Spectral Normalization for Generative Adversarial Networks

16 February 2018

Papers citing "Spectral Normalization for Generative Adversarial Networks"

50 / 1,369 papers shown

Title
Image Disentanglement and Uncooperative Re-Entanglement for High-Fidelity Image-to-Image Translation Adam W. Harley S. Wei Jason M. Saragih Katerina Fragkiadaki 27 5 0 11 Jan 2019
InstaGAN: Instance-aware Image-to-Image Translation Sangwoo Mo Minsu Cho Jinwoo Shin 36 157 0 28 Dec 2018
Improving MMD-GAN Training with Repulsive Loss Function Wei Wang Yuan Sun Saman K. Halgamuge GAN 17 79 0 24 Dec 2018
Disentangling Latent Space for VAE by Label Relevant/Irrelevant Dimensions Zhilin Zheng Li Sun CML CoGe DRL 18 46 0 22 Dec 2018
Unsupervised Image Decomposition in Vector Layers Othman Sbai Camille Couprie Mathieu Aubry 41 8 0 13 Dec 2018
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 306 10,378 0 12 Dec 2018
SMIT: Stochastic Multi-Label Image-to-Image Translation Andrés Romero Pablo Arbelaez Luc Van Gool Radu Timofte 25 66 0 10 Dec 2018
Learning to Take Directions One Step at a Time Qiyang Hu Adrian Waelchli Tiziano Portenier Matthias Zwicker Paolo Favaro GAN VGen 22 12 0 05 Dec 2018
Decompose to manipulate: Manipulable Object Synthesis in 3D Medical Images with Structured Image Decomposition Siqi Liu Eli Gibson Sasa Grbic Zhoubing Xu A. Setio J. Yang Bogdan Georgescu Dorin Comaniciu DiffM MedIm 33 18 0 04 Dec 2018
A Spectral Regularizer for Unsupervised Disentanglement Aditya A. Ramesh Youngduck Choi Yann LeCun DRL 29 42 0 04 Dec 2018
GDPP: Learning Diverse Generations Using Determinantal Point Process Mohamed Elfeki Camille Couprie M. Rivière Mohamed Elhoseiny 26 64 0 30 Nov 2018
Image Generation from Layout Bo Zhao Lili Meng Weidong Yin Leonid Sigal 19 208 0 28 Nov 2018
Taking Control of Intra-class Variation in Conditional GANs Under Weak Supervision Richard T. Marriott S. Romdhani Liming Chen GAN 23 0 0 27 Nov 2018
Label-Noise Robust Generative Adversarial Networks Takuhiro Kaneko Yoshitaka Ushiku Tatsuya Harada NoLa 24 60 0 27 Nov 2018
Class-Distinct and Class-Mutual Image Generation with GANs Takuhiro Kaneko Yoshitaka Ushiku Tatsuya Harada 14 9 0 27 Nov 2018
Learning View Priors for Single-view 3D Reconstruction Hiroharu Kato Tatsuya Harada 17 80 0 26 Nov 2018
Tell, Draw, and Repeat: Generating and Modifying Images Based on Continual Linguistic Instruction Alaaeldin El-Nouby Shikhar Sharma Hannes Schulz Devon Hjelm Layla El Asri Samira Ebrahimi Kahou Yoshua Bengio Graham W.Taylor VLM 23 121 0 24 Nov 2018
Train Sparsely, Generate Densely: Memory-efficient Unsupervised Training of High-resolution Temporal GAN Masaki Saito Shunta Saito Masanori Koyama Sosuke Kobayashi 26 145 0 22 Nov 2018
Spread Divergence Mingtian Zhang Peter Hayes Thomas Bird Raza Habib David Barber MedIm UD 30 20 0 21 Nov 2018
Attributing Fake Images to GANs: Learning and Analyzing GAN Fingerprints Ning Yu Larry S. Davis Mario Fritz 27 3 0 20 Nov 2018
Neural Lander: Stable Drone Landing Control using Learned Dynamics Guanya Shi Xichen Shi Michael O'Connell Rose Yu Kamyar Azizzadenesheli Anima Anandkumar Yisong Yue Soon-Jo Chung 27 271 0 19 Nov 2018
Multimodal Densenet Faisal Mahmood Ziyun Yang Thomas Ashley Nicholas J. Durr 21 11 0 18 Nov 2018
Adversarial Learning-Based On-Line Anomaly Monitoring for Assured Autonomy Naman Patel Apoorva Nandini Saridena A. Choromańska Prashanth Krishnamurthy Farshad Khorrami 12 18 0 12 Nov 2018
Adversarially-Trained Normalized Noisy-Feature Auto-Encoder for Text Generation Xiang Zhang Yann LeCun 14 0 0 10 Nov 2018
Robustness of Conditional GANs to Noisy Labels Kerry J. Halupka A. Khetan Zinan Lin Stephen Moore NoLa 24 79 0 08 Nov 2018
Learning to Defend by Learning to Attack Haoming Jiang Zhehui Chen Yuyang Shi Bo Dai T. Zhao 18 22 0 03 Nov 2018
Invertible Residual Networks Jens Behrmann Will Grathwohl Ricky T. Q. Chen David Duvenaud J. Jacobsen UQCV TPM 31 618 0 02 Nov 2018
CariGAN: Caricature Generation through Weakly Paired Adversarial Learning Wenbin Li Wei Xiong Haofu Liao Jing Huo Yang Gao Jiebo Luo GAN 35 44 0 01 Nov 2018
Discriminator Rejection Sampling S. Azadi Catherine Olsson Trevor Darrell Ian Goodfellow Augustus Odena 27 130 0 16 Oct 2018
Physics-Driven Regularization of Deep Neural Networks for Enhanced Engineering Design and Analysis M. A. Nabian Hadi Meidani PINN AI4CE 21 57 0 11 Oct 2018
Entropic GANs meet VAEs: A Statistical Approach to Compute Sample Likelihoods in GANs Yogesh Balaji Hamed Hassani Rama Chellappa S. Feizi GAN DRL 41 20 0 09 Oct 2018
FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models Will Grathwohl Ricky T. Q. Chen J. Bettencourt Ilya Sutskever David Duvenaud DRL 17 851 0 02 Oct 2018
Improved robustness to adversarial examples using Lipschitz regularization of the loss Chris Finlay Adam M. Oberman B. Abbasi 24 34 0 01 Oct 2018
A Kernel Perspective for Regularizing Deep Neural Networks A. Bietti Grégoire Mialon Dexiong Chen Julien Mairal 11 15 0 30 Sep 2018
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 31 1,371 0 19 Sep 2018
On the Learning Dynamics of Deep Neural Networks Rémi Tachet des Combes Mohammad Pezeshki Samira Shabanian Aaron Courville Yoshua Bengio 16 38 0 18 Sep 2018
Whispered-to-voiced Alaryngeal Speech Conversion with Generative Adversarial Networks Santiago Pascual Antonio Bonafonte Joan Serrà José A. González 19 18 0 31 Aug 2018
Rethinking Monocular Depth Estimation with Adversarial Training Richard J. Chen Faisal Mahmood Alan Yuille Nicholas J. Durr GAN MDE 28 44 0 22 Aug 2018
A Review of Learning with Deep Generative Models from Perspective of Graphical Modeling Zhijian Ou 31 16 0 05 Aug 2018
A Large-Scale Study on Regularization and Normalization in GANs Karol Kurach Mario Lucic Xiaohua Zhai Marcin Michalski Sylvain Gelly AI4CE 33 155 0 12 Jul 2018
Pioneer Networks: Progressively Growing Generative Autoencoder Ari Heljakka Arno Solin Arno Solin GAN DRL 27 41 0 09 Jul 2018
Deep Semi Supervised Generative Learning for Automated PD-L1 Tumor Cell Scoring on NSCLC Tissue Needle Biopsies A. Kapil A. Meier A. Zuraw K. Steele Marlon Rebelatto Gunter Schmidt N. Brieu 20 91 0 28 Jun 2018
On the Spectral Bias of Neural Networks Nasim Rahaman A. Baratin Devansh Arpit Felix Dräxler Min Lin Fred Hamprecht Yoshua Bengio Aaron Courville 57 1,395 0 22 Jun 2018
MedGAN: Medical Image Translation using GANs Karim Armanious Chenming Yang Marc Fischer Thomas Kustner K. Nikolaou S. Gatidis Bin Yang GAN MedIm 14 540 0 17 Jun 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
Free-Form Image Inpainting with Gated Convolution Jiahui Yu Zhe-nan Lin Jimei Yang Xiaohui Shen Xin Lu Thomas Huang DRL 16 1,699 0 10 Jun 2018
Monge blunts Bayes: Hardness Results for Adversarial Training Zac Cranko A. Menon Richard Nock Cheng Soon Ong Zhan Shi Christian J. Walder AAML 26 16 0 08 Jun 2018
CapsGAN: Using Dynamic Routing for Generative Adversarial Networks Raeid Saqur Sal Vivona GAN 24 24 0 07 Jun 2018
Whitening and Coloring batch transform for GANs Aliaksandr Siarohin E. Sangineto N. Sebe 22 49 0 01 Jun 2018
Generative Modeling by Inclusive Neural Random Fields with Applications in Image Generation and Anomaly Detection Yunfu Song Zhijian Ou DiffM 14 30 0 01 Jun 2018