CycleGAN swMATH ID: 28302 Software Authors: Jun-Yan Zhu, Taesung Park, Tongzhou Wang Description: CycleGAN and pix2pix in PyTorch. We provide PyTorch implementations for both unpaired and paired image-to-image translation. The code was written by Jun-Yan Zhu and Taesung Park, and supported by Tongzhou Wang. This PyTorch implementation produces results comparable to or better than our original Torch software. If you would like to reproduce the same results as in the papers, check out the original CycleGAN Torch and pix2pix Torch code. Homepage: https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix Source Code: https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix Dependencies: PyTorch Related Software: pix2pix; Wasserstein GAN; Adam; U-Net; ImageNet; StyleGAN; GitHub; TensorFlow; AlexNet; PyTorch; PASCAL VOC; BigGAN; CIFAR; MS-COCO; BERT; SeqGAN; CyCADA; Faster R-CNN; StarGAN; StackGAN Cited in: 68 Publications all top 5 Cited by 249 Authors 3 Zabaras, Nicholas J. 2 Benaim, Sagie 2 Fang, Fangxin 2 Galanti, Tomer 2 Hou, Jiagen 2 Jiang, Lingyun 2 Mukerji, Tapan 2 Navon, Ionel Michael 2 Pain, Christopher C. 2 Song, Suihong 2 Wolf, Lior 2 Yan, Bin 2 Zhu, Yinhao 1 Akata, Zeynep 1 Almansa, Andrés 1 Amerini, Irene 1 An, Wei 1 Anagnostopoulos, Aris 1 Anirudh, Rushil 1 Azevedo, Leonardo 1 Balduzzi, David 1 Bang, Duhyeon 1 Baskerville, Nicholas P. 1 Benny, Yaniv 1 Blunt, Martin J. 1 Bremer, Peer-Timo 1 Cai, Ailong 1 Canchumuni, Smith W. A. 1 Castro, Jose D. B. 1 Çelik, Gaffari 1 Celsi, Lorenzo Ricciardi 1 Chen, Honggang 1 Chen, Jian 1 Chen, Songcan 1 Chen, Xuejin 1 Chen, Yunfang 1 Chen, Zixuan 1 Cheng, Qimin 1 Cheng, Xin 1 Chidlovskii, Boris 1 Chrysos, Grigorios G. 1 Chung, Tsz Shun Eric 1 Clouteau, Didier 1 Clum, Charles 1 Csurka, Gabriela 1 Cui, Li 1 Darve, Eric 1 Demanet, Laurent 1 Ding, Mingyue 1 Dubrule, Olivier 1 Durlofsky, Louis J. 1 Dutta, Anjan 1 E, Weinan 1 Effland, Alexander 1 Emerick, Alexandre Anozé 1 Everett, Rebecca A. 1 Faccio, Daniele 1 Fan, Aoxiang 1 Fan, Jinlong 1 Feng, Junxi 1 Flores, Kevin B. 1 Foerster, Jakob N. 1 Fu, Kun 1 Gallinari, Patrick 1 Gao, Chongzhi 1 Gao, Yi 1 Gatti, Filippo 1 Gavranović, Bruno 1 Glaws, Andrew 1 Gong, Lihua 1 Gousseau, Yann 1 Graepel, Thore 1 Gu, Xianfeng David 1 Gui, Qiuling 1 Guo, Shaoyan 1 Hai, Jinjin 1 Han, Jungong 1 Hassanaly, Malik 1 He, Xiaohai 1 Henscheid, Nick 1 Hou, Thomas Yizhao 1 Hou, Wenguang 1 Hu, Siyu 1 Jain, Niharika 1 Jiang, Junjun 1 Jiang, Linzhi 1 Jiang, Xingyu 1 Jung, Chanyong 1 Kailkhura, Bhavya 1 Kambhampati, Subbarao 1 Kang, Seoungyoon 1 Karniadakis, George Em 1 Keating, Jonathan Peter 1 Ki, Hyungson 1 Kim, Hyojin 1 Kim, Jeongsol 1 Kim, Jooha 1 Kim, Junhyuk 1 King, Ryan N. 1 Kirchmeyer, Matthieu ...and 149 more Authors all top 5 Cited in 31 Serials 11 International Journal of Computer Vision 5 Computer Methods in Applied Mechanics and Engineering 5 Journal of Computational Physics 3 Physica A 3 Information Sciences 3 Computer Aided Geometric Design 3 Computational Geosciences 3 Journal of Machine Learning Research (JMLR) 3 Mathematical Biosciences and Engineering 2 Journal of Fluid Mechanics 2 Computational & Mathematical Methods in Medicine 2 SIAM Journal on Imaging Sciences 2 Foundations and Trends in Computer Graphics and Vision 2 Mathematical Geosciences 2 Research in the Mathematical Sciences 1 Artificial Intelligence 1 Biological Cybernetics 1 Computers and Fluids 1 Journal of Statistical Physics 1 Journal of Computational and Applied Mathematics 1 Computational Mechanics 1 Neural Networks 1 Neural Computation 1 Journal of Mathematical Imaging and Vision 1 Journal of Computer and Systems Sciences International 1 SIAM Journal on Scientific Computing 1 Data Mining and Knowledge Discovery 1 Multiscale Modeling & Simulation 1 Algorithms 1 Computer Science Review 1 SIAM Journal on Mathematics of Data Science all top 5 Cited in 18 Fields 47 Computer science (68-XX) 11 Numerical analysis (65-XX) 10 Fluid mechanics (76-XX) 8 Statistics (62-XX) 7 Geophysics (86-XX) 6 Biology and other natural sciences (92-XX) 6 Information and communication theory, circuits (94-XX) 4 Statistical mechanics, structure of matter (82-XX) 3 Partial differential equations (35-XX) 2 Probability theory and stochastic processes (60-XX) 2 Mechanics of deformable solids (74-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Category theory; homological algebra (18-XX) 1 Ordinary differential equations (34-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Operations research, mathematical programming (90-XX) 1 Systems theory; control (93-XX) Citations by Year