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Consistency Regularization for Generative Adversarial Networks

26 October 2019

Papers citing "Consistency Regularization for Generative Adversarial Networks"

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Title
Improving GANs for Long-Tailed Data through Group Spectral Regularization Harsh Rangwani Naman Jaswani Tejan Karmali Varun Jampani R. Venkatesh Babu 58 21 0 21 Aug 2022
Adaptive Domain Generalization via Online Disagreement Minimization Xinyu Zhang Ying-Cong Chen OOD 89 7 0 03 Aug 2022
Generator Knows What Discriminator Should Learn in Unconditional GANs Gayoung Lee Hyunsung Kim Jae Hyun Kim Seonghyeon Kim Jung-Woo Ha Yunjey Choi 63 13 0 27 Jul 2022
BMD-GAN: Bone mineral density estimation using x-ray image decomposition into projections of bone-segmented quantitative computed tomography using hierarchical learning Yidong Gu Y. Otake Keisuke Uemura Mazen Soufi Masaki Takao Nobuhiko Sugano Yoshinobu Sato 59 5 0 07 Jul 2022
The ArtBench Dataset: Benchmarking Generative Models with Artworks Peiyuan Liao Xiuyu Li Xihui Liu Kurt Keutzer 80 49 0 22 Jun 2022
StudioGAN: A Taxonomy and Benchmark of GANs for Image Synthesis Minguk Kang Joonghyuk Shin Jaesik Park EGVM 68 70 0 19 Jun 2022
Diffusion-GAN: Training GANs with Diffusion Zhendong Wang Huangjie Zheng Pengcheng He Weizhu Chen Mingyuan Zhou DiffM 92 235 0 05 Jun 2022
Augmentation-Aware Self-Supervision for Data-Efficient GAN Training Liang Hou Qi Cao Yige Yuan Songtao Zhao Chongyang Ma Siyuan Pan Pengfei Wan Xiaoshuang Li Huawei Shen Xueqi Cheng 118 7 0 31 May 2022
D3T-GAN: Data-Dependent Domain Transfer GANs for Few-shot Image Generation Xintian Wu Huanyu Wang Yiming Wu Xi Li 65 3 0 12 May 2022
A Closer Look at Few-shot Image Generation Yunqing Zhao Henghui Ding Houjing Huang Ngai-Man Cheung 108 79 0 08 May 2022
The Brazilian Data at Risk in the Age of AI? R. F. D. S. Teixeira R. B. Januzi F. Faria 23 1 0 03 May 2022
Enhancing Mechanical Metamodels with a Generative Model-Based Augmented Training Dataset Hiba Kobeissi S. Mohammadzadeh Emma Lejeune AI4CE 103 15 0 08 Mar 2022
Few Shot Generative Model Adaption via Relaxed Spatial Structural Alignment Jiayu Xiao Liang Li Chaofei Wang Zhengjun Zha Qingming Huang GAN 112 75 0 06 Mar 2022
Image Generation with Self Pixel-wise Normalization Yoon-Jae Yeo M. Sagong Seung Park Sung-Jea Ko Y. Shin DiffM MedIm 46 10 0 26 Jan 2022
vCLIMB: A Novel Video Class Incremental Learning Benchmark Andrés Villa Kumail Alhamoud Juan Carlos León Alcázar Fabian Caba Heilbron Victor Escorcia Guohao Li CLL 151 33 0 23 Jan 2022
A Novel Generator with Auxiliary Branch for Improving GAN Performance Seung-won Park Y. Shin 58 8 0 30 Dec 2021
Manifold Learning Benefits GANs Yao Ni Piotr Koniusz Leonid Sigal Richard Nock GAN 78 16 0 23 Dec 2021
Meta-Learning and Self-Supervised Pretraining for Real World Image Translation Ileana Rugina Rumen Dangovski Mark S. Veillette Pooya Khorrami Brian Cheung Olga Simek M. Soljavcić VLM SSL 78 2 0 22 Dec 2021
Ensembling Off-the-shelf Models for GAN Training Nupur Kumari Richard Y. Zhang Eli Shechtman Jun-Yan Zhu 111 88 0 16 Dec 2021
Tackling the Generative Learning Trilemma with Denoising Diffusion GANs Zhisheng Xiao Karsten Kreis Arash Vahdat DiffM 131 562 0 15 Dec 2021
Feature Statistics Mixing Regularization for Generative Adversarial Networks Junho Kim Yunjey Choi Youngjung Uh TTA 73 17 0 08 Dec 2021
Adaptive Feature Interpolation for Low-Shot Image Generation M. Dai Haibin Hang Xiaoyang Guo GAN 116 14 0 04 Dec 2021
Generative Convolution Layer for Image Generation Seung-won Park Y. Shin 60 12 0 30 Nov 2021
Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data Liming Jiang Bo Dai Wayne Wu Chen Change Loy 137 109 0 12 Nov 2021
Generative Adversarial Network for Probabilistic Forecast of Random Dynamical System K. Yeo Zan Li Wesley M. Gifford SyDa GAN AI4TS AI4CE 108 4 0 04 Nov 2021
Rebooting ACGAN: Auxiliary Classifier GANs with Stable Training Minguk Kang Woohyeon Shim Minsu Cho Jaesik Park GAN 100 112 0 01 Nov 2021
A Unified View of cGANs with and without Classifiers Si-An Chen Chun-Liang Li Hsuan-Tien Lin GAN 59 10 0 01 Nov 2021
GenCo: Generative Co-training for Generative Adversarial Networks with Limited Data Kaiwen Cui Jiaxing Huang Zhipeng Luo Gongjie Zhang Fangneng Zhan Shijian Lu 101 35 0 04 Oct 2021
FICGAN: Facial Identity Controllable GAN for De-identification Yonghyun Jeong Jooyoung Choi Sungwon Kim Youngmin Ro Tae-Hyun Oh Doyeon Kim Heonseok Ha Sungroh Yoon PICV CVBM 78 14 0 02 Oct 2021
Is Attention Better Than Matrix Decomposition? Zhengyang Geng Meng-Hao Guo Hongxu Chen Xia Li Ke Wei Zhouchen Lin 125 142 0 09 Sep 2021
Rethinking Multidimensional Discriminator Output for Generative Adversarial Networks M. Dai Haibin Hang A. Srivastava 58 3 0 08 Sep 2021
Gradient Normalization for Generative Adversarial Networks Yi-Lun Wu Hong-Han Shuai Zhi Rui Tam H. Chiu GAN 96 64 0 06 Sep 2021
Conditional GANs with Auxiliary Discriminative Classifier Liang Hou Qi Cao Huawei Shen Siyuan Pan Xiaoshuang Li Xueqi Cheng GAN 61 35 0 21 Jul 2021
Generative Adversarial Learning via Kernel Density Discrimination Abdelhak Lemkhenter Adam Bielski Alp Eren Sari Paolo Favaro GAN 58 0 0 13 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
Are conditional GANs explicitly conditional? Houssem-eddine Boulahbal A. Voicila Andrew I. Comport GAN 93 1 0 28 Jun 2021
Rethinking Adam: A Twofold Exponential Moving Average Approach Yizhou Wang Yue Kang Can Qin Huan Wang Yi Xu Yulun Zhang Y. Fu ODL 72 7 0 22 Jun 2021
Class Balancing GAN with a Classifier in the Loop Harsh Rangwani Konda Reddy Mopuri R. Venkatesh Babu 48 19 0 17 Jun 2021
Self-Supervised GANs with Label Augmentation Liang Hou Huawei Shen Qi Cao Xueqi Cheng 86 18 0 16 Jun 2021
Dynamically Grown Generative Adversarial Networks Lanlan Liu Yuting Zhang Jia Deng Stefano Soatto AI4CE GAN 63 12 0 16 Jun 2021
Reverse Engineering of Generative Models: Inferring Model Hyperparameters from Generated Images Vishal Asnani Xi Yin Tal Hassner Xiaoming Liu 103 73 0 15 Jun 2021
Improved Transformer for High-Resolution GANs Long Zhao Zizhao Zhang Ting Chen Dimitris N. Metaxas Han Zhang ViT 133 96 0 14 Jun 2021
Data-Efficient Instance Generation from Instance Discrimination Ceyuan Yang Yujun Shen Yinghao Xu Bolei Zhou 104 83 0 08 Jun 2021
F-Drop&Match: GANs with a Dead Zone in the High-Frequency Domain Shin'ya Yamaguchi Sekitoshi Kanai 43 4 0 04 Jun 2021
Consistency Regularization for Variational Auto-Encoders Samarth Sinha Adji Bousso Dieng CML 73 70 0 31 May 2021
Nested Hierarchical Transformer: Towards Accurate, Data-Efficient and Interpretable Visual Understanding Zizhao Zhang Han Zhang Long Zhao Ting Chen Sercan O. Arik Tomas Pfister ViT 102 174 0 26 May 2021
Label Geometry Aware Discriminator for Conditional Generative Networks Suman Sapkota Bidur Khanal Binod Bhattarai Bishesh Khanal Tae-Kyun Kim GAN 141 0 0 12 May 2021
Learning High-Dimensional Distributions with Latent Neural Fokker-Planck Kernels Yufan Zhou Changyou Chen Jinhui Xu 41 2 0 10 May 2021
On Aliased Resizing and Surprising Subtleties in GAN Evaluation Gaurav Parmar Richard Y. Zhang Jun-Yan Zhu EGVM 145 77 0 22 Apr 2021
Quaternion Generative Adversarial Networks Eleonora Grassucci Edoardo Cicero Danilo Comminiello 82 34 0 19 Apr 2021