Semi-Supervised Learning with Generative Adversarial Networks

5 June 2016

Papers citing "Semi-Supervised Learning with Generative Adversarial Networks"

39 / 89 papers shown

Title
Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations Shuhao Cui Shuhui Wang Junbao Zhuo Liang Li Qingming Huang Q. Tian 41 359 0 27 Mar 2020
OpenGAN: Open Set Generative Adversarial Networks Luke Ditria Benjamin J. Meyer Tom Drummond VLM AI4CE GAN 41 20 0 18 Mar 2020
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications Jie Gui Zhenan Sun Yonggang Wen Dacheng Tao Jieping Ye EGVM 28 818 0 20 Jan 2020
Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation Hao Tang Dan Xu Yan Yan Philip Torr N. Sebe GAN 23 141 0 27 Dec 2019
Triple Generative Adversarial Networks Chongxuan Li Kun Xu Jiashuo Liu Jun Zhu Bo Zhang GAN 31 41 0 20 Dec 2019
Exploring Unlabeled Faces for Novel Attribute Discovery Hyojin Bahng Sunghyo Chung Seungjoo Yoo Jaegul Choo CVBM 19 12 0 06 Dec 2019
Modeling EEG data distribution with a Wasserstein Generative Adversarial Network to predict RSVP Events Sharaj Panwar P. Rad T. Jung Yufei Huang GAN 37 50 0 11 Nov 2019
Hard-Aware Fashion Attribute Classification Yun Ye Yixin Li Bo Wu Wei Zhang Lingyu Duan Tao Mei AI4TS 27 5 0 25 Jul 2019
Coloring With Limited Data: Few-Shot Colorization via Memory-Augmented Networks Seungjoo Yoo Hyojin Bahng Sunghyo Chung Junsoo Lee Jaehyuk Chang Jaegul Choo VLM MQ 30 122 0 09 Jun 2019
Adversarial Variational Embedding for Robust Semi-supervised Learning Xiang Zhang Lina Yao Feng Yuan DRL GAN 30 42 0 07 May 2019
Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation Hao Tang Dan Xu N. Sebe Yanzhi Wang Jason J. Corso Yan Yan 45 205 0 15 Apr 2019
Gated-GAN: Adversarial Gated Networks for Multi-Collection Style Transfer Xinyuan Chen Chang Xu Xiaokang Yang Li-Na Song Dacheng Tao GAN 24 111 0 04 Apr 2019
High-Fidelity Image Generation With Fewer Labels Mario Lucic Michael Tschannen Marvin Ritter Xiaohua Zhai Olivier Bachem Sylvain Gelly GAN OOD 36 157 0 06 Mar 2019
DC-AL GAN: Pseudoprogression and True Tumor Progression of Glioblastoma Multiform Image Classification Based on DCGAN and AlexNet Meiyu Li Hailiang Tang M. Chan Xiaobo Zhou Xiaohua Qian MedIm AI4CE 28 51 0 16 Feb 2019
AutoGAN: Robust Classifier Against Adversarial Attacks Blerta Lindqvist Shridatt Sugrim R. Izmailov AAML 29 7 0 08 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
Typeface Completion with Generative Adversarial Networks Xin Long Junhyun Lee Yookyung Koh Inyeop Lee Jinhyuk Lee Jaewoo Kang 19 3 0 09 Nov 2018
Discriminator Rejection Sampling S. Azadi Catherine Olsson Trevor Darrell Ian Goodfellow Augustus Odena 27 130 0 16 Oct 2018
Semi-supervised Text Regression with Conditional Generative Adversarial Networks Tao Li Xudong Liu Shihan Su GAN 21 15 0 02 Oct 2018
An empirical study on evaluation metrics of generative adversarial networks Qiantong Xu Gao Huang Yang Yuan Chuan Guo Yu Sun Felix Wu Kilian Q. Weinberger EGVM 27 268 0 19 Jun 2018
AVID: Adversarial Visual Irregularity Detection Mohammad Sabokrou M. PourReza Mohsen Fayyaz R. Entezari M. Fathy Jürgen Gall Ehsan Adeli GAN 16 90 0 24 May 2018
Feature Affinity based Pseudo Labeling for Semi-supervised Person Re-identification Guodong Ding Shanshan Zhang Salman Khan Zhenmin Tang Jian Zhang Fatih Porikli 27 56 0 16 May 2018
Boosting Noise Robustness of Acoustic Model via Deep Adversarial Training B. Liu Shuai Nie Yaping Zhang Dengfeng Ke Shan Liang Wenju Liu 33 25 0 02 May 2018
Path Planning in Support of Smart Mobility Applications using Generative Adversarial Networks M. Mohammadi Ala I. Al-Fuqaha Jun-Seok Oh GAN 13 23 0 23 Apr 2018
Unsupervised and semi-supervised learning with Categorical Generative Adversarial Networks assisted by Wasserstein distance for dermoscopy image Classification Xin Yi Ekta Walia P. Babyn GAN MedIm 30 50 0 10 Apr 2018
One-Class Adversarial Nets for Fraud Detection Panpan Zheng Shuhan Yuan Xintao Wu Jun Yu Li Aidong Lu 27 160 0 05 Mar 2018
Novelty Detection with GAN M. Kliger S. Fleishman 27 57 0 28 Feb 2018
Learning Adversarially Fair and Transferable Representations David Madras Elliot Creager T. Pitassi R. Zemel FaML 233 674 0 17 Feb 2018
Multi-pseudo Regularized Label for Generated Data in Person Re-Identification Y. Huang Jingsong Xu Qiang Wu Zhedong Zheng Zhaoxiang Zhang Jian Zhang GAN 30 112 0 21 Jan 2018
Generative Adversarial Nets for Multiple Text Corpora Baiyang Wang Diego Klabjan AI4CE GAN 40 15 0 25 Dec 2017
Disentangled Variational Auto-Encoder for Semi-supervised Learning Yang Li Quan Pan Suhang Wang Haiyun Peng Tao Yang Min Zhang DRL 21 86 0 15 Sep 2017
Sharpness-aware Low dose CT denoising using conditional generative adversarial network Xin Yi P. Babyn GAN MedIm 28 261 0 22 Aug 2017
Learning Loss Functions for Semi-supervised Learning via Discriminative Adversarial Networks Cicero Nogueira dos Santos Kahini Wadhawan Bowen Zhou GAN 27 30 0 07 Jul 2017
Representation Learning by Rotating Your Faces Luan Tran Xi Yin Xiaoming Liu CVBM GAN 23 140 0 31 May 2017
Triple Generative Adversarial Nets Chongxuan Li T. Xu Jun Zhu Bo Zhang GAN 42 448 0 07 Mar 2017
Loss-Sensitive Generative Adversarial Networks on Lipschitz Densities Guo-Jun Qi GAN 27 349 0 23 Jan 2017
Unsupervised Image-to-Image Translation with Generative Adversarial Networks Hao Dong Paarth Neekhara Chao Wu Yike Guo GAN 23 88 0 10 Jan 2017
Temporal Ensembling for Semi-Supervised Learning S. Laine Timo Aila UQCV 51 2,523 0 07 Oct 2016
Improved Techniques for Training GANs Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen GAN 122 8,927 0 10 Jun 2016