A Large-Scale Study on Regularization and Normalization in GANs

12 July 2018

Papers citing "A Large-Scale Study on Regularization and Normalization in GANs"

31 / 81 papers shown

Title
Implicit Generation and Generalization in Energy-Based Models Yilun Du Igor Mordatch BDL DiffM 17 40 0 20 Mar 2019
Convolution with even-sized kernels and symmetric padding Shuang Wu Guanrui Wang Pei Tang F. Chen Luping Shi 14 67 0 20 Mar 2019
Generative Adversarial Networks: recent developments M. Zamorski Adrian Zdobylak Maciej Ziȩba J. Swiatek GAN 4 15 0 16 Mar 2019
Deep learning for molecular design - a review of the state of the art Daniel C. Elton Zois Boukouvalas M. Fuge Peter W. Chung AI4CE 3DV 19 326 0 11 Mar 2019
Adversarial Out-domain Examples for Generative Models Dario Pasquini Marco Mingione M. Bernaschi WIGM SILM AAML 15 6 0 07 Mar 2019
High-Fidelity Image Generation With Fewer Labels Mario Lucic Michael Tschannen Marvin Ritter Xiaohua Zhai Olivier Bachem Sylvain Gelly GAN OOD 31 157 0 06 Mar 2019
Matching Thermal to Visible Face Images Using a Semantic-Guided Generative Adversarial Network Cunjian Chen Arun Ross CVBM GAN 19 26 0 03 Mar 2019
GAN- vs. JPEG2000 Image Compression for Distributed Automotive Perception: Higher Peak SNR Does Not Mean Better Semantic Segmentation Jonas Löhdefink Andreas Bär Nico M. Schmidt Fabian Hüger Peter Schlicht Tim Fingscheidt 13 15 0 12 Feb 2019
Diversity Regularized Adversarial Learning B. Ayinde Keishin Nishihama J. Zurada GAN 9 1 0 30 Jan 2019
Progressive Augmentation of GANs Dan Zhang Anna Khoreva 17 27 0 29 Jan 2019
Diversity-Sensitive Conditional Generative Adversarial Networks Dingdong Yang Seunghoon Hong Y. Jang Tianchen Zhao Honglak Lee GAN 36 214 0 25 Jan 2019
Learning Spatial Pyramid Attentive Pooling in Image Synthesis and Image-to-Image Translation Wei Sun Tianfu Wu 13 13 0 18 Jan 2019
Unsupervised Image Decomposition in Vector Layers Othman Sbai Camille Couprie Mathieu Aubry 30 8 0 13 Dec 2018
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 264 10,348 0 12 Dec 2018
Taking Control of Intra-class Variation in Conditional GANs Under Weak Supervision Richard T. Marriott S. Romdhani Liming Luke Chen GAN 18 0 0 27 Nov 2018
Self-Supervised GANs via Auxiliary Rotation Loss Ting Chen Xiaohua Zhai Marvin Ritter Mario Lucic N. Houlsby SSL GAN 11 302 0 27 Nov 2018
How does Lipschitz Regularization Influence GAN Training? Yipeng Qin Niloy Mitra Peter Wonka AI4CE 24 16 0 23 Nov 2018
A Survey on Data Collection for Machine Learning: a Big Data -- AI Integration Perspective Yuji Roh A. Mishra Steven Euijong Whang 16 673 0 08 Nov 2018
DeepLSR: a deep learning approach for laser speckle reduction Taylor L. Bobrow Faisal Mahmood Miguel Inserni Nicholas J. Durr MedIm 12 28 0 23 Oct 2018
Investigating Object Compositionality in Generative Adversarial Networks Sjoerd van Steenkiste Karol Kurach Jürgen Schmidhuber Sylvain Gelly GAN OCL 24 20 0 17 Oct 2018
Deep Reinforcement Learning Yuxi Li VLM OffRL 23 144 0 15 Oct 2018
Robust Estimation and Generative Adversarial Nets Chao Gao Jiyi Liu Y. Yao Weizhi Zhu 17 28 0 04 Oct 2018
On Self Modulation for Generative Adversarial Networks Ting Chen Mario Lucic N. Houlsby Sylvain Gelly GAN 19 104 0 02 Oct 2018
Deep Adversarial Training for Multi-Organ Nuclei Segmentation in Histopathology Images Faisal Mahmood Daniel Borders Richard J. Chen Gregory N. McKay Kevan J. Salimian Alexander S. Baras Nicholas J. Durr GAN MedIm 20 279 0 29 Sep 2018
Conditional WaveGAN Chae Young Lee Anoop Toffy G. Jung W. Han DiffM 12 21 0 27 Sep 2018
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 31 1,369 0 19 Sep 2018
A Review of Learning with Deep Generative Models from Perspective of Graphical Modeling Zhijian Ou 18 16 0 05 Aug 2018
Assessing Generative Models via Precision and Recall Mehdi S. M. Sajjadi Olivier Bachem Mario Lucic Olivier Bousquet Sylvain Gelly EGVM 11 565 0 31 May 2018
Pros and Cons of GAN Evaluation Measures Ali Borji ELM EGVM 23 865 0 09 Feb 2018
Are GANs Created Equal? A Large-Scale Study Mario Lucic Karol Kurach Marcin Michalski Sylvain Gelly Olivier Bousquet EGVM 14 1,003 0 28 Nov 2017
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 224 3,190 0 30 Oct 2016