Spectral Normalization for Generative Adversarial Networks

16 February 2018

Papers citing "Spectral Normalization for Generative Adversarial Networks"

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Title
Transformation-based Adversarial Video Prediction on Large-Scale Data Pauline Luc Aidan Clark Sander Dieleman Diego de Las Casas Yotam Doron Albin Cassirer Karen Simonyan VGen 341 89 0 09 Mar 2020
Making Method of Moments Great Again? -- How can GANs learn distributions Yuanzhi Li Zehao Dou GAN 64 5 0 09 Mar 2020
$Π-$ nets: Deep Polynomial Neural Networks Grigorios G. Chrysos Stylianos Moschoglou Giorgos Bouritsas Yannis Panagakis Jiankang Deng Stefanos Zafeiriou 90 61 0 08 Mar 2020
No Surprises: Training Robust Lung Nodule Detection for Low-Dose CT Scans by Augmenting with Adversarial Attacks Siqi Liu A. Setio Florin-Cristian Ghesu Eli Gibson Sasa Grbic Bogdan Georgescu Dorin Comaniciu AAML OOD 117 40 0 08 Mar 2020
Generative Low-bitwidth Data Free Quantization Shoukai Xu Haokun Li Bohan Zhuang Jing Liu Jingyun Liang Chuangrun Liang Mingkui Tan MQ 81 127 0 07 Mar 2020
Generating Embroidery Patterns Using Image-to-Image Translation Mohammad Akif Beg Jia Yu 33 2 0 05 Mar 2020
GarmentGAN: Photo-realistic Adversarial Fashion Transfer Amir Hossein Raffiee Michael Sollami GAN 101 38 0 04 Mar 2020
Deep Image Spatial Transformation for Person Image Generation Yurui Ren Xiaoming Yu Junming Chen Thomas H. Li Ge Li 3DH 3DPC 77 175 0 02 Mar 2020
Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation Runfa Chen Wenbing Huang B. Huang F. Sun Bin Fang 141 168 0 29 Feb 2020
Augmented Cyclic Consistency Regularization for Unpaired Image-to-Image Translation Takehiko Ohkawa Naoto Inoue Hirokatsu Kataoka Nakamasa Inoue 54 6 0 29 Feb 2020
Inverse Graphics GAN: Learning to Generate 3D Shapes from Unstructured 2D Data Sebastian Lunz Yingzhen Li Andrew Fitzgibbon Nate Kushman 3DV GAN 69 54 0 28 Feb 2020
A U-Net Based Discriminator for Generative Adversarial Networks Edgar Schönfeld Bernt Schiele Anna Khoreva GAN 114 297 0 28 Feb 2020
A Novel Measure to Evaluate Generative Adversarial Networks Based on Direct Analysis of Generated Images Shuyue Guan Murray H. Loew EGVM 55 12 0 27 Feb 2020
Max-Affine Spline Insights into Deep Generative Networks Randall Balestriero Sébastien Paris Richard Baraniuk DRL AI4CE 47 15 0 26 Feb 2020
Copy and Paste GAN: Face Hallucination from Shaded Thumbnails Yang Zhang Ivor Tsang Yawei Luo Changhui Hu Xiaobo Lu Xin Yu CVBM 111 28 0 25 Feb 2020
When Relation Networks meet GANs: Relation GANs with Triplet Loss Runmin Wu Kunyao Zhang Lijun Wang Yue Wang Pingping Zhang Huchuan Lu Yizhou Yu GAN 28 0 0 24 Feb 2020
GANs May Have No Nash Equilibria Farzan Farnia Asuman Ozdaglar GAN 80 43 0 21 Feb 2020
A Novel Framework for Selection of GANs for an Application Tanya Motwani Manojkumar Somabhai Parmar 83 8 0 20 Feb 2020
The Benefits of Pairwise Discriminators for Adversarial Training Shangyuan Tong T. Garipov Tommi Jaakkola 23 0 0 20 Feb 2020
A unified framework for 21cm tomography sample generation and parameter inference with Progressively Growing GANs Florian List G. Lewis 53 14 0 19 Feb 2020
LocoGAN -- Locally Convolutional GAN Lukasz Struski Szymon Knop Jacek Tabor Wiktor Daniec Przemysław Spurek GAN 47 10 0 18 Feb 2020
Stable Training of DNN for Speech Enhancement based on Perceptually-Motivated Black-Box Cost Function M. Kawanaka Yuma Koizumi Ryoichi Miyazaki Kohei Yatabe AAML 68 23 0 14 Feb 2020
Deep Learning for Source Code Modeling and Generation: Models, Applications and Challenges T. H. Le Hao Chen Muhammad Ali Babar VLM 147 155 0 13 Feb 2020
Real or Not Real, that is the Question Yuanbo Xiangli Yubin Deng Bo Dai Chen Change Loy Dahua Lin GAN 135 47 0 12 Feb 2020
Improved Consistency Regularization for GANs Zhengli Zhao Sameer Singh Honglak Lee Zizhao Zhang Augustus Odena Han Zhang 88 153 0 11 Feb 2020
HRINet: Alternative Supervision Network for High-resolution CT image Interpolation Jiawei Li Jae Chul Koh Won-sook Lee MedIm 19 8 0 11 Feb 2020
Smoothness and Stability in GANs Casey Chu Kentaro Minami Kenji Fukumizu GAN 67 56 0 11 Feb 2020
Unsupervised Discovery of Interpretable Directions in the GAN Latent Space A. Voynov Artem Babenko 176 420 0 10 Feb 2020
Semialgebraic Optimization for Lipschitz Constants of ReLU Networks Tong Chen J. Lasserre Victor Magron Edouard Pauwels 43 3 0 10 Feb 2020
Learning Stochastic Behaviour from Aggregate Data Shaojun Ma Shu Liu H. Zha Haomin Zhou 144 15 0 10 Feb 2020
On the distance between two neural networks and the stability of learning Jeremy Bernstein Arash Vahdat Yisong Yue Xuan Li ODL 284 59 0 09 Feb 2020
Free-breathing Cardiovascular MRI Using a Plug-and-Play Method with Learned Denoiser Sizhuo Liu E. T. Reehorst P. Schniter Rizwan Ahmad 115 3 0 08 Feb 2020
Subspace Capsule Network Marzieh Edraki Nazanin Rahnavard M. Shah 101 35 0 07 Feb 2020
Learning Implicit Generative Models with Theoretical Guarantees Yuan Gao Jian Huang Yuling Jiao Jin Liu 66 7 0 07 Feb 2020
Fixed smooth convolutional layer for avoiding checkerboard artifacts in CNNs Yuma Kinoshita Hitoshi Kiya 52 19 0 06 Feb 2020
On Positive-Unlabeled Classification in GAN Tianyu Guo Chang Xu Jiajun Huang Yunhe Wang Boxin Shi Chao Xu Dacheng Tao GAN 64 35 0 04 Feb 2020
Large Hole Image Inpainting With Compress-Decompression Network Zhenghang Wu Yidong Cui GAN 8 0 0 01 Feb 2020
Imperfect ImaGANation: Implications of GANs Exacerbating Biases on Facial Data Augmentation and Snapchat Selfie Lenses Niharika Jain Alberto Olmo Hernandez Sailik Sengupta L. Manikonda S. Kambhampati 143 38 0 26 Jan 2020
Unsupervised Disentanglement of Pose, Appearance and Background from Images and Videos Aysegül Dündar Kevin J. Shih Animesh Garg R. Pottorf Andrew Tao Bryan Catanzaro 49 34 0 26 Jan 2020
Information Compensation for Deep Conditional Generative Networks Zehao Wang Kaili Wang Tinne Tuytelaars José Oramas GAN CML DRL 31 0 0 23 Jan 2020
Using a Generative Adversarial Network for CT Normalization and its Impact on Radiomic Features Leihao Wei Yannan Lin William Hsu MedIm GAN 20 14 0 22 Jan 2020
Random Matrix Theory Proves that Deep Learning Representations of GAN-data Behave as Gaussian Mixtures M. Seddik Cosme Louart M. Tamaazousti Romain Couillet 79 67 0 21 Jan 2020
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications Jie Gui Zhenan Sun Yonggang Wen Dacheng Tao Jieping Ye EGVM 109 847 0 20 Jan 2020
Distortion Agnostic Deep Watermarking Xiyang Luo Ruohan Zhan Huiwen Chang Feng Yang P. Milanfar WIGM 76 165 0 14 Jan 2020
Natural Image Matting via Guided Contextual Attention Yaoyi Li Hongtao Lu 82 169 0 13 Jan 2020
AE-OT-GAN: Training GANs from data specific latent distribution Dongsheng An Yang Guo Min Zhang Xin Qi Na Lei S. Yau X. Gu DRL GAN 89 24 0 11 Jan 2020
Deep Plastic Surgery: Robust and Controllable Image Editing with Human-Drawn Sketches Shuai Yang Zhangyang Wang Jiaying Liu Zongming Guo 99 70 0 09 Jan 2020
Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs Pengda Qin Xin Eric Wang Wenhu Chen Chunyun Zhang Weiran Xu William Yang Wang GAN 93 85 0 08 Jan 2020
Deep Learning-Based Solvability of Underdetermined Inverse Problems in Medical Imaging Chang Min Hyun Seong Hyeon Baek M. Lee S. Lee J.K. Seo 127 41 0 06 Jan 2020
DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection Ruben Tolosana R. Vera-Rodríguez Julian Fierrez Aythami Morales J. Ortega-Garcia 3DPC CVBM 120 801 0 01 Jan 2020