Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 3,398 papers shown

Title
Points2Pix: 3D Point-Cloud to Image Translation using conditional Generative Adversarial Networks Stefan Milz Martin Simon Kai Fischer Maximilian Pöpperl 3DPC 24 11 0 26 Jan 2019
Diversity-Sensitive Conditional Generative Adversarial Networks Dingdong Yang Seunghoon Hong Y. Jang Tianchen Zhao Honglak Lee GAN 39 215 0 25 Jan 2019
Skip-GANomaly: Skip Connected and Adversarially Trained Encoder-Decoder Anomaly Detection S. Akçay Amir Atapour-Abarghouei T. Breckon UQCV 44 373 0 25 Jan 2019
One-Class Convolutional Neural Network Poojan Oza Vishal M. Patel 25 159 0 24 Jan 2019
Multi-objective training of Generative Adversarial Networks with multiple discriminators Isabela Albuquerque João Monteiro T. Doan Breandan Considine T. Falk Ioannis Mitliagkas 30 66 0 24 Jan 2019
Maximum Entropy Generators for Energy-Based Models Rithesh Kumar Sherjil Ozair Anirudh Goyal Aaron Courville Yoshua Bengio 19 112 0 24 Jan 2019
Deep Generative Learning via Variational Gradient Flow Yuan Gao Yuling Jiao Yang Wang Yao Wang Can Yang Shunkang Zhang 27 36 0 24 Jan 2019
QGAN: Quantized Generative Adversarial Networks Peiqi Wang Dongsheng Wang Yu Ji Xinfeng Xie Haoxuan Song XuXin Liu Yongqiang Lyu Yuan Xie GAN MQ 21 32 0 24 Jan 2019
Toward Joint Image Generation and Compression using Generative Adversarial Networks Byeongkeun Kang Subarna Tripathi Truong Thao Nguyen GAN 30 6 0 23 Jan 2019
ICLabel: An automated electroencephalographic independent component classifier, dataset, and website L. Pion-Tonachini Ken Kreutz-Delgado S. Makeig 41 1,274 0 22 Jan 2019
An Adversarial Approach to High-Quality, Sentiment-Controlled Neural Dialogue Generation X. Kong Bohan Li Graham Neubig Eduard H. Hovy Yiming Yang 25 28 0 22 Jan 2019
Generating Text Sequence Images for Recognition Yanxiang Gong Linjie Deng Zejun Ma M. Xie VLM 21 6 0 21 Jan 2019
LayoutGAN: Generating Graphic Layouts with Wireframe Discriminators Jianan Li Jimei Yang Aaron Hertzmann Jianming Zhang Tingfa Xu GAN 21 226 0 21 Jan 2019
Learning Spatial Pyramid Attentive Pooling in Image Synthesis and Image-to-Image Translation Wei Sun Tianfu Wu 21 13 0 18 Jan 2019
Truly Generalizable Radiograph Segmentation with Conditional Domain Adaptation Hugo Oliveira E. Ferreira J. A. dos Santos MedIm 21 14 0 16 Jan 2019
Domain Adaptation for Structured Output via Discriminative Patch Representations Yi-Hsuan Tsai Kihyuk Sohn S. Schulter Manmohan Chandraker OOD 38 319 0 16 Jan 2019
Conditional deep surrogate models for stochastic, high-dimensional, and multi-fidelity systems Yibo Yang P. Perdikaris SyDa BDL AI4CE 29 55 0 15 Jan 2019
MAD-GAN: Multivariate Anomaly Detection for Time Series Data with Generative Adversarial Networks Dan Li Dacheng Chen Lei Shi Baihong Jin Jonathan Goh See-Kiong Ng 34 762 0 15 Jan 2019
Dual Generator Generative Adversarial Networks for Multi-Domain Image-to-Image Translation Hao Tang Dan Xu Wei Wang Yan Yan N. Sebe GAN 31 44 0 14 Jan 2019
A Novel Topology Optimization Approach using Conditional Deep Learning Sharad Rawat M. Shen BDL 31 52 0 14 Jan 2019
RNN-based Generative Model for Fine-Grained Sketching A. Jenal Nikolay Savinov Torsten Sattler G. Chaurasia GAN 22 4 0 13 Jan 2019
Introducing a Generative Adversarial Network Model for Lagrangian Trajectory Simulation Jingwei Gan Pai Liu R. Chakrabarty GAN 16 0 0 13 Jan 2019
Texture Mixer: A Network for Controllable Synthesis and Interpolation of Texture Ning Yu Connelly Barnes Eli Shechtman Sohrab Amirghodsi M. Lukác 29 50 0 11 Jan 2019
Learning Continuous Face Age Progression: A Pyramid of GANs Hongyu Yang Di Huang Yunhong Wang Anil K. Jain CVBM GAN 21 37 0 10 Jan 2019
Detecting Overfitting of Deep Generative Networks via Latent Recovery Ryan Webster Julien Rabin Loïc Simon F. Jurie GAN 14 99 0 09 Jan 2019
Unpaired Pose Guided Human Image Generation Xu Chen Mingli Song Otmar Hilliges GAN 3DH 24 18 0 08 Jan 2019
Generative Adversarial Networks for Financial Trading Strategies Fine-Tuning and Combination Adriano Soares Koshiyama Nikan B. Firoozye Philip C. Treleaven GAN 19 86 0 07 Jan 2019
Generating Multiple Objects at Spatially Distinct Locations Tobias Hinz Stefan Heinrich S. Wermter 23 103 0 03 Jan 2019
Judge the Judges: A Large-Scale Evaluation Study of Neural Language Models for Online Review Generation Cristina Garbacea Samuel Carton Shiyan Yan Qiaozhu Mei ELM 25 29 0 02 Jan 2019
Do GANs leave artificial fingerprints? Francesco Marra Diego Gragnaniello L. Verdoliva Giovanni Poggi GAN 30 317 0 31 Dec 2018
Evaluating Generative Adversarial Networks on Explicitly Parameterized Distributions S. O'Brien Matthew Groh Abhimanyu Dubey 14 2 0 27 Dec 2018
Sampling Using Neural Networks for colorizing the grayscale images Wonbong Jang GAN DiffM 18 1 0 27 Dec 2018
Improving MMD-GAN Training with Repulsive Loss Function Wei Wang Yuan Sun Saman K. Halgamuge GAN 17 79 0 24 Dec 2018
Disentangling Latent Space for VAE by Label Relevant/Irrelevant Dimensions Zhilin Zheng Li Sun CML CoGe DRL 18 46 0 22 Dec 2018
Detecting GAN-generated Imagery using Color Cues Scott McCloskey Michael Albright GAN 25 156 0 19 Dec 2018
An Empirical Study of Generative Models with Encoders Paul Kishan Rubenstein Yunpeng Li Dominik Roblek GAN 19 1 0 19 Dec 2018
Semi-supervised mp-MRI Data Synthesis with StitchLayer and Auxiliary Distance Maximization Zhiwei Wang Yi Lin K. Cheng Xin Yang MedIm 27 29 0 17 Dec 2018
When Semi-Supervised Learning Meets Transfer Learning: Training Strategies, Models and Datasets Hong-Yu Zhou Avital Oliver Jianxin Wu Yefeng Zheng 24 22 0 13 Dec 2018
Synthesis of High-Quality Visible Faces from Polarimetric Thermal Faces using Generative Adversarial Networks He Zhang B. Riggan Shuowen Hu Nathan J. Short Vishal M. Patel CVBM GAN 40 82 0 12 Dec 2018
Adversarial Learning of Semantic Relevance in Text to Image Synthesis Miriam Cha Youngjune Gwon H. T. Kung GAN 24 54 0 12 Dec 2018
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 351 10,391 0 12 Dec 2018
Iris-GAN: Learning to Generate Realistic Iris Images Using Convolutional GAN Shervin Minaee AmirAli Abdolrashidi GAN VLM 21 30 0 12 Dec 2018
SMIT: Stochastic Multi-Label Image-to-Image Translation Andrés Romero Pablo Arbelaez Luc Van Gool Radu Timofte 25 66 0 10 Dec 2018
AutoGAN: Robust Classifier Against Adversarial Attacks Blerta Lindqvist Shridatt Sugrim R. Izmailov AAML 29 7 0 08 Dec 2018
Learn to See by Events: Color Frame Synthesis from Event and RGB Cameras S. Pini Guido Borghi R. Vezzani GAN 62 22 0 05 Dec 2018
Semantic Image Inpainting Through Improved Wasserstein Generative Adversarial Networks Patricia Vitoria Joan Sintes C. Ballester GAN 25 29 0 03 Dec 2018
Generating Diverse Programs with Instruction Conditioned Reinforced Adversarial Learning Aishwarya Agrawal Mateusz Malinowski Felix Hill S. M. Ali Eslami Oriol Vinyals Tejas D. Kulkarni 21 4 0 03 Dec 2018
A Wasserstein GAN model with the total variational regularization Lijun Zhang Yujin Zhang Yongbin Gao GAN 8 3 0 03 Dec 2018
Knowledge Distillation with Feature Maps for Image Classification Wei-Chun Chen Chia-Che Chang Chien-Yu Lu Che-Rung Lee 29 35 0 03 Dec 2018
Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning Peng Kuang Mengkai Song Zhifei Zhang Yang Song Qian Wang Hairong Qi FedML 28 776 0 03 Dec 2018