Spectral Normalization for Generative Adversarial Networks

16 February 2018

Papers citing "Spectral Normalization for Generative Adversarial Networks"

50 / 1,466 papers shown

Title
Generative Adversarial Network Training is a Continual Learning Problem Kevin J. Liang Chunyuan Li Guoyin Wang Lawrence Carin GAN 46 50 0 27 Nov 2018
Learning View Priors for Single-view 3D Reconstruction Hiroharu Kato Tatsuya Harada 115 80 0 26 Nov 2018
GAN Dissection: Visualizing and Understanding Generative Adversarial Networks David Bau Jun-Yan Zhu Hendrik Strobelt Bolei Zhou J. Tenenbaum William T. Freeman Antonio Torralba GAN 29 0 0 26 Nov 2018
Spatially Controllable Image Synthesis with Internal Representation Collaging Ryohei Suzuki Masanori Koyama Takeru Miyato Taizan Yonetsuji Huachun Zhu 76 41 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 111 123 0 24 Nov 2018
How does Lipschitz Regularization Influence GAN Training? Yipeng Qin Niloy Mitra Peter Wonka AI4CE 71 17 0 23 Nov 2018
Train Sparsely, Generate Densely: Memory-efficient Unsupervised Training of High-resolution Temporal GAN Masaki Saito Shunta Saito Masanori Koyama Sosuke Kobayashi 96 147 0 22 Nov 2018
Spread Divergence Mingtian Zhang Peter Hayes Thomas Bird Raza Habib David Barber MedIm UD 96 20 0 21 Nov 2018
Adversarial Feedback Loop Firas Shama Roey Mechrez Alon Shoshan Lihi Zelnik-Manor 68 22 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 115 276 0 19 Nov 2018
Generalizable Adversarial Training via Spectral Normalization Farzan Farnia Jesse M. Zhang David Tse OOD AAML 90 140 0 19 Nov 2018
Multimodal Densenet Faisal Mahmood Ziyun Yang Thomas Ashley Nicholas J. Durr 129 11 0 18 Nov 2018
GAN-QP: A Novel GAN Framework without Gradient Vanishing and Lipschitz Constraint Jianlin Su GAN 35 25 0 18 Nov 2018
Sorting out Lipschitz function approximation Cem Anil James Lucas Roger C. Grosse 98 325 0 13 Nov 2018
Learning Segmentation Masks with the Independence Prior Songmin Dai Xiaoqiang Li Lu Wang Pin Wu Weiqin Tong Yimin Chen ISeg GAN 64 3 0 12 Nov 2018
Adversarial Learning-Based On-Line Anomaly Monitoring for Assured Autonomy Naman Patel Apoorva Nandini Saridena A. Choromańska Prashanth Krishnamurthy Farshad Khorrami 57 18 0 12 Nov 2018
Adversarially-Trained Normalized Noisy-Feature Auto-Encoder for Text Generation Xiang Zhang Yann LeCun 19 0 0 10 Nov 2018
Triple consistency loss for pairing distributions in GAN-based face synthesis G. Sarma Michel Valstar CVBM 120 24 0 08 Nov 2018
Robustness of Conditional GANs to Noisy Labels Kerry J. Halupka A. Khetan Zinan Lin Stephen Moore NoLa 84 81 0 08 Nov 2018
Improving GAN with neighbors embedding and gradient matching Ngoc-Trung Tran Tuan-Anh Bui Ngai-Man Cheung GAN 68 16 0 04 Nov 2018
Learning to Defend by Learning to Attack Haoming Jiang Zhehui Chen Yuyang Shi Bo Dai T. Zhao 108 22 0 03 Nov 2018
Invertible Residual Networks Jens Behrmann Will Grathwohl Ricky T. Q. Chen David Duvenaud J. Jacobsen UQCV TPM 183 625 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 109 44 0 01 Nov 2018
Mixture Density Generative Adversarial Networks Hamid Eghbalzadeh Werner Zellinger Gerhard Widmer GAN 87 39 0 31 Oct 2018
Generative Adversarial Networks for Unpaired Voice Transformation on Impaired Speech Li-Wei Chen Hung-yi Lee Yu Tsao 69 25 0 30 Oct 2018
RecurJac: An Efficient Recursive Algorithm for Bounding Jacobian Matrix of Neural Networks and Its Applications Huan Zhang Pengchuan Zhang Cho-Jui Hsieh AAML 72 63 0 28 Oct 2018
A Convex Duality Framework for GANs Farzan Farnia David Tse GAN 70 63 0 28 Oct 2018
Self-Supervised GAN to Counter Forgetting Ting Chen Xiaohua Zhai N. Houlsby CLL GAN SSL 82 8 0 27 Oct 2018
DeepLSR: a deep learning approach for laser speckle reduction Taylor L. Bobrow Faisal Mahmood Miguel Inserni Nicholas J. Durr MedIm 98 28 0 23 Oct 2018
Can We Gain More from Orthogonality Regularizations in Training Deep CNNs? Nitin Bansal Xiaohan Chen Zhangyang Wang OOD 114 188 0 22 Oct 2018
Investigating Object Compositionality in Generative Adversarial Networks Sjoerd van Steenkiste Karol Kurach Jürgen Schmidhuber Sylvain Gelly GAN OCL 98 20 0 17 Oct 2018
Discriminator Rejection Sampling S. Azadi Catherine Olsson Trevor Darrell Ian Goodfellow Augustus Odena 77 131 0 16 Oct 2018
Physics-Driven Regularization of Deep Neural Networks for Enhanced Engineering Design and Analysis M. A. Nabian Hadi Meidani PINN AI4CE 84 58 0 11 Oct 2018
Pairwise Augmented GANs with Adversarial Reconstruction Loss Aibek Alanov Max Kochurov D. Yashkov Dmitry Vetrov GAN 26 3 0 11 Oct 2018
Entropic GANs meet VAEs: A Statistical Approach to Compute Sample Likelihoods in GANs Yogesh Balaji Hamed Hassani Rama Chellappa Soheil Feizi GAN DRL 88 21 0 09 Oct 2018
Rethinking Breiman's Dilemma in Neural Networks: Phase Transitions of Margin Dynamics Weizhi Zhu Yifei Huang Yuan Yao AI4CE OOD 20 1 0 08 Oct 2018
Robust Estimation and Generative Adversarial Nets Chao Gao Jiyi Liu Yuan Yao Weizhi Zhu 151 28 0 04 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 169 883 0 02 Oct 2018
On Self Modulation for Generative Adversarial Networks Ting Chen Mario Lucic N. Houlsby Sylvain Gelly GAN 94 105 0 02 Oct 2018
Improved robustness to adversarial examples using Lipschitz regularization of the loss Chris Finlay Adam M. Oberman B. Abbasi 93 34 0 01 Oct 2018
Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow Xue Bin Peng Angjoo Kanazawa Sam Toyer Pieter Abbeel Sergey Levine 121 216 0 01 Oct 2018
A Kernel Perspective for Regularizing Deep Neural Networks A. Bietti Grégoire Mialon Dexiong Chen Julien Mairal 82 15 0 30 Sep 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 106 289 0 29 Sep 2018
Large Scale GAN Training for High Fidelity Natural Image Synthesis Andrew Brock Jeff Donahue Karen Simonyan 299 5,417 0 28 Sep 2018
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 137 1,405 0 19 Sep 2018
On the Learning Dynamics of Deep Neural Networks Rémi Tachet des Combes Mohammad Pezeshki Samira Shabanian Aaron Courville Yoshua Bengio 87 38 0 18 Sep 2018
Latent Space Optimal Transport for Generative Models Huidong Liu Yang Guo Na Lei Zhixin Shu S. Yau Dimitris Samaras X. Gu OT DRL 54 7 0 16 Sep 2018
Creating Fair Models of Atherosclerotic Cardiovascular Disease Risk Stephen Pfohl Ben J. Marafino Adrien Coulet F. Rodriguez L. Palaniappan N. Shah 71 68 0 12 Sep 2018
Adversarial Learning for Image Forensics Deep Matching with Atrous Convolution Yaqi Liu Xianfeng Zhao Xiaobin Zhu Yun Cao GAN 35 2 0 08 Sep 2018
Lipschitz Networks and Distributional Robustness Zac Cranko Simon Kornblith Zhan Shi Richard Nock OOD 63 11 0 04 Sep 2018