Progressive Growing of GANs for Improved Quality, Stability, and Variation

27 October 2017

Papers citing "Progressive Growing of GANs for Improved Quality, Stability, and Variation"

50 / 1,252 papers shown

Title
A Spectral Regularizer for Unsupervised Disentanglement Aditya A. Ramesh Youngduck Choi Yann LeCun DRL 19 42 0 04 Dec 2018
SUSAN: Segment Unannotated image Structure using Adversarial Network Fang Liu GAN MedIm 42 56 0 03 Dec 2018
Towards Accurate Generative Models of Video: A New Metric & Challenges Thomas Unterthiner Sjoerd van Steenkiste Karol Kurach Raphaël Marinier Marcin Michalski Sylvain Gelly EGVM VGen 27 682 0 03 Dec 2018
Unsupervised Domain Adaptation using Generative Models and Self-ensembling Eman T. Hassan Xin Chen David J. Crandall OOD 20 7 0 02 Dec 2018
GDPP: Learning Diverse Generations Using Determinantal Point Process Mohamed Elfeki Camille Couprie M. Rivière Mohamed Elhoseiny 26 64 0 30 Nov 2018
Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models Daniil Polykovskiy Alexander Zhebrak Benjamín Sánchez-Lengeling Sergey Golovanov Oktai Tatanov ... Simon Johansson Hongming Chen Sergey I. Nikolenko Alán Aspuru-Guzik Alex Zhavoronkov ELM 197 633 0 29 Nov 2018
Taking Control of Intra-class Variation in Conditional GANs Under Weak Supervision Richard T. Marriott S. Romdhani Liming Luke Chen GAN 20 0 0 27 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
Style and Content Disentanglement in Generative Adversarial Networks Hadi Kazemi Seyed Mehdi Iranmanesh Nasser M. Nasrabadi GAN DRL 31 69 0 14 Nov 2018
A domain agnostic measure for monitoring and evaluating GANs Paulina Grnarova Kfir Y. Levy Aurelien Lucchi Nathanael Perraudin Ian Goodfellow Thomas Hofmann Andreas Krause EGVM 18 8 0 13 Nov 2018
Use of Neural Signals to Evaluate the Quality of Generative Adversarial Network Performance in Facial Image Generation Zhengwei Wang Graham Healy Alan F. Smeaton T. Ward EGVM 39 37 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
Training Generative Adversarial Networks with Weights Sufeng Duan D. Paul M. Fasoulakis Y. Stylianou GAN 21 6 0 06 Nov 2018
Exposing Deep Fakes Using Inconsistent Head Poses Xin Yang Yuezun Li Siwei Lyu CVBM 6 868 0 01 Nov 2018
LoGAN: Generating Logos with a Generative Adversarial Neural Network Conditioned on color Ajkel Mino Gerasimos Spanakis GAN VLM 19 27 0 23 Oct 2018
Image Inpainting via Generative Multi-column Convolutional Neural Networks Yi Wang Xin Tao Xiaojuan Qi Xiaoyong Shen Jiaya Jia GAN 16 302 0 20 Oct 2018
Deep Learning Methods for Reynolds-Averaged Navier-Stokes Simulations of Airfoil Flows Nils Thuerey Konstantin Weissenow L. Prantl Xiangyu Y. Hu AI4CE 25 377 0 18 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
Towards High Resolution Video Generation with Progressive Growing of Sliced Wasserstein GANs Dinesh Acharya Zhiwu Huang D. Paudel Luc Van Gool GAN 11 68 0 04 Oct 2018
Unsupervised Person Image Synthesis in Arbitrary Poses Albert Pumarola Antonio Agudo Alberto Sanfeliu Francesc Moreno-Noguer GAN 32 167 0 27 Sep 2018
Semantically Invariant Text-to-Image Generation Shagan Sah D. Peri Ameya Shringi Chi Zhang Miguel Domínguez Andreas E. Savakis R. Ptucha EGVM 22 9 0 27 Sep 2018
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 31 1,370 0 19 Sep 2018
A New Multi-vehicle Trajectory Generator to Simulate Vehicle-to-Vehicle Encounters Wenhao Ding Wenshuo Wang Ding Zhao 27 13 0 15 Sep 2018
GANs for Medical Image Analysis Salome Kazeminia Christoph Baur Arjan Kuijper Bram van Ginneken Nassir Navab Shadi Albarqouni Anirban Mukhopadhyay MedIm AI4CE 18 408 0 13 Sep 2018
Neural Rendering and Reenactment of Human Actor Videos Lingjie Liu Weipeng Xu Michael Zollhoefer Hyeongwoo Kim Florian Bernard Marc Habermann Wenping Wang Christian Theobalt 3DH DiffM 24 18 0 11 Sep 2018
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks Shivang Agarwal Jean Ogier du Terrail F. Jurie ObjD 21 123 0 10 Sep 2018
Dense Pose Transfer Natalia Neverova R. Güler Iasonas Kokkinos 3DH 6 208 0 06 Sep 2018
Generating Highly Realistic Images of Skin Lesions with GANs Christoph Baur Shadi Albarqouni Nassir Navab GAN MedIm 19 79 0 05 Sep 2018
Manipulating Attributes of Natural Scenes via Hallucination Levent Karacan Zeynep Akata Aykut Erdem Erkut Erdem 30 23 0 22 Aug 2018
Skill Rating for Generative Models Catherine Olsson Surya Bhupatiraju Tom B. Brown Augustus Odena Ian Goodfellow 16 32 0 14 Aug 2018
User-Guided Deep Anime Line Art Colorization with Conditional Adversarial Networks Yuanzheng Ci Xinzhu Ma Zhihui Wang Haojie Li Zhongxuan Luo GAN 36 134 0 09 Aug 2018
Global Convergence to the Equilibrium of GANs using Variational Inequalities I. Gemp Sridhar Mahadevan 22 50 0 04 Aug 2018
The Unreasonable Effectiveness of Texture Transfer for Single Image Super-resolution Muhammad Waleed Gondal Bernhard Schölkopf M. Hirsch SupR 18 48 0 31 Jul 2018
Compositional GAN: Learning Image-Conditional Binary Composition S. Azadi Deepak Pathak Sayna Ebrahimi Trevor Darrell GAN CoGe 29 26 0 19 Jul 2018
A Large-Scale Study on Regularization and Normalization in GANs Karol Kurach Mario Lucic Xiaohua Zhai Marcin Michalski Sylvain Gelly AI4CE 27 154 0 12 Jul 2018
On Catastrophic Forgetting and Mode Collapse in Generative Adversarial Networks Hoang Thanh-Tung T. Tran GAN 13 58 0 11 Jul 2018
Glow: Generative Flow with Invertible 1x1 Convolutions Diederik P. Kingma Prafulla Dhariwal BDL DRL 17 3,079 0 09 Jul 2018
Pioneer Networks: Progressively Growing Generative Autoencoder Ari Heljakka Arno Solin Arno Solin GAN DRL 27 41 0 09 Jul 2018
Disentangling Multiple Conditional Inputs in GANs Gökhan Yildirim Calvin Seward Urs M. Bergmann GAN AI4CE 32 23 0 20 Jun 2018
FrankenGAN: Guided Detail Synthesis for Building Mass-Models Using Style-Synchonized GANs Tom Kelly Paul Guerrero A. Steed Peter Wonka Niloy J. Mitra 28 39 0 19 Jun 2018
Beyond Local Nash Equilibria for Adversarial Networks F. Oliehoek Rahul Savani Jose Gallego-Posada Elise van der Pol R. Groß GAN 23 43 0 18 Jun 2018
MedGAN: Medical Image Translation using GANs Karim Armanious Chenming Yang Marc Fischer Thomas Kustner K. Nikolaou S. Gatidis Bin Yang GAN MedIm 14 537 0 17 Jun 2018
Deformable Generator Networks: Unsupervised Disentanglement of Appearance and Geometry X. Xing Ruiqi Gao Tian Han Song-Chun Zhu Ying Nian Wu DRL 19 28 0 16 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
Unsupervised Training for 3D Morphable Model Regression Kyle Genova Forrester Cole Aaron Maschinot Aaron Sarna Daniel Vlasic William T. Freeman CVBM 3DH 33 306 0 15 Jun 2018
Autoregressive Quantile Networks for Generative Modeling Georg Ostrovski Will Dabney Rémi Munos DRL 25 85 0 14 Jun 2018
EL-GAN: Embedding Loss Driven Generative Adversarial Networks for Lane Detection Mohsen Ghafoorian C. Nugteren N. Baka O. Booij M. Hofmann GAN 18 198 0 14 Jun 2018
Deep Generative Models in the Real-World: An Open Challenge from Medical Imaging Xiaoran Chen Nick Pawlowski Martin Rajchl Ben Glocker E. Konukoglu OOD MedIm 22 49 0 14 Jun 2018
On Accurate Evaluation of GANs for Language Generation Stanislau Semeniuta Aliaksei Severyn Sylvain Gelly EGVM 39 81 0 13 Jun 2018
Resource-Efficient Neural Architect Yanqi Zhou S. Ebrahimi Sercan Ö. Arik Haonan Yu Hairong Liu G. Diamos 17 64 0 12 Jun 2018