Consistency Regularization for Generative Adversarial Networks

26 October 2019

Papers citing "Consistency Regularization for Generative Adversarial Networks"

50 / 153 papers shown

Title
An Empirical Study of the Effects of Sample-Mixing Methods for Efficient Training of Generative Adversarial Networks M. Takamoto Yusuke Morishita AAML 19 1 0 08 Apr 2021
Regularizing Generative Adversarial Networks under Limited Data Hung-Yu Tseng Lu Jiang Ce Liu Ming-Hsuan Yang Weilong Yang GAN 35 142 0 07 Apr 2021
Generalization of GANs and overparameterized models under Lipschitz continuity Khoat Than Nghia D. Vu AI4CE 25 2 0 06 Apr 2021
Partition-Guided GANs Mohammadreza Armandpour A. Sadeghian Chunyuan Li Mingyuan Zhou GAN 30 19 0 02 Apr 2021
ReMix: Towards Image-to-Image Translation with Limited Data Jie Cao Luanxuan Hou Ming-Hsuan Yang Ran He Zhenan Sun 29 24 0 31 Mar 2021
Dual Contrastive Loss and Attention for GANs Ning Yu Guilin Liu Aysegül Dündar Andrew Tao Bryan Catanzaro Larry S. Davis Mario Fritz GAN 34 60 0 31 Mar 2021
Continuous Conditional Generative Adversarial Networks (cGAN) with Generator Regularization Yufeng Zheng Yunkai Zhang Zeyu Zheng GAN 18 9 0 27 Mar 2021
Training GANs with Stronger Augmentations via Contrastive Discriminator Jongheon Jeong Jinwoo Shin 30 65 0 17 Mar 2021
Consistency Regularization for Adversarial Robustness Jihoon Tack Sihyun Yu Jongheon Jeong Minseon Kim Sung Ju Hwang Jinwoo Shin AAML 41 57 0 08 Mar 2021
Data-Efficient GAN Training Beyond (Just) Augmentations: A Lottery Ticket Perspective Tianlong Chen Yu Cheng Zhe Gan Jingjing Liu Zhangyang Wang 25 49 0 28 Feb 2021
TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up Yi Ding Shiyu Chang Zhangyang Wang ViT 29 382 0 14 Feb 2021
Functional Space Analysis of Local GAN Convergence Valentin Khrulkov Artem Babenko Ivan Oseledets 36 6 0 08 Feb 2021
PConv: Simple yet Effective Convolutional Layer for Generative Adversarial Network Seung Park Yoon-Jae Yeo Y. Shin 31 20 0 19 Jan 2021
DuelGAN: A Duel Between Two Discriminators Stabilizes the GAN Training Jiaheng Wei Minghao Liu Jiahao Luo Andrew Zhu James Davis Yang Liu GAN 69 11 0 19 Jan 2021
Cross-Modal Contrastive Learning for Text-to-Image Generation Han Zhang Jing Yu Koh Jason Baldridge Honglak Lee Yinfei Yang GAN 22 355 0 12 Jan 2021
Robust Learning by Self-Transition for Handling Noisy Labels Hwanjun Song Minseok Kim Dongmin Park Yooju Shin Jae-Gil Lee NoLa 13 40 0 08 Dec 2020
Data InStance Prior (DISP) in Generative Adversarial Networks Puneet Mangla Nupur Kumari M. Singh Balaji Krishnamurthy V. Balasubramanian GAN 22 10 0 08 Dec 2020
Overcoming Barriers to Data Sharing with Medical Image Generation: A Comprehensive Evaluation August DuMont Schütte J. Hetzel S. Gatidis Tobias Hepp Benedikt Dietz Stefan Bauer Patrick Schwab MedIm 32 68 0 29 Nov 2020
Leveraging Regular Fundus Images for Training UWF Fundus Diagnosis Models via Adversarial Learning and Pseudo-Labeling Lie Ju Xin Wang Xin Zhao Paul Bonnington Tom Drummond Zongyuan Ge GAN MedIm 27 40 0 27 Nov 2020
Omni-GAN: On the Secrets of cGANs and Beyond P. Zhou Lingxi Xie Bingbing Ni Cong Geng Qi Tian GAN 35 22 0 26 Nov 2020
Continuous Conditional Generative Adversarial Networks: Novel Empirical Losses and Label Input Mechanisms Xin Ding Student Member Ieee Yongwei Wang Zuheng Xu William J. Welch F. I. Z. Jane Wang GAN VLM 40 27 0 15 Nov 2020
LT-GAN: Self-Supervised GAN with Latent Transformation Detection Parth Patel Nupur Kumari M. Singh Balaji Krishnamurthy 19 19 0 19 Oct 2020
On the Guaranteed Almost Equivalence between Imitation Learning from Observation and Demonstration Zhihao Cheng Liu Liu Aishan Liu Hao Sun Meng Fang Dacheng Tao 12 8 0 16 Oct 2020
Learning Manifold Implicitly via Explicit Heat-Kernel Learning Yufan Zhou Changyou Chen Jinhui Xu 14 8 0 05 Oct 2020
A Systematic Survey of Regularization and Normalization in GANs Ziqiang Li Muhammad Usman Rentuo Tao Pengfei Xia Xintian Wu Huanhuan Chen Bin Li 27 50 0 19 Aug 2020
Learning Temporally Invariant and Localizable Features via Data Augmentation for Video Recognition Taeoh Kim Hyeongmin Lee Myeongah Cho Hankook Lee Dong Heon Cho Sangyoun Lee 33 24 0 13 Aug 2020
Lessons Learned from the Training of GANs on Artificial Datasets Shichang Tang 19 18 0 13 Jul 2020
ContraGAN: Contrastive Learning for Conditional Image Generation Minguk Kang Jaesik Park GAN 33 2 0 23 Jun 2020
Fast Mixing of Multi-Scale Langevin Dynamics under the Manifold Hypothesis Adam Block Youssef Mroueh Alexander Rakhlin Jerret Ross 17 16 0 19 Jun 2020
Differentiable Augmentation for Data-Efficient GAN Training Shengyu Zhao Zhijian Liu Ji Lin Jun-Yan Zhu Song Han 59 600 0 18 Jun 2020
AlphaGAN: Fully Differentiable Architecture Search for Generative Adversarial Networks Yuesong Tian Li Shen Li Shen Guinan Su Zhifeng Li Wei Liu GAN 31 32 0 16 Jun 2020
The Bures Metric for Generative Adversarial Networks Hannes De Meulemeester J. Schreurs Michaël Fanuel B. De Moor Johan A. K. Suykens GAN 11 5 0 16 Jun 2020
Training Generative Adversarial Networks with Limited Data Tero Karras M. Aittala Janne Hellsten S. Laine J. Lehtinen Timo Aila GAN 78 1,856 0 11 Jun 2020
An Overview of Deep Semi-Supervised Learning Yassine Ouali C´eline Hudelot Myriam Tami SSL HAI 27 294 0 09 Jun 2020
Image Augmentations for GAN Training Zhengli Zhao Zizhao Zhang Ting-Li Chen Sameer Singh Han Zhang 19 137 0 04 Jun 2020
Regularization Methods for Generative Adversarial Networks: An Overview of Recent Studies Minhyeok Lee Junhee Seok GAN 27 25 0 19 May 2020
Noise Homogenization via Multi-Channel Wavelet Filtering for High-Fidelity Sample Generation in GANs Shaoning Zeng Bob Zhang DiffM 8 2 0 14 May 2020
Group Equivariant Generative Adversarial Networks Neel Dey Antong Chen S. Ghafurian GAN 30 33 0 04 May 2020
Attentive Normalization for Conditional Image Generation Yi Wang Ying-Cong Chen Xinming Zhang Jian Sun Jiaya Jia GAN 38 34 0 08 Apr 2020
Feature Quantization Improves GAN Training Yang Zhao Chunyuan Li Ping Yu Jianfeng Gao Changyou Chen MQ 12 47 0 05 Apr 2020
Bridge the Domain Gap Between Ultra-wide-field and Traditional Fundus Images via Adversarial Domain Adaptation Lie Ju Xin Wang Quan-Gen Zhou Hu Zhu Mehrtash Harandi Paul Bonnington Tom Drummond Zongyuan Ge MedIm 6 7 0 23 Mar 2020
Domain Adaptive Ensemble Learning Kaiyang Zhou Yongxin Yang Yu Qiao Tao Xiang OOD 137 273 0 16 Mar 2020
Augmented Cyclic Consistency Regularization for Unpaired Image-to-Image Translation Takehiko Ohkawa Naoto Inoue Hirokatsu Kataoka Nakamasa Inoue 27 6 0 29 Feb 2020
A U-Net Based Discriminator for Generative Adversarial Networks Edgar Schönfeld Bernt Schiele Anna Khoreva GAN 30 291 0 28 Feb 2020
Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs Sangwoo Mo Minsu Cho Jinwoo Shin 30 212 0 25 Feb 2020
Top-k Training of GANs: Improving GAN Performance by Throwing Away Bad Samples Samarth Sinha Zhengli Zhao Anirudh Goyal Colin Raffel Augustus Odena 27 7 0 14 Feb 2020
Improved Consistency Regularization for GANs Zhengli Zhao Sameer Singh Honglak Lee Zizhao Zhang Augustus Odena Han Zhang 32 153 0 11 Feb 2020
cGANs with Multi-Hinge Loss Ilya Kavalerov W. Czaja Rama Chellappa GAN AI4CE 25 23 0 09 Dec 2019
KernelNet: A Data-Dependent Kernel Parameterization for Deep Generative Modeling Yufan Zhou Changyou Chen Jinhui Xu 6 2 0 02 Dec 2019
Small-GAN: Speeding Up GAN Training Using Core-sets Samarth Sinha Hang Zhang Anirudh Goyal Yoshua Bengio Hugo Larochelle Augustus Odena GAN 38 72 0 29 Oct 2019