Ensembling Off-the-shelf Models for GAN Training

16 December 2021

Jun-Yan Zhu

Papers citing "Ensembling Off-the-shelf Models for GAN Training"

21 / 71 papers shown

Title
Improving GANs with A Dynamic Discriminator Ceyuan Yang Yujun Shen Yinghao Xu Deli Zhao Bo Dai Bolei Zhou TTA 61 23 0 20 Sep 2022
Exploiting Pre-trained Feature Networks for Generative Adversarial Networks in Audio-domain Loop Generation Yen-Tung Yeh Bo-Yu Chen Yi-Hsuan Yang 42 6 0 05 Sep 2022
Hierarchical Semantic Regularization of Latent Spaces in StyleGANs Tejan Karmali Rishubh Parihar Susmit Agrawal Harsh Rangwani Varun Jampani M. Singh R. Venkatesh Babu 29 11 0 07 Aug 2022
Rewriting Geometric Rules of a GAN Sheng-Yu Wang David Bau Jun-Yan Zhu 40 35 0 28 Jul 2022
Generator Knows What Discriminator Should Learn in Unconditional GANs Gayoung Lee Hyunsung Kim Jae Hyun Kim Seonghyeon Kim Jung-Woo Ha Yunjey Choi 30 13 0 27 Jul 2022
FakeCLR: Exploring Contrastive Learning for Solving Latent Discontinuity in Data-Efficient GANs Ziqiang Li Chaoyue Wang Heliang Zheng Jing Zhang Bin Li 28 23 0 18 Jul 2022
StudioGAN: A Taxonomy and Benchmark of GANs for Image Synthesis Minguk Kang Joonghyuk Shin Jaesik Park EGVM 16 67 0 19 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 23 7 0 31 May 2022
A Comprehensive Survey on Data-Efficient GANs in Image Generation Ziqiang Li Beihao Xia Jing Zhang Chaoyue Wang Bin Li 19 33 0 18 Apr 2022
The Role of ImageNet Classes in Fréchet Inception Distance Tuomas Kynkaanniemi Tero Karras M. Aittala Timo Aila J. Lehtinen EGVM VLM 27 199 0 11 Mar 2022
State-of-the-Art in the Architecture, Methods and Applications of StyleGAN Amit H. Bermano Rinon Gal Yuval Alaluf Ron Mokady Yotam Nitzan Omer Tov Or Patashnik Daniel Cohen-Or 30 81 0 28 Feb 2022
Instance-Conditioned GAN Arantxa Casanova Marlene Careil Jakob Verbeek M. Drozdzal Adriana Romero Soriano GAN 206 133 0 10 Sep 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 317 5,785 0 29 Apr 2021
MineGAN++: Mining Generative Models for Efficient Knowledge Transfer to Limited Data Domains Yaxing Wang Abel Gonzalez-Garcia Chenshen Wu Luis Herranz F. Khan Shangling Jui Joost van de Weijer 26 6 0 28 Apr 2021
Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis Bingchen Liu Yizhe Zhu Kunpeng Song Ahmed Elgammal 167 234 0 12 Jan 2021
Cross-modal Deep Face Normals with Deactivable Skip Connections Victoria Fernandez-Abrevaya A. Boukhayma Philip H. S. Torr Edmond Boyer CVBM 45 41 0 21 Mar 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 267 3,371 0 09 Mar 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 282 10,354 0 12 Dec 2018
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,450 0 21 Nov 2016
Revisiting Classifier Two-Sample Tests David Lopez-Paz Maxime Oquab 78 390 0 20 Oct 2016
Semantic Understanding of Scenes through the ADE20K Dataset Bolei Zhou Hang Zhao Xavier Puig Tete Xiao Sanja Fidler Adela Barriuso Antonio Torralba SSeg 253 1,828 0 18 Aug 2016