Generative Adversarial Networks

1 March 2022

Papers citing "Generative Adversarial Networks"

50 / 8,324 papers shown

Title
Optimization Problems for Machine Learning: A Survey Claudio Gambella Bissan Ghaddar Joe Naoum-Sawaya AI4CE 152 181 0 16 Jan 2019
MRI to CT Translation with GANs B. Kaiser Shadi Albarqouni MedIm 21 13 0 16 Jan 2019
Sensorimotor learning for artificial body perception German Diez-Valencia Takuya Ohashi Pablo Lanillos G. Cheng SSL 42 4 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 89 788 0 15 Jan 2019
Learning Shared Semantic Space with Correlation Alignment for Cross-modal Event Retrieval Zhenguo Yang Zehang Lin Peipei Kang Jianming Lv Qing Li Wenyin Liu 3DPC 100 26 0 14 Jan 2019
DeepFlash: Turning a Flash Selfie into a Studio Portrait N. Capece Francesco Banterle Paolo Cignoni F. Ganovelli Roberto Scopigno U. Erra 132 22 0 14 Jan 2019
Generating Adversarial Perturbation with Root Mean Square Gradient Yatie Xiao Chi-Man Pun Jizhe Zhou GAN 46 1 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 76 50 0 11 Jan 2019
Data Augmentation of Room Classifiers using Generative Adversarial Networks C. Papayiannis C. Evers Patrick A. Naylor 126 1 0 10 Jan 2019
A witness function based construction of discriminative models using Hermite polynomials H. Mhaskar A. Cloninger Xiuyuan Cheng 158 9 0 10 Jan 2019
Detecting Overfitting of Deep Generative Networks via Latent Recovery Ryan Webster Julien Rabin Loïc Simon F. Jurie GAN 89 99 0 09 Jan 2019
GILT: Generating Images from Long Text Ori Bar El Ori Licht Netanel Yosephian CoGe 56 10 0 08 Jan 2019
Unpaired Pose Guided Human Image Generation Xu Chen Mingli Song Otmar Hilliges GAN 3DH 79 18 0 08 Jan 2019
Interpretable BoW Networks for Adversarial Example Detection Krishna Kanth Nakka Mathieu Salzmann GAN AAML 40 0 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 80 88 0 07 Jan 2019
Blind Motion Deblurring with Cycle Generative Adversarial Networks Quan Yuan Junxia Li Lingwei Zhang Zhefu Wu Guangyu Liu GAN 58 19 0 07 Jan 2019
Iris Recognition with Image Segmentation Employing Retrained Off-the-Shelf Deep Neural Networks Daniel Kerrigan Mateusz Trokielewicz A. Czajka Kevin W. Bowyer CVBM 58 30 0 04 Jan 2019
Vehicle Re-Identification: an Efficient Baseline Using Triplet Embedding Ratnesh Kumar Edwin Weill Farzin Aghdasi P. Sriram 117 130 0 04 Jan 2019
On Finding Local Nash Equilibria (and Only Local Nash Equilibria) in Zero-Sum Games Eric V. Mazumdar Michael I. Jordan S. Shankar Sastry 117 120 0 03 Jan 2019
Flow Based Self-supervised Pixel Embedding for Image Segmentation B. Ma Shubao Liu Yin-Cong Zhi Qi Song SSL MDE 47 1 0 02 Jan 2019
Personal Universes: A Solution to the Multi-Agent Value Alignment Problem Roman V. Yampolskiy 86 13 0 01 Jan 2019
A Noise-Sensitivity-Analysis-Based Test Prioritization Technique for Deep Neural Networks Long Zhang Xuechao Sun Yong Li Zhenyu Zhang AAML 53 22 0 01 Jan 2019
Training with the Invisibles: Obfuscating Images to Share Safely for Learning Visual Recognition Models Tae-Hoon Kim Dongmin Kang K. Pulli Jonghyun Choi 79 14 0 01 Jan 2019
Fast Perceptual Image Enhancement Etienne de Stoutz Andrey D. Ignatov Nikolay Kobyshev Radu Timofte Luc Van Gool 46 19 0 31 Dec 2018
DART: Domain-Adversarial Residual-Transfer Networks for Unsupervised Cross-Domain Image Classification Xianghong Fang Haoli Bai Ziyi Guo Bin Shen Guosheng Lin Zenglin Xu OOD 40 41 0 30 Dec 2018
Artistic Object Recognition by Unsupervised Style Adaptation Christopher Thomas Adriana Kovashka 70 20 0 28 Dec 2018
Divergence Triangle for Joint Training of Generator Model, Energy-based Model, and Inference Model Tian Han Erik Nijkamp Xiaolin Fang Mitch Hill Song-Chun Zhu Ying Nian Wu 101 68 0 28 Dec 2018
Application-driven Privacy-preserving Data Publishing with Correlated Attributes A. Rezaei Chaowei Xiao Jie Gao Yue Liu Sirajum Munir 53 14 0 26 Dec 2018
Improving MMD-GAN Training with Repulsive Loss Function Wei Wang Yuan Sun Saman K. Halgamuge GAN 107 80 0 24 Dec 2018
Image-to-Image Translation via Group-wise Deep Whitening-and-Coloring Transformation Wonwoong Cho Sungha Choi D. Park Inkyu Shin Jaegul Choo 57 133 0 24 Dec 2018
Writer-Aware CNN for Parsimonious HMM-Based Offline Handwritten Chinese Text Recognition Zirui Wang Jun Du Jiaming Wang 57 55 0 24 Dec 2018
Generative Models from the perspective of Continual Learning Timothée Lesort Hugo Caselles-Dupré Michael Garcia Ortiz Andrei Stoian David Filliat VLM DiffM 80 158 0 21 Dec 2018
Fast Approximate Geodesics for Deep Generative Models Nutan Chen Francesco Ferroni Alexej Klushyn A. Paraschos Justin Bayer Patrick van der Smagt DRL 80 31 0 19 Dec 2018
A Tour of Unsupervised Deep Learning for Medical Image Analysis Khalid Raza N. Singh OOD MedIm 90 106 0 19 Dec 2018
Interpretable preference learning: a game theoretic framework for large margin on-line feature and rule learning Mirko Polato F. Aiolli FAtt 27 8 0 19 Dec 2018
Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images Bruno Lecouat Ken Chang Chuan-Sheng Foo Balagopal Unnikrishnan James M. Brown Houssam Zenati Andrew Beers V. Chandrasekhar Jayashree Kalpathy-Cramer Pavitra Krishnaswamy GAN MedIm 52 25 0 19 Dec 2018
Deep Variational Sufficient Dimensionality Reduction Ershad Banijamali Amir-Hossein Karimi A. Ghodsi BDL 31 6 0 18 Dec 2018
Multi-Level Sequence GAN for Group Activity Recognition Harshala Gammulle Akila Pemasiri Sridha Sridharan Clinton Fookes GAN 100 26 0 18 Dec 2018
A Survey of Safety and Trustworthiness of Deep Neural Networks: Verification, Testing, Adversarial Attack and Defence, and Interpretability Xiaowei Huang Daniel Kroening Wenjie Ruan Marta Kwiatkowska Youcheng Sun Emese Thamo Min Wu Xinping Yi AAML 134 51 0 18 Dec 2018
Attending Category Disentangled Global Context for Image Classification Keke Tang Guodong Wei Runnan Chen Jie Zhu Zhaoquan Gu Wenping Wang 42 0 0 17 Dec 2018
Latent Dirichlet Allocation in Generative Adversarial Networks Lili Pan Shen Cheng Jian-Dong Liu Yazhou Ren Zenglin Xu GAN 50 3 0 17 Dec 2018
Defense-VAE: A Fast and Accurate Defense against Adversarial Attacks Xiang Li Shihao Ji AAML 75 26 0 17 Dec 2018
NSCaching: Simple and Efficient Negative Sampling for Knowledge Graph Embedding Yongqi Zhang Quanming Yao Yingxia Shao Lei Chen BDL 108 125 0 16 Dec 2018
Spatial Fusion GAN for Image Synthesis Fangneng Zhan Erik Cambria Shijian Lu 104 150 0 14 Dec 2018
Towards Unsupervised Single-Channel Blind Source Separation using Adversarial Pair Unmix-and-Remix Yedid Hoshen 65 28 0 14 Dec 2018
Combining Deep and Depth: Deep Learning and Face Depth Maps for Driver Attention Monitoring Guido Borghi CVBM 58 4 0 14 Dec 2018
Adversarial Inference for Multi-Sentence Video Description J. S. Park Marcus Rohrbach Trevor Darrell Anna Rohrbach 81 80 0 13 Dec 2018
Iris-GAN: Learning to Generate Realistic Iris Images Using Convolutional GAN Shervin Minaee AmirAli Abdolrashidi GAN VLM 90 31 0 12 Dec 2018
Efficient Super Resolution For Large-Scale Images Using Attentional GAN Harsh Nilesh Pathak Xinxin Li Shervin Minaee Brooke Cowan GAN 67 24 0 12 Dec 2018
Anomaly Generation using Generative Adversarial Networks in Host Based Intrusion Detection M. Salem S. Taheri Jiann-Shiun Yuan 48 41 0 11 Dec 2018