On Catastrophic Forgetting and Mode Collapse in Generative Adversarial Networks

11 July 2018

Papers citing "On Catastrophic Forgetting and Mode Collapse in Generative Adversarial Networks"

29 / 29 papers shown

Title
Guided Discrete Diffusion for Electronic Health Record Generation Jun Han Zixiang Chen Yongqian Li Yiwen Kou Eran Halperin Robert E. Tillman Quanquan Gu MedIm DiffM 36 6 0 18 Apr 2024
Towards Robustness and Diversity: Continual Learning in Dialog Generation with Text-Mixup and Batch Nuclear-Norm Maximization Zihan Wang Jiayu Xiao Mengxian Li Zhongjiang He Yongxiang Li Chao Wang Shuangyong Song 21 0 0 16 Mar 2024
RFWave: Multi-band Rectified Flow for Audio Waveform Reconstruction Peng Liu Dongyang Dai Zhiyong Wu 27 2 0 08 Mar 2024
Black-Box Training Data Identification in GANs via Detector Networks Lukman Olagoke Salil P. Vadhan Seth Neel 31 0 0 18 Oct 2023
A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning Zhenyi Wang Enneng Yang Li Shen Heng-Chiao Huang KELM MU 34 49 0 16 Jul 2023
EHRDiff: Exploring Realistic EHR Synthesis with Diffusion Models Hongyi Yuan Songchi Zhou Sheng Yu DiffM MedIm 29 16 0 10 Mar 2023
Domain Translation via Latent Space Mapping Tsiry Mayet Simon Bernard Clément Chatelain Romain Hérault 19 3 0 06 Dec 2022
FREDSR: Fourier Residual Efficient Diffusive GAN for Single Image Super Resolution Kyoungwan Woo Achyuta Rajaram DiffM 27 1 0 30 Nov 2022
Instability and Local Minima in GAN Training with Kernel Discriminators Evan Becker Parthe Pandit S. Rangan A. Fletcher GAN 40 8 0 21 Aug 2022
Novel Applications for VAE-based Anomaly Detection Systems Luca Bergamin Tommaso Carraro Mirko Polato F. Aiolli DRL 24 6 0 26 Apr 2022
Image-to-Height Domain Translation for Synthetic Aperture Sonar Dylan Stewart Shawn F. Johnson Alina Zare 29 4 0 12 Dec 2021
Learning C to x86 Translation: An Experiment in Neural Compilation Jordi Armengol-Estapé Michael F. P. O'Boyle 24 11 0 17 Aug 2021
Diffusion-Based Representation Learning K. Abstreiter Sarthak Mittal Stefan Bauer Bernhard Schölkopf Arash Mehrjou DiffM 30 56 0 29 May 2021
Application of Deep Learning-based Interpolation Methods to Nearshore Bathymetry Yizhou Qian M. Forghani Jonghyun Lee Matthew W. Farthing T. Hesser P. Kitanidis Eric F. Darve AI4CE 11 5 0 19 Nov 2020
Toward a Generalization Metric for Deep Generative Models Hoang Thanh-Tung T. Tran 39 5 0 02 Nov 2020
Sample weighting as an explanation for mode collapse in generative adversarial networks Aksel Wilhelm Wold Eide Eilif Solberg I. Kåsen GAN 14 3 0 05 Oct 2020
Task Agnostic Continual Learning Using Online Variational Bayes with Fixed-Point Updates Chen Zeno Itay Golan Elad Hoffer Daniel Soudry OOD FedML 17 46 0 01 Oct 2020
Empirical Analysis of Overfitting and Mode Drop in GAN Training Yasin Yazici Chuan-Sheng Foo Stefan Winkler Kim-Hui Yap V. Chandrasekhar 32 29 0 25 Jun 2020
On Data Augmentation for GAN Training Ngoc-Trung Tran Viet-Hung Tran Ngoc-Bao Nguyen Trung-Kien Nguyen Ngai-man Cheung MedIm 18 35 0 09 Jun 2020
Group Equivariant Generative Adversarial Networks Neel Dey Antong Chen S. Ghafurian GAN 30 33 0 04 May 2020
Autoencoding Generative Adversarial Networks Conor Lazarou GAN 20 15 0 11 Apr 2020
FeederGAN: Synthetic Feeder Generation via Deep Graph Adversarial Nets Ming Liang Yao Meng Jiyu Wang D. Lubkeman N. Lu GAN 19 21 0 03 Apr 2020
Frosting Weights for Better Continual Training Xiaofeng Zhu Feng Liu Goce Trajcevski Dingding Wang FedML AI4CE CLL 28 5 0 07 Jan 2020
Quantum-assisted associative adversarial network: Applying quantum annealing in deep learning M. Wilson T. Vandal Tad Hogg E. Rieffel GAN BDL 19 36 0 23 Apr 2019
On the potential for open-endedness in neural networks N. Guttenberg N. Virgo A. Penn 21 10 0 12 Dec 2018
Self-Supervised GANs via Auxiliary Rotation Loss Ting Chen Xiaohua Zhai Marvin Ritter Mario Lucic N. Houlsby SSL GAN 16 302 0 27 Nov 2018
Generative Adversarial Network Training is a Continual Learning Problem Kevin J Liang Chunyuan Li Guoyin Wang Lawrence Carin GAN 11 50 0 27 Nov 2018
Improving GAN with neighbors embedding and gradient matching Ngoc-Trung Tran Tuan-Anh Bui Ngai-man Cheung GAN 30 16 0 04 Nov 2018
Self-Supervised GAN to Counter Forgetting Ting Chen Xiaohua Zhai N. Houlsby CLL GAN SSL 13 8 0 27 Oct 2018