Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 3,398 papers shown

Title
GDPP: Learning Diverse Generations Using Determinantal Point Process Mohamed Elfeki Camille Couprie M. Rivière Mohamed Elhoseiny 26 64 0 30 Nov 2018
Image Generation from Layout Bo Zhao Lili Meng Weidong Yin Leonid Sigal 19 208 0 28 Nov 2018
Label-Noise Robust Generative Adversarial Networks Takuhiro Kaneko Yoshitaka Ushiku Tatsuya Harada NoLa 30 60 0 27 Nov 2018
Class-Distinct and Class-Mutual Image Generation with GANs Takuhiro Kaneko Yoshitaka Ushiku Tatsuya Harada 20 9 0 27 Nov 2018
FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery Krishna Kumar Singh Utkarsh Ojha Yong Jae Lee OCL 33 131 0 27 Nov 2018
Train Sparsely, Generate Densely: Memory-efficient Unsupervised Training of High-resolution Temporal GAN Masaki Saito Shunta Saito Masanori Koyama Sosuke Kobayashi 35 145 0 22 Nov 2018
Regularizing by the Variance of the Activations' Sample-Variances Etai Littwin Lior Wolf VLM 23 12 0 21 Nov 2018
M2E-Try On Net: Fashion from Model to Everyone Zhonghua Wu Guosheng Lin Qingyi Tao Jianfei Cai DiffM 24 81 0 21 Nov 2018
Unsupervised Single Image Deraining with Self-supervised Constraints Xin Jin Zhibo Chen Jianxin Lin Zhikai Chen Wei Zhou 27 73 0 21 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
Scalable agent alignment via reward modeling: a research direction Jan Leike David M. Krueger Tom Everitt Miljan Martic Vishal Maini Shane Legg 34 397 0 19 Nov 2018
Bayesian Cycle-Consistent Generative Adversarial Networks via Marginalizing Latent Sampling Haoran You Yu Cheng Tianheng Cheng Chunliang Li Pan Zhou GAN 29 3 0 19 Nov 2018
Chemical Structure Elucidation from Mass Spectrometry by Matching Substructures Jing Lim Joshua Wong M. X. Wong Lee Han Eric Tan Hai Leong Chieu Davin Choo Neng Kai Nigel Neo 29 8 0 17 Nov 2018
Selective Feature Connection Mechanism: Concatenating Multi-layer CNN Features with a Feature Selector Chen Du Chunheng Wang Yanna Wang Cunzhao Shi Baihua Xiao 27 42 0 15 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 24 8 0 13 Nov 2018
Adversarial Learning-Based On-Line Anomaly Monitoring for Assured Autonomy Naman Patel Apoorva Nandini Saridena A. Choromańska Prashanth Krishnamurthy Farshad Khorrami 20 18 0 12 Nov 2018
A Multi-Task Learning & Generation Framework: Valence-Arousal, Action Units & Primary Expressions D. Kollias Stefanos Zafeiriou CVBM 27 69 0 11 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
Adversarial Uncertainty Quantification in Physics-Informed Neural Networks Yibo Yang P. Perdikaris AI4CE PINN 41 355 0 09 Nov 2018
MD-GAN: Multi-Discriminator Generative Adversarial Networks for Distributed Datasets Corentin Hardy Erwan Le Merrer B. Sericola GAN 27 181 0 09 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 23 6 0 06 Nov 2018
Leveraging Virtual and Real Person for Unsupervised Person Re-identification Fengxiang Yang Zhun Zhong Zhiming Luo Sheng Lian Shaozi Li 27 27 0 05 Nov 2018
Learning Bone Suppression from Dual Energy Chest X-rays using Adversarial Networks P. Schwaller P. Bolgar GAN MedIm 33 17 0 05 Nov 2018
Mixture Density Generative Adversarial Networks Hamid Eghbalzadeh Werner Zellinger Gerhard Widmer GAN 22 39 0 31 Oct 2018
Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning Arnab Kumar Mondal Jose Dolz Christian Desrosiers GAN MedIm 43 118 0 29 Oct 2018
Soft-Gated Warping-GAN for Pose-Guided Person Image Synthesis Haoye Dong Xiaodan Liang Ke Gong Hanjiang Lai Jia Zhu Jian Yin GAN 3DH 16 170 0 27 Oct 2018
LoGAN: Generating Logos with a Generative Adversarial Neural Network Conditioned on color Ajkel Mino Gerasimos Spanakis GAN VLM 27 27 0 23 Oct 2018
MsCGAN: Multi-scale Conditional Generative Adversarial Networks for Person Image Generation Wei Tang Teng Li Fudong Nian Ming Wang GAN 33 10 0 19 Oct 2018
Learning with privileged information via adversarial discriminative modality distillation Nuno C. Garcia Pietro Morerio Vittorio Murino 27 67 0 19 Oct 2018
Metropolis-Hastings view on variational inference and adversarial training Kirill Neklyudov Evgenii Egorov Pavel Shvechikov Dmitry Vetrov GAN 31 13 0 16 Oct 2018
Discriminator Rejection Sampling S. Azadi Catherine Olsson Trevor Darrell Ian Goodfellow Augustus Odena 30 131 0 16 Oct 2018
Point Cloud GAN Chun-Liang Li Manzil Zaheer Yang Zhang Barnabás Póczós Ruslan Salakhutdinov 3DPC 42 209 0 13 Oct 2018
Generalized Latent Variable Recovery for Generative Adversarial Networks Nicholas Egan Jeffrey O. Zhang Kevin Shen GAN 30 4 0 09 Oct 2018
CSI-Net: Unified Human Body Characterization and Pose Recognition Fei Wang Jinsong Han Shiyuan Zhang Xuming He Dong Huang CVBM 19 13 0 07 Oct 2018
FD-GAN: Pose-guided Feature Distilling GAN for Robust Person Re-identification Yixiao Ge Zhuowan Li Haiyu Zhao Guojun Yin Shuai Yi Xiaogang Wang Hongsheng Li 32 331 0 06 Oct 2018
CanvasGAN: A simple baseline for text to image generation by incrementally patching a canvas Amanpreet Singh Sharan Agrawal DiffM 31 5 0 05 Oct 2018
AutoLoss: Learning Discrete Schedules for Alternate Optimization Haowen Xu Huatian Zhang Zhiting Hu Xiaodan Liang Ruslan Salakhutdinov Eric Xing 32 30 0 04 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 Learning via Meta-Learning Kyle Hsu Sergey Levine Chelsea Finn SSL OffRL 37 229 0 04 Oct 2018
On Self Modulation for Generative Adversarial Networks Ting Chen Mario Lucic N. Houlsby Sylvain Gelly GAN 27 104 0 02 Oct 2018
Conditional WaveGAN Chae Young Lee Anoop Toffy G. Jung W. Han DiffM 24 21 0 27 Sep 2018
Flow-based Network Traffic Generation using Generative Adversarial Networks Markus Ring Daniel Schlor Dieter Landes Andreas Hotho 34 169 0 27 Sep 2018
Unsupervised Person Image Synthesis in Arbitrary Poses Albert Pumarola Antonio Agudo Alberto Sanfeliu Francesc Moreno-Noguer GAN 35 167 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 25 9 0 27 Sep 2018
Semi-Supervised Sequence Modeling with Cross-View Training Kevin Clark Minh-Thang Luong Christopher D. Manning Quoc V. Le SSL 11 333 0 22 Sep 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 49 670 0 21 Sep 2018
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 36 1,373 0 19 Sep 2018
A Domain Agnostic Normalization Layer for Unsupervised Adversarial Domain Adaptation Rob Romijnders Panagiotis Meletis Gijs Dubbelman AI4CE 21 27 0 14 Sep 2018
GANs for Medical Image Analysis Salome Kazeminia Christoph Baur Arjan Kuijper Bram van Ginneken Nassir Navab Shadi Albarqouni Anirban Mukhopadhyay MedIm AI4CE 23 408 0 13 Sep 2018