Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 3,414 papers shown

Title
A Survey on GANs for Anomaly Detection Federico Di Mattia P. Galeone M. D. Simoni Emanuele Ghelfi 14 123 0 27 Jun 2019
Curriculum Learning for Deep Generative Models with Clustering Deli Zhao Jiapeng Zhu Zhenfang Guo Bo Zhang GNN 28 1 0 27 Jun 2019
Reconstructing Perceived Images from Brain Activity by Visually-guided Cognitive Representation and Adversarial Learning Ziqi Ren Jie Li Xuetong Xue Xin Li Fan Yang Zhicheng Jiao Xinbo Gao GAN DiffM 26 12 0 27 Jun 2019
AGAN: Towards Automated Design of Generative Adversarial Networks Hanchao Wang Jun Huan GAN AI4CE 19 37 0 25 Jun 2019
Exploring Self-Supervised Regularization for Supervised and Semi-Supervised Learning Phi Vu Tran SSL 14 16 0 25 Jun 2019
Perceptual Generative Autoencoders Zijun Zhang Ruixiang Zhang Zongpeng Li Yoshua Bengio Liam Paull DRL GAN 28 28 0 25 Jun 2019
GANalyze: Toward Visual Definitions of Cognitive Image Properties L. Goetschalckx A. Andonian A. Oliva Phillip Isola FAtt GAN 19 313 0 24 Jun 2019
Bias Correction of Learned Generative Models using Likelihood-Free Importance Weighting Aditya Grover Jiaming Song Alekh Agarwal Kenneth Tran Ashish Kapoor Eric Horvitz Stefano Ermon 26 123 0 23 Jun 2019
A Cyclically-Trained Adversarial Network for Invariant Representation Learning Jiawei Chen Janusz Konrad Prakash Ishwar AAML GAN OOD 6 8 0 21 Jun 2019
Exploring Model-based Planning with Policy Networks Tingwu Wang Jimmy Ba 42 147 0 20 Jun 2019
Learning Generalized Transformation Equivariant Representations via Autoencoding Transformations Guo-Jun Qi Liheng Zhang Tianlin Li OOD 33 39 0 19 Jun 2019
Trade-offs and Guarantees of Adversarial Representation Learning for Information Obfuscation Han Zhao Jianfeng Chi Yuan Tian Geoffrey J. Gordon MIACV 24 2 0 19 Jun 2019
Domain Adaptation for Enterprise Email Search Brandon Tran Maryam Karimzadehgan Rama Kumar Pasumarthi Michael Bendersky Donald Metzler 32 23 0 19 Jun 2019
Poisoning Attacks with Generative Adversarial Nets Luis Muñoz-González Bjarne Pfitzner Matteo Russo Javier Carnerero-Cano Emil C. Lupu AAML 21 63 0 18 Jun 2019
Linear Lower Bounds and Conditioning of Differentiable Games Adam Ibrahim Waïss Azizian Gauthier Gidel Ioannis Mitliagkas 31 10 0 17 Jun 2019
Learning Part Generation and Assembly for Structure-aware Shape Synthesis Jun Li Chengjie Niu Kai Xu 3DPC 22 75 0 16 Jun 2019
Membership Privacy for Machine Learning Models Through Knowledge Transfer Virat Shejwalkar Amir Houmansadr 22 10 0 15 Jun 2019
Fast Task Inference with Variational Intrinsic Successor Features Steven Hansen Will Dabney André Barreto T. Wiele David Warde-Farley Volodymyr Mnih BDL 44 151 0 12 Jun 2019
Synthesizing Diverse Lung Nodules Wherever Massively: 3D Multi-Conditional GAN-based CT Image Augmentation for Object Detection Changhee Han Yoshiro Kitamura Akira Kudo Akimichi Ichinose L. Rundo Yujiro Furukawa Kazuki Umemoto Yuanzhong Li Hideki Nakayama MedIm 24 116 0 12 Jun 2019
Synthesizing 3D Shapes from Silhouette Image Collections using Multi-projection Generative Adversarial Networks Xiao Li Yue Dong Pieter Peers Xin Tong GAN 27 33 0 10 Jun 2019
A gradual, semi-discrete approach to generative network training via explicit Wasserstein minimization Yucheng Chen Matus Telgarsky Chao Zhang Bolton Bailey Daniel J. Hsu Jian-wei Peng GAN OT 16 17 0 08 Jun 2019
Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy Zhengwei Wang Qi She T. Ward MedIm EGVM 29 90 0 04 Jun 2019
Example-Guided Style Consistent Image Synthesis from Semantic Labeling Miao Wang Guo-Ye Yang Ruilong Li Runze Liang Song-Hai Zhang P. Hall Shimin Hu GAN 24 86 0 04 Jun 2019
GazeCorrection:Self-Guided Eye Manipulation in the wild using Self-Supervised Generative Adversarial Networks Jichao Zhang Meng Sun Jingjing Chen Hao Tang Yan Yan Xueying Qin N. Sebe 26 5 0 03 Jun 2019
Generating Diverse High-Fidelity Images with VQ-VAE-2 Ali Razavi Aaron van den Oord Oriol Vinyals DRL BDL 51 1,776 0 02 Jun 2019
Combining Noise-to-Image and Image-to-Image GANs: Brain MR Image Augmentation for Tumor Detection Changhee Han L. Rundo Ryosuke Araki Yudai Nagano Yujiro Furukawa G. Mauri Hideki Nakayama Hideaki Hayashi MedIm 21 157 0 31 May 2019
Adversarial Sub-sequence for Text Generation Xingyuan Chen Yanzhe Li Peng Jin Jiuhua Zhang Xinyu Dai Jiajun Chen Gang Song GAN 35 5 0 30 May 2019
GraphNVP: An Invertible Flow Model for Generating Molecular Graphs Kaushalya Madhawa Katushiko Ishiguro Kosuke Nakago Motoki Abe BDL 22 189 0 28 May 2019
JGAN: A Joint Formulation of GAN for Synthesizing Images and Labels Minje Park VLM GAN 32 3 0 28 May 2019
Revisiting Stochastic Extragradient Konstantin Mishchenko D. Kovalev Egor Shulgin Peter Richtárik Yura Malitsky 14 66 0 27 May 2019
The Shape of Data: Intrinsic Distance for Data Distributions Anton Tsitsulin Marina Munkhoeva Davide Mottin Panagiotis Karras A. Bronstein Ivan Oseledets Emmanuel Müller 23 52 0 27 May 2019
Augmenting correlation structures in spatial data using deep generative models Konstantin Klemmer Adriano Soares Koshiyama Sebastian Flennerhag 35 21 0 23 May 2019
Augmenting Physiological Time Series Data: A Case Study for Sleep Apnea Detection K. Nikolaidis Stein Kristiansen V. Goebel T. Plagemann Knut Liestøl Mohan S. Kankanhalli AI4TS 22 22 0 22 May 2019
Semi-Supervised Learning with Scarce Annotations Sylvestre-Alvise Rebuffi Sébastien Ehrhardt Kai Han Andrea Vedaldi Andrew Zisserman SSL 24 49 0 21 May 2019
LiDAR Sensor modeling and Data augmentation with GANs for Autonomous driving Ahmad El-Sallab Ibrahim Sobh Mohamed Zahran Nader Essam 3DPC 36 45 0 17 May 2019
Non-Parametric Priors For Generative Adversarial Networks Rajhans Singh Pavan Turaga Suren Jayasuriya Ravi Garg M. Braun GAN 21 13 0 16 May 2019
Deep Compressed Sensing Yan Wu Mihaela Rosca Timothy Lillicrap GAN 30 162 0 16 May 2019
3D Point Cloud Generative Adversarial Network Based on Tree Structured Graph Convolutions Dong Wook Shu Sung Woo Park Junseok Kwon 3DPC 40 279 0 15 May 2019
3D Semantic Scene Completion from a Single Depth Image using Adversarial Training Yueh-Tung Chen Martin Garbade Juergen Gall 3DPC GAN 6 19 0 15 May 2019
Dilated Spatial Generative Adversarial Networks for Ergodic Image Generation Cyprien Ruffino Romain Hérault E. Laloy Gilles Gasso GAN 9 1 0 15 May 2019
Learning Generative Models across Incomparable Spaces Charlotte Bunne David Alvarez-Melis Andreas Krause Stefanie Jegelka GAN 25 112 0 14 May 2019
Expression Conditional GAN for Facial Expression-to-Expression Translation Hao Tang Wei Wang Songsong Wu Xinya Chen Dan Xu N. Sebe Yan Yan CVBM 22 20 0 14 May 2019
Enforcing Statistical Constraints in Generative Adversarial Networks for Modeling Chaotic Dynamical Systems Jin-Long Wu K. Kashinath A. Albert D. Chirila P. Prabhat Heng Xiao AI4CE 17 133 0 13 May 2019
Differentiable Game Mechanics Alistair Letcher David Balduzzi S. Racanière James Martens Jakob N. Foerster K. Tuyls T. Graepel 42 79 0 13 May 2019
Synthetic-Neuroscore: Using A Neuro-AI Interface for Evaluating Generative Adversarial Networks Zhengwei Wang Qi She Alan F. Smeaton T. Ward Graham Healy EGVM 21 11 0 10 May 2019
Interactive Image Generation Using Scene Graphs Gaurav Mittal Shubham Agrawal Anuva Agarwal Sushant Mehta Tanya Marwah GNN 30 53 0 09 May 2019
Automatic Video Colorization using 3D Conditional Generative Adversarial Networks Panagiotis Kouzouglidis Giorgos Sfikas Christophoros Nikou GAN 21 17 0 08 May 2019
Adversarial Variational Embedding for Robust Semi-supervised Learning Xiang Zhang Lina Yao Feng Yuan DRL GAN 30 42 0 07 May 2019
Towards Instance-level Image-to-Image Translation Zhiqiang Shen Mingyang Huang Jianping Shi Xiangyang Xue Thomas Huang 36 102 0 05 May 2019
PasteGAN: A Semi-Parametric Method to Generate Image from Scene Graph Yikang Li Tao Ma Yeqi Bai Nan Duan Sining Wei Xiaogang Wang 28 93 0 05 May 2019