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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"

50 / 3,191 papers shown

Title
AGAN: Towards Automated Design of Generative Adversarial Networks Hanchao Wang Jun Huan GAN AI4CE 93 40 0 25 Jun 2019
Perceptual Generative Autoencoders Zijun Zhang Ruixiang Zhang Zongpeng Li Yoshua Bengio Liam Paull DRL GAN 153 31 0 25 Jun 2019
GANalyze: Toward Visual Definitions of Cognitive Image PropertiesIEEE International Conference on Computer Vision (ICCV), 2019 L. Goetschalckx A. Andonian A. Oliva Phillip Isola FAtt GAN 195 336 0 24 Jun 2019
Unifying machine learning and quantum chemistry -- a deep neural network for molecular wavefunctionsNature Communications (Nat Commun), 2019 Kristof T. Schütt M. Gastegger A. Tkatchenko K. Müller R. Maurer AI4CE 181 415 0 24 Jun 2019
Disentangled Inference for GANs with Latently Invertible AutoencoderInternational Journal of Computer Vision (IJCV), 2019 Jiapeng Zhu Deli Zhao Bo Zhang Bolei Zhou GAN DRL 209 39 0 19 Jun 2019
SemanticAdv: Generating Adversarial Examples via Attribute-conditional Image EditingEuropean Conference on Computer Vision (ECCV), 2019 Haonan Qiu Chaowei Xiao Lei Yang Xinchen Yan Honglak Lee Yue Liu AAML 283 194 0 19 Jun 2019
Inspirational Adversarial Image Generation Baptiste Rozière M. Rivière O. Teytaud Jérémy Rapin Yann LeCun Camille Couprie 118 24 0 17 Jun 2019
InfoGAN-CR and ModelCentrality: Self-supervised Model Training and Selection for Disentangling GANsInternational Conference on Machine Learning (ICML), 2019 Zinan Lin K. K. Thekumparampil Giulia Fanti Sewoong Oh DRL 234 37 0 14 Jun 2019
Task-Aware Feature Generation for Zero-Shot Compositional Learning Xin Wang Feng Yu Trevor Darrell Joseph E. Gonzalez VLM CoGe 121 18 0 11 Jun 2019
A Closer Look at the Optimization Landscapes of Generative Adversarial NetworksInternational Conference on Learning Representations (ICLR), 2019 Hugo Berard Gauthier Gidel Amjad Almahairi Pascal Vincent Damien Scieur GAN 133 66 0 11 Jun 2019
Shapes and Context: In-the-Wild Image Synthesis & ManipulationComputer Vision and Pattern Recognition (CVPR), 2019 Aayush Bansal Yaser Sheikh Deva Ramanan 144 21 0 11 Jun 2019
Towards Amortized Ranking-Critical Training for Collaborative Filtering Sam Lobel Chunyuan Li Jianfeng Gao Lawrence Carin 145 18 0 10 Jun 2019
The Implicit Metropolis-Hastings AlgorithmNeural Information Processing Systems (NeurIPS), 2019 Kirill Neklyudov Evgenii Egorov Dmitry Vetrov 104 5 0 09 Jun 2019
Robust conditional GANs under missing or uncertain labels K. K. Thekumparampil Sewoong Oh A. Khetan OOD GAN 120 4 0 09 Jun 2019
Image Synthesis with a Single (Robust) ClassifierNeural Information Processing Systems (NeurIPS), 2019 Shibani Santurkar Dimitris Tsipras Brandon Tran Andrew Ilyas Logan Engstrom Aleksander Madry AAML 139 36 0 06 Jun 2019
Style Generator Inversion for Image Enhancement and Animation Aviv Gabbay Yedid Hoshen 116 17 0 05 Jun 2019
Encoding Invariances in Deep Generative Models Viraj Shah Ameya Joshi Sambuddha Ghosal B. Pokuri Soumik Sarkar Baskar Ganapathysubramanian Chinmay Hegde PINN GAN 152 31 0 04 Jun 2019
Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy Zhengwei Wang Qi She T. Ward MedIm EGVM 639 92 0 04 Jun 2019
Adversarial Robustness as a Prior for Learned Representations Logan Engstrom Andrew Ilyas Shibani Santurkar Dimitris Tsipras Brandon Tran Aleksander Madry OOD AAML 208 63 0 03 Jun 2019
Continual learning with hypernetworksInternational Conference on Learning Representations (ICLR), 2019 J. Oswald Christian Henning Benjamin Grewe João Sacramento CLL 337 388 0 03 Jun 2019
Unsupervised Neural Generative Semantic HashingAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2019 Casper Hansen Christian B. Hansen J. Simonsen Stephen Alstrup Christina Lioma 85 24 0 03 Jun 2019
Generating Diverse High-Fidelity Images with VQ-VAE-2Neural Information Processing Systems (NeurIPS), 2019 Ali Razavi Aaron van den Oord Oriol Vinyals DRL BDL 551 2,109 0 02 Jun 2019
GANchors: Realistic Image Perturbation Distributions for Anchors Using Generative Models Kurtis Evan David Harrison Keane Jun Min Noh 70 2 0 01 Jun 2019
Self-Referencing Embedded Strings (SELFIES): A 100% robust molecular string representation Mario Krenn Florian Hase AkshatKumar Nigam Pascal Friederich Alán Aspuru-Guzik 225 74 0 31 May 2019
Partial Scanning Transmission Electron Microscopy with Deep Learning Jeffrey M. Ede R. Beanland MedIm 245 22 0 31 May 2019
Deep Adversarial Social RecommendationInternational Joint Conference on Artificial Intelligence (IJCAI), 2019 Wenqi Fan Hanyu Wang Yao Ma Jianping Wang Shucheng Zhou Qing Li GNN 171 72 0 30 May 2019
Batch weight for domain adaptation with mass shiftIEEE International Conference on Computer Vision (ICCV), 2019 Mikolaj Binkowski R. Devon Hjelm Aaron Courville GAN OOD 122 11 0 29 May 2019
Stabilizing GANs with Soft Octave Convolutions Ricard Durall Franz-Josef Pfreundt J. Keuper GAN 158 8 0 29 May 2019
G2R Bound: A Generalization Bound for Supervised Learning from GAN-Synthetic Data Fu-Chieh Chang Hao Wang Chun-Nan Chou Edward Y. Chang GAN 99 1 0 29 May 2019
Universality Theorems for Generative Models Valentin Khrulkov Ivan Oseledets 110 5 0 27 May 2019
Object Discovery with a Copy-Pasting GAN Relja Arandjelović Andrew Zisserman 196 58 0 27 May 2019
Unsupervised Object Segmentation by RedrawingNeural Information Processing Systems (NeurIPS), 2019 Mickaël Chen Thierry Artières Ludovic Denoyer 451 147 0 27 May 2019
Classification Accuracy Score for Conditional Generative ModelsNeural Information Processing Systems (NeurIPS), 2019 Suman V. Ravuri Oriol Vinyals EGVM 335 258 0 26 May 2019
Precision-Recall Curves Using Information Divergence Frontiers Josip Djolonga Mario Lucic Marco Cuturi Olivier Bachem Olivier Bousquet Sylvain Gelly 90 4 0 26 May 2019
Learning Smooth Representation for Unsupervised Domain AdaptationIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019 Guanyu Cai Lianghua He Mengchu Zhou H. Alhumade D. Hu 192 19 0 26 May 2019
Generative Latent Flow Zhisheng Xiao Qing Yan Y. Amit DRL 105 15 0 24 May 2019
Fully Hyperbolic Convolutional Neural NetworksResearch in the Mathematical Sciences (RMS), 2019 Keegan Lensink Bas Peters E. Haber MedIm 157 23 0 24 May 2019
Generative adversarial network based on chaotic time seriesScientific Reports (Sci Rep), 2019 Makoto Naruse Takashi Matsubara N. Chauvet Kazutaka Kanno Tianyu Yang Atsushi Uchida AI4TS GAN 113 19 0 24 May 2019
Training language GANs from ScratchNeural Information Processing Systems (NeurIPS), 2019 Cyprien de Masson dÁutume Mihaela Rosca Jack W. Rae S. Mohamed GAN SyDa 181 90 0 23 May 2019
Data-Efficient Image Recognition with Contrastive Predictive CodingInternational Conference on Machine Learning (ICML), 2019 Olivier J. Hénaff A. Srinivas J. Fauw Ali Razavi Carl Doersch S. M. Ali Eslami Aaron van den Oord SSL 406 1,515 0 22 May 2019
Few-Shot Adversarial Learning of Realistic Neural Talking Head ModelsIEEE International Conference on Computer Vision (ICCV), 2019 Egor Zakharov Aliaksandra Shysheya Egor Burkov Victor Lempitsky 3DH 334 668 0 20 May 2019
Less Memory, Faster Speed: Refining Self-Attention Module for Image Reconstruction Zheng Wang Jianwu Li Ge Song Tieling Li 58 2 0 20 May 2019
Texture Fields: Learning Texture Representations in Function SpaceIEEE International Conference on Computer Vision (ICCV), 2019 Michael Oechsle L. Mescheder Michael Niemeyer Thilo Strauss Andreas Geiger 3DH 3DV 279 325 0 17 May 2019
Random Expert Distillation: Imitation Learning via Expert Policy Support EstimationInternational Conference on Machine Learning (ICML), 2019 Ruohan Wang C. Ciliberto P. Amadori Y. Demiris 129 66 0 16 May 2019
MoGlow: Probabilistic and controllable motion synthesis using normalising flowsACM Transactions on Graphics (TOG), 2019 G. Henter Simon Alexanderson Jonas Beskow 270 102 0 16 May 2019
An Improved Self-supervised GAN via Adversarial Training Ngoc-Trung Tran Viet-Hung Tran Ngoc-Bao Nguyen Ngai-Man Cheung SSL GAN 127 14 0 14 May 2019
Learning Generative Models across Incomparable SpacesInternational Conference on Machine Learning (ICML), 2019 Charlotte Bunne David Alvarez-Melis Andreas Krause Stefanie Jegelka GAN 152 117 0 14 May 2019
Revisiting Precision and Recall Definition for Generative Model Evaluation Loïc Simon Ryan Webster Julien Rabin 130 19 0 14 May 2019
Expression Conditional GAN for Facial Expression-to-Expression TranslationInternational Conference on Information Photonics (ICIP), 2019 Hao Tang Wei Wang Songsong Wu Xinya Chen Dan Xu Andrii Zadaianchuk Yan Yan CVBM 148 21 0 14 May 2019
Plug-and-Play Methods Provably Converge with Properly Trained DenoisersInternational Conference on Machine Learning (ICML), 2019 Ernest K. Ryu Jialin Liu Sicheng Wang Xiaohan Chen Zinan Lin W. Yin AI4CE 243 404 0 14 May 2019