Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

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Title
RGBD-GAN: Unsupervised 3D Representation Learning From Natural Image Datasets via RGBD Image Synthesis Atsuhiro Noguchi Tatsuya Harada GAN 37 30 0 27 Sep 2019
Markov Decision Process for Video Generation V. Yushchenko Nikita Araslanov Stefan Roth VGen 23 20 0 26 Sep 2019
Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis Wen Liu Zhixin Piao Jie Min Wenhan Luo Lin Ma Shenghua Gao DiffM 22 256 0 26 Sep 2019
Unsupervised Image Translation using Adversarial Networks for Improved Plant Disease Recognition H. Nazki Sook Yoon A. Fuentes D. Park GAN MedIm 27 152 0 26 Sep 2019
GAMIN: An Adversarial Approach to Black-Box Model Inversion Ulrich Aïvodji Sébastien Gambs Timon Ther MLAU 33 42 0 26 Sep 2019
Unsupervised Domain Adaptation through Self-Supervision Yu Sun Eric Tzeng Trevor Darrell Alexei A. Efros OOD SSL 30 237 0 26 Sep 2019
A Mean-Field Theory for Kernel Alignment with Random Features in Generative and Discriminative Models M. B. Khuzani Liyue Shen Shahin Shahrampour Lei Xing 31 1 0 25 Sep 2019
Conditional Transferring Features: Scaling GANs to Thousands of Classes with 30% Less High-quality Data for Training Chunpeng Wu W. Wen Yiran Chen H. Li GAN 35 2 0 25 Sep 2019
Accept Synthetic Objects as Real: End-to-End Training of Attentive Deep Visuomotor Policies for Manipulation in Clutter P. Abolghasemi Ladislau Bölöni OffRL 33 10 0 24 Sep 2019
Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation Arna Ghosh Richard Y. Zhang P. Dokania Oliver Wang Alexei A. Efros Philip Torr Eli Shechtman VLM DiffM 29 130 0 24 Sep 2019
Subsampling Generative Adversarial Networks: Density Ratio Estimation in Feature Space with Softplus Loss Xin Ding Z. Jane Wang William J. Welch 23 18 0 24 Sep 2019
Object Segmentation using Pixel-wise Adversarial Loss Ricard Durall Franz-Josef Pfreundt Ullrich Kothe J. Keuper GAN SSeg 21 2 0 23 Sep 2019
Human Synthesis and Scene Compositing M. Zanfir Elisabeta Oneata A. Popa Andrei Zanfir C. Sminchisescu 39 23 0 23 Sep 2019
Variational Conditional GAN for Fine-grained Controllable Image Generation Mingqi Hu Deyu Zhou Yulan He DRL 19 6 0 22 Sep 2019
CANZSL: Cycle-Consistent Adversarial Networks for Zero-Shot Learning from Natural Language Zhi Chen Jingjing Li Yadan Luo Zi Huang Yang Yang GAN 36 41 0 21 Sep 2019
Synthesis of Realistic ECG using Generative Adversarial Networks Anne Marie Delaney Eoin Brophy T. Ward 32 79 0 19 Sep 2019
Dual Encoder-Decoder based Generative Adversarial Networks for Disentangled Facial Representation Learning Cong Hu Zhenhua Feng Xiaojun Wu J. Kittler CVBM GAN DRL 31 11 0 19 Sep 2019
MetalGAN: a Cluster-based Adaptive Training for Few-Shot Adversarial Colorization Tomaso Fontanini Eleonora Iotti Andrea Prati GAN 44 4 0 17 Sep 2019
HAD-GAN: A Human-perception Auxiliary Defense GAN to Defend Adversarial Examples Wanting Yu Hongyi Yu Lingyun Jiang Mengli Zhang Kai Qiao GAN AAML 15 0 0 17 Sep 2019
A Characteristic Function Approach to Deep Implicit Generative Modeling Abdul Fatir Ansari Jonathan Scarlett Harold Soh VLM GAN 16 39 0 16 Sep 2019
BasketballGAN: Generating Basketball Play Simulation Through Sketching Hsin-Ying Hsieh Chieh-Yu Chen Yu-Shuen Wang Jung-Hong Chuang 28 18 0 16 Sep 2019
Controllable Text-to-Image Generation Bowen Li Xiaojuan Qi Thomas Lukasiewicz Philip Torr GAN 42 350 0 16 Sep 2019
Understanding and Improving Virtual Adversarial Training Dongha Kim Yongchan Choi Yongdai Kim GAN AAML 12 2 0 15 Sep 2019
Joint Wasserstein Autoencoders for Aligning Multimodal Embeddings Shweta Mahajan Teresa Botschen Iryna Gurevych Stefan Roth 9 8 0 14 Sep 2019
Coupling Rendering and Generative Adversarial Networks for Artificial SAS Image Generation Albert W. Reed Isaac D. Gerg John McKay Daniel C. Brown David P. Williams Suren Jayasuriya GAN 22 16 0 13 Sep 2019
Specifying Object Attributes and Relations in Interactive Scene Generation Oron Ashual Lior Wolf 48 178 0 11 Sep 2019
Towards Learning a Self-inverse Network for Bidirectional Image-to-image Translation ZENGMING SHEN Yifan Chen S. Kevin Zhou Bogdan Georgescu Xuqi Liu Thomas S. Huang SSL MedIm 30 1 0 09 Sep 2019
GAN-Leaks: A Taxonomy of Membership Inference Attacks against Generative Models Dingfan Chen Ning Yu Yang Zhang Mario Fritz 23 52 0 09 Sep 2019
Balancing Reconstruction Quality and Regularisation in ELBO for VAEs Shuyu Lin Stephen J. Roberts Niki Trigoni R. Clark DRL 26 15 0 09 Sep 2019
An Acceleration Framework for High Resolution Image Synthesis Jinlin Liu Yuan Yao Jianqiang Ren 22 10 0 09 Sep 2019
TorchGAN: A Flexible Framework for GAN Training and Evaluation Avik Pal Aniket Das 27 15 0 08 Sep 2019
Learning from Label Proportions with Generative Adversarial Networks Jiabin Liu Bo Wang Zhiquan Qi Ying-jie Tian Yong Shi GAN 16 39 0 05 Sep 2019
Poly-GAN: Multi-Conditioned GAN for Fashion Synthesis Nilesh Pandey Andreas E. Savakis AI4CE 3DH 24 48 0 05 Sep 2019
DCGANs for Realistic Breast Mass Augmentation in X-ray Mammography Basel Alyafi Oliver Díaz Robert Martí MedIm 24 25 0 04 Sep 2019
Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets Yang Li Jianhe Yuan Zhiqun Zhao Hao Sun Zhihai He 24 6 0 04 Sep 2019
Image Inpainting with Learnable Bidirectional Attention Maps Chaohao Xie Shaohui Liu Chao Li Ming-Ming Cheng W. Zuo Xiao-Chang Liu Shilei Wen Errui Ding GAN 6 225 0 03 Sep 2019
Relationship-Aware Spatial Perception Fusion for Realistic Scene Layout Generation Hongdong Zheng Yalong Bai Wei Zhang Tao Mei 17 1 0 02 Sep 2019
Integrating Data and Image Domain Deep Learning for Limited Angle Tomography using Consensus Equilibrium Muhammad Usman Ghani W. C. Karl MedIm 9 13 0 31 Aug 2019
Adversarial Training Methods for Network Embedding Quanyu Dai X. Shen Liang Zhang Qiang Li Dan Wang GAN 29 103 0 30 Aug 2019
Spectral Regularization for Combating Mode Collapse in GANs Kanglin Liu Wenming Tang Fei Zhou Guoping Qiu GAN DRL 33 81 0 29 Aug 2019
Key Protected Classification for Collaborative Learning Mert Bulent Sariyildiz R. G. Cinbis Erman Ayday 32 10 0 27 Aug 2019
End-to-End Conditional GAN-based Architectures for Image Colourisation Marc Górriz M. Mrak Alan F. Smeaton Noel E. O'Connor GAN 19 27 0 26 Aug 2019
Extending TensorFlow's Semantics with Pipelined Execution S. Whitlock James R. Larus Edouard Bugnion 17 1 0 25 Aug 2019
Normalizing Flows: An Introduction and Review of Current Methods I. Kobyzev S. Prince Marcus A. Brubaker TPM MedIm 19 57 0 25 Aug 2019
Planning Beyond the Sensing Horizon Using a Learned Context M. Everett Justin Miller Jonathan P. How 24 15 0 24 Aug 2019
SEAL: Semi-supervised Adversarial Active Learning on Attributed Graphs Yayong Li Jie Yin Ling-Hao Chen 27 29 0 22 Aug 2019
Effects of Blur and Deblurring to Visual Object Tracking Qing Guo Wei Feng Zhihao Chen Ruijun Gao Liang Wan Song Wang 002 31 6 0 21 Aug 2019
Generalization in Generative Adversarial Networks: A Novel Perspective from Privacy Protection Bingzhe Wu Shiwan Zhao Chaochao Chen Haoyang Xu Li Wang Xiaolu Zhang Guangyu Sun Jun Zhou 30 45 0 21 Aug 2019
Preserving Semantic and Temporal Consistency for Unpaired Video-to-Video Translation Kwanyong Park Sanghyun Woo Dahun Kim Donghyeon Cho In So Kweon VGen 33 39 0 21 Aug 2019
Image Synthesis From Reconfigurable Layout and Style Wei Sun Tianfu Wu 27 140 0 20 Aug 2019