

50 / 87 papers shown

Title
Theoretical Insights into CycleGAN: Analyzing Approximation and Estimation Errors in Unpaired Data Generation Luwei Sun Dongrui Shen Han Feng 40 2 0 16 Jul 2024
BioGAN: An unpaired GAN-based image to image translation model for microbiological images Saber Mirzaee Bafti C. Ang G. Marcelli M. Hossain Sadiya Maxamhud A. Tsaousis MedIm 29 1 0 09 Jun 2023
Likelihood-Based Generative Radiance Field with Latent Space Energy-Based Model for 3D-Aware Disentangled Image Representation Y. Zhu Jianwen Xie Ping Li MedIm 25 4 0 16 Apr 2023
A Systematic Evaluation and Benchmark for Embedding-Aware Generative Models: Features, Models, and Any-shot Scenarios Liangjun Feng Jiancheng Zhao Chunhui Zhao VLM 29 0 0 08 Feb 2023
Can segmentation models be trained with fully synthetically generated data? Virginia Fernandez W. H. Pinaya Pedro Borges Petru-Daniel Tudosiu M. Graham Tom Kamiel Magda Vercauteren M. Jorge Cardoso DiffM MedIm 45 45 0 17 Sep 2022
AR-NeRF: Unsupervised Learning of Depth and Defocus Effects from Natural Images with Aperture Rendering Neural Radiance Fields Takuhiro Kaneko 28 14 0 13 Jun 2022
Recurrent Affine Transformation for Text-to-image Synthesis Senmao Ye Fei Liu Mingkui Tan 22 26 0 22 Apr 2022
CoordGAN: Self-Supervised Dense Correspondences Emerge from GANs Jiteng Mu Shalini De Mello Zhiding Yu Nuno Vasconcelos Xinyu Wang Jan Kautz Sifei Liu GAN 27 18 0 30 Mar 2022
Exploring Frequency Adversarial Attacks for Face Forgery Detection Shuai Jia Chao Ma Taiping Yao Bangjie Yin Shouhong Ding Xiaokang Yang AAML 24 62 0 29 Mar 2022
3D-Aware Semantic-Guided Generative Model for Human Synthesis Jichao Zhang E. Sangineto H. Tang Aliaksandr Siarohin Zhun Zhong N. Sebe Wei Wang 3DH 27 35 0 02 Dec 2021
OmiTrans: generative adversarial networks based omics-to-omics translation framework Xiaoyu Zhang Yike Guo MedIm 31 5 0 27 Nov 2021
Compositional Transformers for Scene Generation Drew A. Hudson C. L. Zitnick ViT 34 34 0 17 Nov 2021
Video Autoencoder: self-supervised disentanglement of static 3D structure and motion Zihang Lai Sifei Liu Alexei A. Efros Xiaolong Wang VGen 36 31 0 06 Oct 2021
Unsupervised Learning of Depth and Depth-of-Field Effect from Natural Images with Aperture Rendering Generative Adversarial Networks Takuhiro Kaneko GAN 36 5 0 24 Jun 2021
Learned Spatial Representations for Few-shot Talking-Head Synthesis Moustafa Meshry Saksham Suri Larry S. Davis Abhinav Shrivastava 21 42 0 29 Apr 2021
LatentKeypointGAN: Controlling GANs via Latent Keypoints Xingzhe He Bastian Wandt Helge Rhodin GAN 30 6 0 29 Mar 2021
Density-aware Haze Image Synthesis by Self-Supervised Content-Style Disentanglement Chi Zhang Zihang Lin Liheng Xu Zongliang Li Wei Tang Yuehu Liu Gaofeng Meng Le Wang Li Li 18 19 0 11 Mar 2021
MOGAN: Morphologic-structure-aware Generative Learning from a Single Image Jinshu Chen Qihui Xu Q. Kang Mengchu Zhou GAN 24 16 0 04 Mar 2021
Conditional Generative Adversarial Networks for Optimal Path Planning Nachuan Ma Jiankun Wang Max Q.-H. Meng 11 35 0 06 Dec 2020
GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields Michael Niemeyer Andreas Geiger OCL 69 955 0 24 Nov 2020
Cross-View Image Synthesis with Deformable Convolution and Attention Mechanism Hao Ding Songsong Wu H. Tang Fei Wu Guangwei Gao Xiaoyuan Jing GAN 13 8 0 20 Jul 2020
GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis Katja Schwarz Yiyi Liao Michael Niemeyer Andreas Geiger VGen 66 864 0 05 Jul 2020
Diverse Image Generation via Self-Conditioned GANs Steven Liu Tongzhou Wang David Bau Jun-Yan Zhu Antonio Torralba SyDa 27 107 0 18 Jun 2020
Domain Adaptation with Morphologic Segmentation Jonathan Klein Soren Pirk D. L. Michels 13 0 0 16 Jun 2020
Nested Scale Editing for Conditional Image Synthesis Lingzhi Zhang Jiancong Wang Yinshuang Xu Jie Min Tarmily Wen J. Gee Jianbo Shi DiffM 24 3 0 03 Jun 2020
Deep CG2Real: Synthetic-to-Real Translation via Image Disentanglement Sai Bi Kalyan Sunkavalli Federico Perazzi Eli Shechtman Vladimir G. Kim R. Ramamoorthi GAN 16 31 0 27 Mar 2020
Data-Free Knowledge Amalgamation via Group-Stack Dual-GAN Jingwen Ye Yixin Ji Xinchao Wang Xin Gao Xiuming Zhang 29 53 0 20 Mar 2020
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications Jie Gui Zhenan Sun Yonggang Wen Dacheng Tao Jieping Ye EGVM 26 818 0 20 Jan 2020
Variational Mixture-of-Experts Autoencoders for Multi-Modal Deep Generative Models Yuge Shi Siddharth Narayanaswamy Brooks Paige Philip H. S. Torr DRL 19 266 0 08 Nov 2019
Artistic Glyph Image Synthesis via One-Stage Few-Shot Learning Yue Gao Yuan Guo Zheng Lian Yingmin Tang Jianguo Xiao GAN 38 100 0 11 Oct 2019
Conditional Transferring Features: Scaling GANs to Thousands of Classes with 30% Less High-quality Data for Training Chunpeng Wu W. Wen Yiran Chen H. Li GAN 22 2 0 25 Sep 2019
Towards Learning a Self-inverse Network for Bidirectional Image-to-image Translation ZENGMING SHEN Yifan Chen S. Kevin Zhou Bogdan Georgescu Xuqi Liu Thomas S. Huang SSL MedIm 16 1 0 09 Sep 2019
SPA-GAN: Spatial Attention GAN for Image-to-Image Translation H. Emami Majid Moradi Aliabadi Ming Dong R. Chinnam GAN 23 168 0 19 Aug 2019
Style Generator Inversion for Image Enhancement and Animation Aviv Gabbay Yedid Hoshen 11 17 0 05 Jun 2019
Toward Learning a Unified Many-to-Many Mapping for Diverse Image Translation Wenju Xu Shawn Keshmiri Guanghui Wang GAN 33 53 0 21 May 2019
SinGAN: Learning a Generative Model from a Single Natural Image Tamar Rott Shaham Tali Dekel T. Michaeli GAN VLM 29 832 0 02 May 2019
Translate-to-Recognize Networks for RGB-D Scene Recognition Dapeng Du Limin Wang Huiling Wang Kai Zhao Gangshan Wu 19 48 0 28 Apr 2019
Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation Hao Tang Dan Xu N. Sebe Yanzhi Wang Jason J. Corso Yan Yan 45 205 0 15 Apr 2019
Points2Pix: 3D Point-Cloud to Image Translation using conditional Generative Adversarial Networks Stefan Milz Martin Simon Kai Fischer Maximilian Pöpperl 3DPC 18 11 0 26 Jan 2019
Diverse Image Synthesis from Semantic Layouts via Conditional IMLE Ke Li Tianhao Zhang Jitendra Malik DiffM 170 84 0 29 Nov 2018
Selective Feature Connection Mechanism: Concatenating Multi-layer CNN Features with a Feature Selector Chen Du Chunheng Wang Yanna Wang Cunzhao Shi Baihua Xiao 22 42 0 15 Nov 2018
Style and Content Disentanglement in Generative Adversarial Networks Hadi Kazemi Seyed Mehdi Iranmanesh Nasser M. Nasrabadi GAN DRL 26 69 0 14 Nov 2018
Guiding Intelligent Surveillance System by learning-by-synthesis gaze estimation Tongtong Zhao Yuxiao Yan Jinjia Peng Zetian Mi Xianping Fu 13 7 0 08 Oct 2018
Unsupervised Person Image Synthesis in Arbitrary Poses Albert Pumarola Antonio Agudo Alberto Sanfeliu Francesc Moreno-Noguer GAN 32 167 0 27 Sep 2018
Dialectical GAN for SAR Image Translation: From Sentinel-1 to TerraSAR-X Dongyang Ao C. Dumitru G. Schwarz Mihai Datcu GAN 17 42 0 20 Jul 2018
Show, Attend and Translate: Unsupervised Image Translation with Self-Regularization and Attention Chao Yang Taehwan Kim Ruizhe Wang Hao Peng C.-C. Jay Kuo 28 51 0 16 Jun 2018
Learning to Generate Facial Depth Maps S. Pini Filippo Grazioli Guido Borghi R. Vezzani Rita Cucchiara CVBM GAN MDE 31 9 0 30 May 2018
Unsupervised Discovery of Object Landmarks as Structural Representations Y. Zhang Yijie Guo Yixin Jin Yijun Luo Zhiyuan He Honglak Lee OCL 33 194 0 12 Apr 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 29 873 0 03 Mar 2018
Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis Seunghoon Hong Dingdong Yang Jongwook Choi Honglak Lee EGVM 26 336 0 16 Jan 2018