Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy

4 June 2019

Papers citing "Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy"

42 / 42 papers shown

Title
Advancing Explainable AI Toward Human-Like Intelligence: Forging the Path to Artificial Brain Yongchen Zhou Richard Jiang 24 2 0 07 Feb 2024
Multi-perspective Feedback-attention Coupling Model for Continuous-time Dynamic Graphs Xiaobo Zhu Yan Wu Zhipeng Li Hailong Su Jin Che Zhanheng Chen Liying Wang 19 0 0 13 Dec 2023
Increasing diversity of omni-directional images generated from single image using cGAN based on MLPMixer Atsuya Nakata Ryuto Miyazaki Takao Yamanaka 32 1 0 15 Sep 2023
Physically-admissible polarimetric data augmentation for road-scene analysis Cyprien Ruffino Rachel Blin Samia Ainouz Gilles Gasso Romain Hérault F. Mériaudeau S. Canu 8 3 0 15 Jun 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 25 30,021 0 01 Mar 2022
Neuroplastic graph attention networks for nuclei segmentation in histopathology images Yoav Alon Huiyu Zhou GNN 22 3 0 10 Jan 2022
Advancing biological super-resolution microscopy through deep learning: a brief review Tianjie Yang Yaoru Luo Wei Ji Ge Yang SupR 9 17 0 24 Jun 2021
Synthetic Generation of Three-Dimensional Cancer Cell Models from Histopathological Images Yoav Alon Xiang Yu Huiyu Zhou DiffM 3DV MedIm 10 1 0 26 Jan 2021
Analysis and evaluation of Deep Learning based Super-Resolution algorithms to improve performance in Low-Resolution Face Recognition Angelo G. Menezes SupR CVBM 10 2 0 19 Jan 2021
AVGCN: Trajectory Prediction using Graph Convolutional Networks Guided by Human Attention Congcong Liu Yuying Chen Ming-Yu Liu Bertram E. Shi 13 23 0 14 Jan 2021
Copula Flows for Synthetic Data Generation Sanket Kamthe Samuel A. Assefa M. Deisenroth 67 50 0 03 Jan 2021
Video Generative Adversarial Networks: A Review Nuha Aldausari Arcot Sowmya Nadine Marcus Gelareh Mohammadi EGVM 13 102 0 04 Nov 2020
Exploring DeshuffleGANs in Self-Supervised Generative Adversarial Networks Gulcin Baykal Furkan Ozcelik Gözde B. Ünal 6 14 0 03 Nov 2020
Generative Adversarial Networks in Human Emotion Synthesis:A Review Noushin Hajarolasvadi M. A. Ramírez H. Demirel GAN 9 20 0 28 Oct 2020
Omni-Directional Image Generation from Single Snapshot Image K. Okubo Takao Yamanaka VLM VGen 17 4 0 12 Oct 2020
Conditional Generative Adversarial Networks to Model Urban Outdoor Air Pollution J. Toutouh AI4CE 17 8 0 05 Oct 2020
A Comprehensive Survey of Machine Learning Applied to Radar Signal Processing Ping Lang Xiongjun Fu M. Martorella Jian Dong Rui Qin Xianpeng Meng M. Xie 8 39 0 29 Sep 2020
GANs with Variational Entropy Regularizers: Applications in Mitigating the Mode-Collapse Issue Pirazh Khorramshahi Hossein Souri Ramalingam Chellappa S. Feizi GAN DRL 15 4 0 24 Sep 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 20 79 0 17 Sep 2020
Self-supervised Learning: Generative or Contrastive Xiao Liu Fanjin Zhang Zhenyu Hou Zhaoyu Wang Li Mian Jing Zhang Jie Tang SSL 24 1,586 0 15 Jun 2020
Development of A Stochastic Traffic Environment with Generative Time-Series Models for Improving Generalization Capabilities of Autonomous Driving Agents Anil Öztürk Mustafa Burak Gunel Melih Dal M. U. Yavas N. K. Üre 16 3 0 10 Jun 2020
A Survey on Generative Adversarial Networks: Variants, Applications, and Training Abdul Jabbar Xi Li Bourahla Omar 25 265 0 09 Jun 2020
Foundations and modelling of dynamic networks using Dynamic Graph Neural Networks: A survey Joakim Skarding Bogdan Gabrys Katarzyna Musial AI4CE 14 224 0 13 May 2020
CoMoGCN: Coherent Motion Aware Trajectory Prediction with Graph Representation Y. Chen Congcong Liu Bertram Shi Ming-Yu Liu 11 8 0 02 May 2020
Generative Adversarial Networks (GANs Survey): Challenges, Solutions, and Future Directions Divya Saxena Jiannong Cao AAML AI4CE 8 284 0 30 Apr 2020
IROS 2019 Lifelong Robotic Vision Challenge -- Lifelong Object Recognition Report Qi She Fan Feng Qi Liu Rosa H. M. Chan Xinyue Hao ... Di Xie Yangsheng Xu Lin Yang Qiaoyong Zhong Liguang Zhou 6 2 0 26 Apr 2020
CatNet: Class Incremental 3D ConvNets for Lifelong Egocentric Gesture Recognition Zhengwei Wang Qi She Tejo Chalasani A. Smolic 3DPC SLR 8 15 0 20 Apr 2020
A Hybrid Method for Training Convolutional Neural Networks Vasco Lopes Paulo A. P. Fazendeiro ODL 6 4 0 15 Apr 2020
State of the Art on Neural Rendering A. Tewari Ohad Fried Justus Thies Vincent Sitzmann Stephen Lombardi ... Christian Theobalt Maneesh Agrawala Eli Shechtman Dan B. Goldman Michael Zollhöfer 3DH 3DV 19 466 0 08 Apr 2020
Inspector Gadget: A Data Programming-based Labeling System for Industrial Images Geon Heo Yuji Roh Seonghyeon Hwang Dayun Lee Steven Euijong Whang UQCV 13 7 0 07 Apr 2020
Adaptive Partial Scanning Transmission Electron Microscopy with Reinforcement Learning Jeffrey M. Ede 8 12 0 06 Apr 2020
A Novel Framework for Selection of GANs for an Application Tanya Motwani Manojkumar Somabhai Parmar 13 8 0 20 Feb 2020
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications Jie Gui Zhenan Sun Yonggang Wen Dacheng Tao Jieping Ye EGVM 10 816 0 20 Jan 2020
OpenLORIS-Object: A Robotic Vision Dataset and Benchmark for Lifelong Deep Learning Qi She Fan Feng Xinyue Hao Qihan Yang Chuanlin Lan ... Zhengwei Wang Yao Guo Yimin Zhang Fei Qiao Rosa H. M. Chan VLM 19 76 0 15 Nov 2019
The Six Fronts of the Generative Adversarial Networks Alceu Bissoto Eduardo Valle Sandra Avila GAN AI4CE 14 18 0 29 Oct 2019
A cost-effective method for improving and re-purposing large, pre-trained GANs by fine-tuning their class-embeddings Qi Li Long Mai Michael A. Alcorn Anh Totti Nguyen 6 6 0 10 Oct 2019
A Generative Approach Towards Improved Robotic Detection of Marine Litter Jungseok Hong Michael Fulton Junaed Sattar 11 21 0 10 Oct 2019
Stabilizing Generative Adversarial Networks: A Survey Maciej Wiatrak Stefano V. Albrecht A. Nystrom GAN 17 83 0 30 Sep 2019
Synthetic-Neuroscore: Using A Neuro-AI Interface for Evaluating Generative Adversarial Networks Zhengwei Wang Qi She A. Smeaton T. Ward Graham Healy EGVM 6 11 0 10 May 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,344 0 12 Dec 2018
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 224 3,189 0 30 Oct 2016
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 198 1,327 0 05 Jun 2016