Generative Adversarial Network Training is a Continual Learning Problem

27 November 2018

Lawrence Carin

Papers citing "Generative Adversarial Network Training is a Continual Learning Problem"

28 / 28 papers shown

Title
Mind the Gap Between Synthetic and Real: Utilizing Transfer Learning to Probe the Boundaries of Stable Diffusion Generated Data Leonhard Hennicke C. Adriano Holger Giese Jan Mathias Koehler Lukas Schott DiffM 112 2 0 06 May 2024
A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning Zhenyi Wang Enneng Yang Li Shen Heng-Chiao Huang KELM MU 102 53 0 16 Jul 2023
A Multi-Agent Adaptive Deep Learning Framework for Online Intrusion Detection Mahdi Soltani Khashayar Khajavi M. J. Siavoshani A. Jahangir 72 9 0 05 Mar 2023
Domain Adaptation via Rebalanced Sub-domain Alignment Yi-Ling Liu Juncheng Dong Ziyang Jiang Ahmed Aloui Keyu Li Hunter Klein Vahid Tarokh David Carlson 81 2 0 03 Feb 2023
Momentum Adversarial Distillation: Handling Large Distribution Shifts in Data-Free Knowledge Distillation Kien Do Hung Le D. Nguyen Dang Nguyen Haripriya Harikumar T. Tran Santu Rana Svetha Venkatesh 68 33 0 21 Sep 2022
Overcoming Mode Collapse with Adaptive Multi Adversarial Training K. Mangalam Rohin Garg GAN 67 13 0 29 Dec 2021
A Survey on Adversarial Attacks for Malware Analysis Kshitiz Aryal Maanak Gupta Mahmoud Abdelsalam AAML 114 53 0 16 Nov 2021
Employing chunk size adaptation to overcome concept drift Jkedrzej Kozal Filip Guzy Michal Wo'zniak AI4TS 36 4 0 25 Oct 2021
StyleAlign: Analysis and Applications of Aligned StyleGAN Models Zongze Wu Yotam Nitzan Eli Shechtman Dani Lischinski 129 58 0 21 Oct 2021
IB-DRR: Incremental Learning with Information-Back Discrete Representation Replay Jian Jiang Edoardo Cetin Oya Celiktutan 61 9 0 21 Apr 2021
Efficient Feature Transformations for Discriminative and Generative Continual Learning Vinay Kumar Verma Kevin J. Liang Nikhil Mehta Piyush Rai Lawrence Carin CLL 115 78 0 25 Mar 2021
Meta-Learned Attribute Self-Gating for Continual Generalized Zero-Shot Learning Vinay Kumar Verma Kevin J. Liang Nikhil Mehta Lawrence Carin CLL VLM 95 5 0 23 Feb 2021
Advances in Electron Microscopy with Deep Learning Jeffrey M. Ede 117 3 0 04 Jan 2021
Improving Text Generation with Student-Forcing Optimal Transport Guoyin Wang Chunyuan Li Jianqiao Li Hao Fu Yuh-Chen Lin ... Ruiyi Zhang Wenlin Wang Dinghan Shen Qian Yang Lawrence Carin OT 84 18 0 12 Oct 2020
FastVC: Fast Voice Conversion with non-parallel data Oriol Barbany Milos Cernak 51 7 0 08 Oct 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 209 80 0 17 Sep 2020
Bridging Maximum Likelihood and Adversarial Learning via $α$ -Divergence Miaoyun Zhao Yulai Cong Shuyang Dai Lawrence Carin GAN 60 10 0 13 Jul 2020
Continual Learning using a Bayesian Nonparametric Dictionary of Weight Factors Nikhil Mehta Kevin J. Liang Vinay K Verma Lawrence Carin CLL 110 5 0 21 Apr 2020
Feature Quantization Improves GAN Training Yang Zhao Chunyuan Li Ping Yu Jianfeng Gao Changyou Chen MQ 87 47 0 05 Apr 2020
Audio inpainting with generative adversarial network P. Ebner Amr Eltelt GAN 70 24 0 13 Mar 2020
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications Jie Gui Zhenan Sun Yonggang Wen Dacheng Tao Jieping Ye EGVM 114 847 0 20 Jan 2020
Frosting Weights for Better Continual Training Xiaofeng Zhu Feng Liu Goce Trajcevski Dingding Wang FedML AI4CE CLL 55 5 0 07 Jan 2020
Understanding and Stabilizing GANs' Training Dynamics with Control Theory Kun Xu Chongxuan Li Jun Zhu Bo Zhang GAN 75 10 0 29 Sep 2019
Task Agnostic Continual Learning via Meta Learning Xu He Jakub Sygnowski Alexandre Galashov Andrei A. Rusu Yee Whye Teh Razvan Pascanu OOD CLL FedML 76 94 0 12 Jun 2019
Partial Scanning Transmission Electron Microscopy with Deep Learning Jeffrey M. Ede R. Beanland MedIm 137 22 0 31 May 2019
Self-Supervised GANs via Auxiliary Rotation Loss Ting Chen Xiaohua Zhai Marvin Ritter Mario Lucic N. Houlsby SSL GAN 102 302 0 27 Nov 2018
Self-Supervised GAN to Counter Forgetting Ting Chen Xiaohua Zhai N. Houlsby CLL GAN SSL 91 8 0 27 Oct 2018
On Catastrophic Forgetting and Mode Collapse in Generative Adversarial Networks Hoang Thanh-Tung T. Tran GAN 148 59 0 11 Jul 2018