DGL-GAN: Discriminator Guided Learning for GAN Compression

13 December 2021

Yuesong Tian

Li Shen

Xiang Tian

Wei Liu

Papers citing "DGL-GAN: Discriminator Guided Learning for GAN Compression"

23 / 23 papers shown

Title
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets Axel Sauer Katja Schwarz Andreas Geiger 238 508 0 01 Feb 2022
Revisiting Discriminator in GAN Compression: A Generator-discriminator Cooperative Compression Scheme Shaojie Li Jie Wu Xuefeng Xiao Chia-Wen Lin Xudong Mao Rongrong Ji 70 35 0 27 Oct 2021
GANs Can Play Lottery Tickets Too Xuxi Chen Zhenyu Zhang Yongduo Sui Tianlong Chen GAN 50 58 0 31 May 2021
Surrogate Gradient Field for Latent Space Manipulation Minjun Li Yanghua Jin Huachun Zhu GAN 29 18 0 19 Apr 2021
MobileStyleGAN: A Lightweight Convolutional Neural Network for High-Fidelity Image Synthesis Sergei Belousov GAN 47 20 0 10 Apr 2021
Content-Aware GAN Compression Yuchen Liu Zhixin Shu Yijun Li Zhe Lin Federico Perazzi S. Kung GAN 52 59 0 06 Apr 2021
Evolutionary Generative Adversarial Networks with Crossover Based Knowledge Distillation Junjie Li Junwei Zhang Xiaoyu Gong Shuai Lu GAN 31 10 0 27 Jan 2021
Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis Bingchen Liu Yizhe Zhu Kunpeng Song Ahmed Elgammal 216 239 0 12 Jan 2021
Slimmable Generative Adversarial Networks Liang Hou Zehuan Yuan Lei Huang Huawei Shen Xueqi Cheng Changhu Wang GAN AI4CE 35 38 0 10 Dec 2020
Towards a Better Global Loss Landscape of GANs Ruoyu Sun Tiantian Fang Alex Schwing GAN 47 26 0 10 Nov 2020
AlphaGAN: Fully Differentiable Architecture Search for Generative Adversarial Networks Yuesong Tian Li Shen Li Shen Guinan Su Zhifeng Li Wei Liu GAN 45 32 0 16 Jun 2020
Training Generative Adversarial Networks with Limited Data Tero Karras M. Aittala Janne Hellsten S. Laine J. Lehtinen Timo Aila GAN 127 1,882 0 11 Jun 2020
InterFaceGAN: Interpreting the Disentangled Face Representation Learned by GANs Yujun Shen Ceyuan Yang Xiaoou Tang Bolei Zhou GAN CVBM 61 598 0 18 May 2020
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 260 5,797 0 03 Dec 2019
Noise Robust Generative Adversarial Networks Takuhiro Kaneko Tatsuya Harada NoLa OOD 54 31 0 26 Nov 2019
Interpreting the Latent Space of GANs for Semantic Face Editing Yujun Shen Jinjin Gu Xiaoou Tang Bolei Zhou CVBM GAN 115 1,120 0 25 Jul 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 529 10,540 0 12 Dec 2018
Self-Attention Generative Adversarial Networks Han Zhang Ian Goodfellow Dimitris N. Metaxas Augustus Odena GAN 131 3,720 0 21 May 2018
Pruning Filters for Efficient ConvNets Hao Li Asim Kadav Igor Durdanovic H. Samet H. Graf 3DPC 188 3,693 0 31 Aug 2016
Improved Techniques for Training GANs Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen GAN 458 9,027 0 10 Jun 2016
Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding Song Han Huizi Mao W. Dally 3DGS 233 8,821 0 01 Oct 2015
Learning both Weights and Connections for Efficient Neural Networks Song Han Jeff Pool J. Tran W. Dally CVBM 285 6,660 0 08 Jun 2015
FitNets: Hints for Thin Deep Nets Adriana Romero Nicolas Ballas Samira Ebrahimi Kahou Antoine Chassang C. Gatta Yoshua Bengio FedML 276 3,870 0 19 Dec 2014