Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 4,102 papers shown

Title
Sketch Your Own GAN Sheng-Yu Wang David Bau Jun-Yan Zhu GAN 94 73 0 05 Aug 2021
Parallelized Reverse Curriculum Generation Zih-Yun Chiu Yi-Lin Tuan Hung-yi Lee Li-Chen Fu 39 1 0 04 Aug 2021
Combining Attention with Flow for Person Image Synthesis Yurui Ren Yubo Wu Thomas H. Li Sha Liu Ge Li 3DH 57 19 0 04 Aug 2021
The Devil is in the GAN: Backdoor Attacks and Defenses in Deep Generative Models Ambrish Rawat Killian Levacher M. Sinn AAML 105 14 0 03 Aug 2021
SPG-VTON: Semantic Prediction Guidance for Multi-pose Virtual Try-on Bingwen Hu Ping Liu Zhedong Zheng Mingwu Ren 3DH 78 26 0 03 Aug 2021
A Benchmarking Initiative for Audio-Domain Music Generation Using the Freesound Loop Dataset Tun-Min Hung Bo-Yu Chen Yen-Tung Yeh Yi-Hsuan Yang 53 12 0 03 Aug 2021
Cycle-Consistent Inverse GAN for Text-to-Image Synthesis Hao Wang Guosheng Lin Guosheng Lin Chunyan Miao 96 48 0 03 Aug 2021
DarkGAN: Exploiting Knowledge Distillation for Comprehensible Audio Synthesis with GANs J. Nistal Stefan Lattner G. Richard 74 9 0 03 Aug 2021
PSA-GAN: Progressive Self Attention GANs for Synthetic Time Series Paul Jeha Michael Bohlke-Schneider Pedro Mercado Shubham Kapoor Rajbir-Singh Nirwan Valentin Flunkert Jan Gasthaus Tim Januschowski AI4TS 110 51 0 02 Aug 2021
Synthetic flow-based cryptomining attack generation through Generative Adversarial Networks Alberto Mozo Ángel González-Prieto Antonio Agustin Pastor Perales Sandra Gómez Canaval Edgar Talavera 94 24 0 30 Jul 2021
Physics-informed Guided Disentanglement in Generative Networks Fabio Pizzati Pietro Cerri Raoul de Charette PINN DRL 94 13 0 29 Jul 2021
Swap-Free Fat-Water Separation in Dixon MRI using Conditional Generative Adversarial Networks Nicolas Basty M. Thanaj M. Cule E. Sorokin Yi Liu Julie Dee Bell E. Thomas Brandon Whitcher MedIm 66 10 0 29 Jul 2021
Video Generation from Text Employing Latent Path Construction for Temporal Modeling Amir Mazaheri M. Shah 70 8 0 29 Jul 2021
CRD-CGAN: Category-Consistent and Relativistic Constraints for Diverse Text-to-Image Generation Tao Hu Chengjiang Long Chunxia Xiao GAN 117 16 0 28 Jul 2021
Adversarial Unsupervised Domain Adaptation with Conditional and Label Shift: Infer, Align and Iterate Xiaofeng Liu Zhenhua Guo Site Li Fangxu Xing J. You C.-C. Jay Kuo Xiaofeng Liu Jonghye Woo 123 74 0 28 Jul 2021
Unsupervised Monocular Depth Estimation in Highly Complex Environments Chaoqiang Zhao Yang Tang Qiyu Sun MDE 81 45 0 28 Jul 2021
Belief Propagation as Diffusion Yael Fregier 54 12 0 26 Jul 2021
Synthetic Periocular Iris PAI from a Small Set of Near-Infrared-Images J. Maureira Juan Tapia Claudia Arellano Christoph Busch CVBM 24 2 0 26 Jul 2021
Generative adversarial networks in time series: A survey and taxonomy Eoin Brophy Zhengwei Wang Qi She Tomas E. Ward EGVM AI4TS 76 57 0 23 Jul 2021
Unrealistic Feature Suppression for Generative Adversarial Networks Sanghun Kim Seungkyu Lee GAN 21 1 0 23 Jul 2021
RewriteNet: Reliable Scene Text Editing with Implicit Decomposition of Text Contents and Styles Junyeop Lee Yoonsik Kim Seonghyeon Kim Moonbin Yim Seung Shin Gayoung Lee Sungrae Park DiffM 30 10 0 23 Jul 2021
Black-Box Diagnosis and Calibration on GAN Intra-Mode Collapse: A Pilot Study Zhenyu Wu Zhaowen Wang Ye Yuan Jianming Zhang Zhangyang Wang Hailin Jin 70 5 0 23 Jul 2021
Human Pose Transfer with Augmented Disentangled Feature Consistency Kun Wu Chengxiang Yin Zhengping Che Bo Jiang Jian Tang Zheng Guan Gangyi Ding 92 2 0 23 Jul 2021
LARGE: Latent-Based Regression through GAN Semantics Yotam Nitzan Rinon Gal Ofir Brenner Daniel Cohen-Or GAN 55 26 0 22 Jul 2021
Regularising Inverse Problems with Generative Machine Learning Models Margaret Duff Neill D. F. Campbell Matthias Joachim Ehrhardt GAN MedIm 67 38 0 22 Jul 2021
3D Shape Generation with Grid-based Implicit Functions Moritz Ibing I. Lim Leif Kobbelt 80 59 0 22 Jul 2021
Generative Models for Security: Attacks, Defenses, and Opportunities L. A. Bauer Vincent Bindschaedler 106 4 0 21 Jul 2021
Conditional GANs with Auxiliary Discriminative Classifier Liang Hou Qi Cao Huawei Shen Siyuan Pan Xiaoshuang Li Xueqi Cheng GAN 57 35 0 21 Jul 2021
Data synthesis and adversarial networks: A review and meta-analysis in cancer imaging Richard Osuala Kaisar Kushibar Lidia Garrucho Akis Linardos Zuzanna Szafranowska Stefan Klein Ben Glocker Oliver Díaz Karim Lekadir MedIm 104 45 0 20 Jul 2021
Establishing process-structure linkages using Generative Adversarial Networks Mohammad Safiuddin CH Likith Reddy Ganesh Vasantada Chjns Harsha Srinu Gangolu GAN AI4CE 16 0 0 20 Jul 2021
FoleyGAN: Visually Guided Generative Adversarial Network-Based Synchronous Sound Generation in Silent Videos Sanchita Ghose John J. Prevost GAN 59 26 0 20 Jul 2021
GenRadar: Self-supervised Probabilistic Camera Synthesis based on Radar Frequencies Carsten Ditzel Klaus C. J. Dietmayer 49 3 0 19 Jul 2021
CETransformer: Casual Effect Estimation via Transformer Based Representation Learning Zhenyu Guo Shuai Zheng Zhizhe Liu Kun Yan Zhenfeng Zhu CML 58 16 0 19 Jul 2021
Generative Adversarial Neural Cellular Automata Maximilian Otte Quentin Delfosse Johannes Czech Kristian Kersting GAN 108 5 0 19 Jul 2021
Hierarchical Reinforcement Learning with Optimal Level Synchronization based on a Deep Generative Model JaeYoon Kim Junyu Xuan Christy Jie Liang F. Hussain 24 0 0 17 Jul 2021
Mediated Uncoupled Learning: Learning Functions without Direct Input-output Correspondences Ikko Yamane Junya Honda Florian Yger Masashi Sugiyama SSL FedML OOD 52 1 0 16 Jul 2021
Measuring Fairness in Generative Models Christopher T. H. Teo Ngai-Man Cheung SyDa 65 26 0 16 Jul 2021
Generative Adversarial Learning via Kernel Density Discrimination Abdelhak Lemkhenter Adam Bielski Alp Eren Sari Paolo Favaro GAN 53 0 0 13 Jul 2021
Lifelong Mixture of Variational Autoencoders Fei Ye A. Bors DRL 45 27 0 09 Jul 2021
Lifelong Teacher-Student Network Learning Fei Ye A. Bors CLL 58 45 0 09 Jul 2021
Diverse Video Generation using a Gaussian Process Trigger Gaurav Shrivastava Abhinav Shrivastava VGen 38 21 0 09 Jul 2021
ViTGAN: Training GANs with Vision Transformers Kwonjoon Lee Huiwen Chang Lu Jiang Han Zhang Zhuowen Tu Ce Liu ViT 99 186 0 09 Jul 2021
Deep Image Synthesis from Intuitive User Input: A Review and Perspectives Yuan Xue Yuanchen Guo Han Zhang Tao Xu Song-Hai Zhang Xiaolei Huang EGVM 3DV 74 22 0 09 Jul 2021
TGHop: An Explainable, Efficient and Lightweight Method for Texture Generation Xuejing Lei Ganning Zhao Kaitai Zhang C.-C. Jay Kuo 71 16 0 08 Jul 2021
FBC-GAN: Diverse and Flexible Image Synthesis via Foreground-Background Composition Kaiwen Cui Gong-Duo Zhang Fangneng Zhan Jiaxing Huang Shijian Lu 42 5 0 07 Jul 2021
Structured Denoising Diffusion Models in Discrete State-Spaces Jacob Austin Daniel D. Johnson Jonathan Ho Daniel Tarlow Rianne van den Berg DiffM 279 950 0 07 Jul 2021
DTGAN: Differential Private Training for Tabular GANs A. Kunar Robert Birke Zilong Zhao L. Chen 63 11 0 06 Jul 2021
Improving Text-to-Image Synthesis Using Contrastive Learning Hui Ye Xiulong Yang Martin Takáč Rajshekhar Sunderraman Shihao Ji 115 83 0 06 Jul 2021
On The Distribution of Penultimate Activations of Classification Networks Minkyo Seo Yoonho Lee Suha Kwak UQCV 49 4 0 05 Jul 2021
Automating Generative Deep Learning for Artistic Purposes: Challenges and Opportunities Sebastian Berns Terence Broad Christian Guckelsberger S. Colton AI4CE 23 8 0 05 Jul 2021