Spectral Regularization for Combating Mode Collapse in GANs

Spectral Regularization for Combating Mode Collapse in GANs

29 August 2019

Papers citing "Spectral Regularization for Combating Mode Collapse in GANs"

12 / 12 papers shown

Title
LiRA: Light-Robust Adversary for Model-based Reinforcement Learning in Real World Taisuke Kobayashi 71 2 0 29 Sep 2024
Deep Learning based Optical Image Super-Resolution via Generative Diffusion Models for Layerwise in-situ LPBF Monitoring Francis Ogoke Sumesh Kalambettu Suresh Jesse Adamczyk D. Bolintineanu Anthony Garland Michael J. Heiden A. Farimani 32 0 0 20 Sep 2024
Dream360: Diverse and Immersive Outdoor Virtual Scene Creation via Transformer-Based 360 Image Outpainting Hao Ai Zidong Cao H. Lu Chen Chen Jiancang Ma Pengyuan Zhou Tae-Kyun Kim Pan Hui Lin Wang 40 3 0 19 Jan 2024
Stability Analysis Framework for Particle-based Distance GANs with Wasserstein Gradient Flow Chuqi Chen Yue Wu Yang Xiang GAN 17 0 0 04 Jul 2023
Incomplete Multi-view Clustering via Diffusion Completion Sifan Fang DiffM 16 4 0 19 May 2023
Distribution Fitting for Combating Mode Collapse in Generative Adversarial Networks Yanxiang Gong Zhiwei Xie Guozhen Duan Z. Ma M. Xie GAN OffRL 21 3 0 03 Dec 2022
GLaMa: Joint Spatial and Frequency Loss for General Image Inpainting Zeyu Lu Junjun Jiang Jun Huang Gang Wu Xianming Liu 23 25 0 15 May 2022
Manifold Learning Benefits GANs Yao Ni Piotr Koniusz Richard I. Hartley Richard Nock GAN 31 16 0 23 Dec 2021
Gradient Normalization for Generative Adversarial Networks Yi-Lun Wu Hong-Han Shuai Zhi Rui Tam H. Chiu GAN 21 63 0 06 Sep 2021
Deep Generative Modelling: A Comparative Review of VAEs, GANs, Normalizing Flows, Energy-Based and Autoregressive Models Sam Bond-Taylor Adam Leach Yang Long Chris G. Willcocks VLM TPM 41 480 0 08 Mar 2021
Regularization Methods for Generative Adversarial Networks: An Overview of Recent Studies Minhyeok Lee Junhee Seok GAN 27 25 0 19 May 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 282 10,354 0 12 Dec 2018