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Large Scale GAN Training for High Fidelity Natural Image Synthesis

International Conference on Learning Representations (ICLR), 2018

28 September 2018

Papers citing "Large Scale GAN Training for High Fidelity Natural Image Synthesis"

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Title
Data-Driven Approach to Encoding and Decoding 3-D Crystal Structures Jordan Hoffmann Louis Maestrati Yoshihide Sawada Jian Tang Jean Michel D. Sellier Yoshua Bengio DiffM 3DV 184 76 0 03 Sep 2019
Spectral Regularization for Combating Mode Collapse in GANsIEEE International Conference on Computer Vision (ICCV), 2019 Kanglin Liu Wenming Tang Fei Zhou Guoping Qiu GAN DRL 243 96 0 29 Aug 2019
DUAL-GLOW: Conditional Flow-Based Generative Model for Modality TransferIEEE International Conference on Computer Vision (ICCV), 2019 Haoliang Sun Ronak R. Mehta H. Zhou Z. Huang Sterling C. Johnson V. Prabhakaran Vikas Singh MedIm 170 52 0 21 Aug 2019
Image Synthesis From Reconfigurable Layout and StyleIEEE International Conference on Computer Vision (ICCV), 2019 Wei Sun Tianfu Wu 238 153 0 20 Aug 2019
RelGAN: Multi-Domain Image-to-Image Translation via Relative AttributesIEEE International Conference on Computer Vision (ICCV), 2019 Po-Wei Wu Yu-Jing Lin Che-Han Chang Edward Y. Chang Shih-Wei Liao GAN 198 154 0 20 Aug 2019
Make a Face: Towards Arbitrary High Fidelity Face ManipulationIEEE International Conference on Computer Vision (ICCV), 2019 Shengju Qian Kwan-Yee Lin Wayne Wu Yangxiaokang Liu Quan Wang Fumin Shen Chao Qian Ran He CVBM 150 74 0 20 Aug 2019
Boundless: Generative Adversarial Networks for Image ExtensionIEEE International Conference on Computer Vision (ICCV), 2019 Piotr Teterwak Aaron Sarna Dilip Krishnan Aaron Maschinot David Belanger Ce Liu William T. Freeman GAN 158 123 0 19 Aug 2019
PolyGAN: High-Order Polynomial Generators Grigorios G. Chrysos Stylianos Moschoglou Yannis Panagakis Stefanos Zafeiriou GAN 134 19 0 19 Aug 2019
Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human AttackConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Emily Dinan Samuel Humeau Bharath Chintagunta Jason Weston 267 275 0 17 Aug 2019
Cosmological N-body simulations: a challenge for scalable generative modelsComputational Astrophysics and Cosmology (CAC), 2019 Nathanael Perraudin Ankit Srivastava Aurelien Lucchi T. Kacprzak Thomas Hofmann Alexandre Réfrégier 161 36 0 15 Aug 2019
GAN-Tree: An Incrementally Learned Hierarchical Generative Framework for Multi-Modal Data DistributionsIEEE International Conference on Computer Vision (ICCV), 2019 Jogendra Nath Kundu Maharshi Gor Dakshit Agrawal R. Venkatesh Babu GAN 189 12 0 11 Aug 2019
AutoGAN: Neural Architecture Search for Generative Adversarial NetworksIEEE International Conference on Computer Vision (ICCV), 2019 Xinyu Gong Shiyu Chang Lezhi Li Zinan Lin GAN 190 280 0 11 Aug 2019
Channel Decomposition into Painting Actions Shih-Chieh Su 226 0 0 10 Aug 2019
Recent Advances in Deep Learning for Object Detection Xiongwei Wu Doyen Sahoo Guosheng Lin VLM ObjD 270 886 0 10 Aug 2019
Adversarially Trained End-to-end Korean Singing Voice Synthesis SystemInterspeech (Interspeech), 2019 Juheon Lee Hyeong-Seok Choi Chang-Bin Jeon Junghyun Koo Kyogu Lee 154 78 0 06 Aug 2019
Likelihood Contribution based Multi-scale Architecture for Generative Flows Hari Prasanna Das Pieter Abbeel C. Spanos DRL AI4CE 148 5 0 05 Aug 2019
Adversarial View-Consistent Learning for Monocular Depth EstimationBritish Machine Vision Conference (BMVC), 2019 Yixuan Liu Yuwang Wang Shengjin Wang MDE 156 1 0 04 Aug 2019
Attentive NormalizationEuropean Conference on Computer Vision (ECCV), 2019 Xilai Li Wei Sun Tianfu Wu OOD ViT 194 35 0 04 Aug 2019
Simultaneous Semantic Segmentation and Outlier Detection in Presence of Domain ShiftGerman Conference on Pattern Recognition (DAGM), 2019 Petra Bevandić Ivan Kreso Marin Orsic Sinisa Segvic 142 86 0 03 Aug 2019
Cycle In Cycle Generative Adversarial Networks for Keypoint-Guided Image GenerationACM Multimedia (ACM MM), 2019 Hao Tang Dan Xu Gaowen Liu Wei Wang Andrii Zadaianchuk Yan Yan GAN 244 83 0 02 Aug 2019
InSituNet: Deep Image Synthesis for Parameter Space Exploration of Ensemble SimulationsIEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 2019 Wenbin He Junpeng Wang Hanqi Guo Ko-Chih Wang Han-Wei Shen Mukund Raj Y. Nashed Tom Peterka 253 102 0 01 Aug 2019
Content and Colour Distillation for Learning Image Translations with the Spatial Profile LossBritish Machine Vision Conference (BMVC), 2019 M. Sarfraz C. Seibold Haroon Khalid Rainer Stiefelhagen GAN 149 19 0 01 Aug 2019
An Empirical Study of Batch Normalization and Group Normalization in Conditional Computation Vincent Michalski Vikram S. Voleti Samira Ebrahimi Kahou Anthony Ortiz Pascal Vincent C. Pal Doina Precup BDL 200 7 0 31 Jul 2019
Learning to Dress 3D People in Generative Clothing Qianli Ma Jinlong Yang Anurag Ranjan S. Pujades Gerard Pons-Moll Siyu Tang Michael J. Black 3DH 148 13 0 31 Jul 2019
GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent RepresentationsInternational Conference on Learning Representations (ICLR), 2019 Martin Engelcke Adam R. Kosiorek Oiwi Parker Jones Ingmar Posner OCL 391 325 0 30 Jul 2019
UGAN: Untraceable GAN for Multi-Domain Face Translation Defa Zhu Si Liu Wentao Jiang Chen Gao Tianyi Wu Qaingchang Wang G. Guo ViT CVBM 142 19 0 26 Jul 2019
Hard-Aware Fashion Attribute Classification Yun Ye Yixin Li Bo Wu Wei Zhang Lingyu Duan Tao Mei AI4TS 131 6 0 25 Jul 2019
Interpreting the Latent Space of GANs for Semantic Face EditingComputer Vision and Pattern Recognition (CVPR), 2019 Yujun Shen Jinjin Gu Xiaoou Tang Bolei Zhou CVBM GAN 298 1,206 0 25 Jul 2019
Bayesian Inference with Generative Adversarial Network Priors Dhruv V. Patel Assad A. Oberai GAN AI4CE 138 20 0 22 Jul 2019
On the "steerability" of generative adversarial networksInternational Conference on Learning Representations (ICLR), 2019 Ali Jahanian Lucy Chai Phillip Isola GAN OOD 317 415 0 16 Jul 2019
Quant GANs: Deep Generation of Financial Time Series Magnus Wiese R. Knobloch R. Korn Peter Kretschmer GAN AI4TS AIFin 240 320 0 15 Jul 2019
Adversarial Video Generation on Complex Datasets Aidan Clark Jeff Donahue Karen Simonyan VGen GAN 209 80 0 15 Jul 2019
Detecting and Simulating Artifacts in GAN Fake ImagesInternational Workshop on Information Forensics and Security (WIFS), 2019 Xu-Yao Zhang Svebor Karaman Shih-Fu Chang 286 567 0 15 Jul 2019
Adversarial Lipschitz RegularizationInternational Conference on Learning Representations (ICLR), 2019 Dávid Terjék GAN 175 54 0 12 Jul 2019
Generative Modeling by Estimating Gradients of the Data DistributionNeural Information Processing Systems (NeurIPS), 2019 Yang Song Stefano Ermon SyDa DiffM 757 4,791 0 12 Jul 2019
On the Evaluation of Conditional GANs Terrance Devries Adriana Romero Luis Villaseñor-Pineda Graham W. Taylor M. Drozdzal EGVM 164 48 0 11 Jul 2019
Order and Chaos: NTK views on DNN Normalization, Checkerboard and Boundary Artifacts Arthur Jacot Franck Gabriel François Ged Clément Hongler 125 24 0 11 Jul 2019
Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges N. Arivazhagan Ankur Bapna Orhan Firat Dmitry Lepikhin Melvin Johnson ... George F. Foster Colin Cherry Wolfgang Macherey Zhiwen Chen Yonghui Wu 219 447 0 11 Jul 2019
Copula & Marginal Flows: Disentangling the Marginal from its Joint Magnus Wiese R. Knobloch R. Korn DRL 153 21 0 07 Jul 2019
Fast and Provable ADMM for Learning with Generative Priors Fabian Latorre Gómez Armin Eftekhari Volkan Cevher GAN 193 47 0 07 Jul 2019
Human detection of machine manipulated mediaCommunications of the ACM (CACM), 2019 Matthew Groh Ziv Epstein Nick Obradovich Manuel Cebrian Iyad Rahwan 127 22 0 06 Jul 2019
Incremental Concept Learning via Online Generative Memory RecallIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019 Huaiyu Li Weiming Dong Bao-Gang Hu CLL 117 27 0 05 Jul 2019
Twin Auxiliary Classifiers GANAdvances in Neural Information Processing Systems (NeurIPS), 2019 Biwei Huang Yanwu Xu Chunyuan Li Kuncai Zhang Kayhan Batmanghelich 190 36 0 05 Jul 2019
Evaluating the distribution learning capabilities of GANs Amit Rege C. Monteleoni EGVM 85 0 0 05 Jul 2019
Large Scale Adversarial Representation Learning Jeff Donahue Karen Simonyan SSL 325 564 0 04 Jul 2019
PathologyGAN: Learning deep representations of cancer tissueInternational Conference on Medical Imaging with Deep Learning (MIDL), 2019 A. Quiros R. Murray-Smith Ke-Fei Yuan MedIm GAN 368 91 0 04 Jul 2019
Guided Image Generation with Conditional Invertible Neural Networks Lynton Ardizzone Carsten T. Lüth Jakob Kruse Carsten Rother Ullrich Kothe DRL 294 326 0 04 Jul 2019
Analysis by Adversarial Synthesis -- A Novel Approach for Speech VocodingInterspeech (Interspeech), 2019 Ahmed Mustafa A. Biswas Christian Bergler Julia Schottenhamml Andreas Maier GAN 141 4 0 01 Jul 2019
Cellular State Transformations using Generative Adversarial Networks Colin Targonski Benjamin T. Shealy M. C. Smith F. Feltus 40 1 0 28 Jun 2019
SetGAN: Improving the stability and diversity of generative models through a permutation invariant architecture Alessandro Ferrero Shireen Y. Elhabian Ross T. Whitaker GAN 137 1 0 28 Jun 2019