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1908.10999
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Spectral Regularization for Combating Mode Collapse in GANs
IEEE International Conference on Computer Vision (ICCV), 2019
29 August 2019
Kanglin Liu
Wenming Tang
Fei Zhou
Guoping Qiu
GAN
DRL
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Papers citing
"Spectral Regularization for Combating Mode Collapse in GANs"
36 / 36 papers shown
LeDiFlow: Learned Distribution-guided Flow Matching to Accelerate Image Generation
Pascal Zwick
Nils Friederich
Maximilian Beichter
Lennart Hilbert
Ralf Mikut
Oliver Bringmann
MedIm
256
1
0
27 May 2025
LiRA: Light-Robust Adversary for Model-based Reinforcement Learning in Real World
Taisuke Kobayashi
550
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
276
5
0
20 Sep 2024
DiffuseLoco: Real-Time Legged Locomotion Control with Diffusion from Offline Datasets
Xiaoyu Huang
Yufeng Chi
Ruofeng Wang
Zhongyu Li
Xue Bin Peng
Sophia Shao
Borivoje Nikolic
Koushil Sreenath
OffRL
332
63
0
30 Apr 2024
CHAIN: Enhancing Generalization in Data-Efficient GANs via lipsCHitz continuity constrAIned Normalization
Yao Ni
Piotr Koniusz
AI4CE
GAN
649
7
0
31 Mar 2024
High-Resolution Image Translation Model Based on Grayscale Redefinition
Xixian Wu
Dian Chao
Yang Yang
VLM
216
1
0
26 Mar 2024
ComFusion: Personalized Subject Generation in Multiple Specific Scenes From Single Image
Yan Hong
Jianfu Zhang
DiffM
387
4
0
19 Feb 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
320
10
0
19 Jan 2024
Inexpensive High Fidelity Melt Pool Models in Additive Manufacturing Using Generative Deep Diffusion
Francis Ogoke
Quanliang Liu
Olabode T. Ajenifujah
Alexander J. Myers
Guadalupe Quirarte
Jack L. Beuth
Jonathan A. Malen
A. Farimani
AI4CE
380
24
0
15 Nov 2023
Stability Analysis Framework for Particle-based Distance GANs with Wasserstein Gradient Flow
Chuqi Chen
Yue Wu
Yang Xiang
GAN
226
0
0
04 Jul 2023
Incomplete Multi-view Clustering via Diffusion Completion
Sifan Fang
DiffM
259
12
0
19 May 2023
Synthetic Health-related Longitudinal Data with Mixed-type Variables Generated using Diffusion Models
N. Kuo
Louisa R Jorm
S. Barbieri
DiffM
212
20
0
22 Mar 2023
Qualitative Data Augmentation for Performance Prediction in VLSI circuits
Prashast Srivastava
Kiran Ravish
Zia Abbas
242
3
0
15 Feb 2023
OrthoReg: Improving Graph-regularized MLPs via Orthogonality Regularization
Hengrui Zhang
Shen Wang
V. Ioannidis
Soji Adeshina
Jiani Zhang
Xiao Qin
Christos Faloutsos
Da Zheng
George Karypis
Philip S. Yu
296
4
0
31 Jan 2023
Distribution Fitting for Combating Mode Collapse in Generative Adversarial Networks
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Yanxiang Gong
Zhiwei Xie
Guozhen Duan
Tianhao Shen
M. Xie
GAN
OffRL
340
4
0
03 Dec 2022
Towards Practical Control of Singular Values of Convolutional Layers
Neural Information Processing Systems (NeurIPS), 2022
Alexandra Senderovich
Ekaterina Bulatova
Anton Obukhov
M. Rakhuba
AAML
249
12
0
24 Nov 2022
Improving GANs for Long-Tailed Data through Group Spectral Regularization
European Conference on Computer Vision (ECCV), 2022
Harsh Rangwani
Naman Jaswani
Tejan Karmali
Varun Jampani
R. Venkatesh Babu
297
26
0
21 Aug 2022
Generating Synthetic Clinical Data that Capture Class Imbalanced Distributions with Generative Adversarial Networks: Example using Antiretroviral Therapy for HIV
Journal of Biomedical Informatics (JBI), 2022
N. Kuo
Federico Garcia
Anders Sönnerborg
Maurizio Zazzi
Michael Böhm
Rolf Kaiser
Mark Polizzotto
Louisa R Jorm
S. Barbieri
GAN
384
41
0
18 Aug 2022
GLaMa: Joint Spatial and Frequency Loss for General Image Inpainting
Zeyu Lu
Junjun Jiang
Jun Huang
Gang Wu
Xianming Liu
172
31
0
15 May 2022
Real-time Virtual-Try-On from a Single Example Image through Deep Inverse Graphics and Learned Differentiable Renderers
Robin Kips
R. Jiang
Silèye O. Ba
Brendan Duke
M. Perrot
Pietro Gori
Isabelle Bloch
3DH
DiffM
480
4
0
12 May 2022
Underwater Light Field Retention : Neural Rendering for Underwater Imaging
Tian-Chun Ye
Sixiang Chen
Yunzhuo Liu
Y. Ye
Erkang Chen
Yuche Li
255
56
0
21 Mar 2022
Manifold Learning Benefits GANs
Computer Vision and Pattern Recognition (CVPR), 2021
Yao Ni
Piotr Koniusz
Leonid Sigal
Richard Nock
GAN
321
19
0
23 Dec 2021
DiverGAN: An Efficient and Effective Single-Stage Framework for Diverse Text-to-Image Generation
Zhenxing Zhang
Lambert Schomaker
DiffM
198
30
0
17 Nov 2021
A Latent Encoder Coupled Generative Adversarial Network (LE-GAN) for Efficient Hyperspectral Image Super-resolution
Yue Shi
Liangxiu Han
Lianghao Han
Sheng Chang
Tongle Hu
Darren Dancey
GAN
174
58
0
16 Nov 2021
SIRe-Networks: Convolutional Neural Networks Architectural Extension for Information Preservation via Skip/Residual Connections and Interlaced Auto-Encoders
D. Avola
Luigi Cinque
Alessio Fagioli
G. Foresti
335
5
0
06 Oct 2021
Gradient Normalization for Generative Adversarial Networks
Yi-Lun Wu
Hong-Han Shuai
Zhi Rui Tam
H. Chiu
GAN
301
77
0
06 Sep 2021
VARGAN: Variance Enforcing Network Enhanced GAN
Sanaz Mohammadjafari
Mucahit Cevik
Ayse Basar
GAN
135
1
0
05 Sep 2021
Optimal Latent Vector Alignment for Unsupervised Domain Adaptation in Medical Image Segmentation
D. Chanti
Diana Mateus
OOD
DRL
136
4
0
15 Jun 2021
Deep Generative Modelling: A Comparative Review of VAEs, GANs, Normalizing Flows, Energy-Based and Autoregressive Models
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Sam Bond-Taylor
Adam Leach
Yang Long
Chris G. Willcocks
VLM
TPM
886
663
0
08 Mar 2021
Spectral Tensor Train Parameterization of Deep Learning Layers
International Conference on Artificial Intelligence and Statistics (AISTATS), 2021
Anton Obukhov
M. Rakhuba
Alexander Liniger
Zhiwu Huang
Stamatios Georgoulis
Dengxin Dai
Luc Van Gool
254
11
0
07 Mar 2021
CircleGAN: Generative Adversarial Learning across Spherical Circles
Neural Information Processing Systems (NeurIPS), 2020
Woohyeon Shim
Minsu Cho
GAN
278
11
0
25 Nov 2020
Synthesizing Optical and SAR Imagery From Land Cover Maps and Auxiliary Raster Data
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2020
Gerald Baier
Antonin Deschemps
M. Schmitt
Xiangwei Zhu
GAN
202
49
0
23 Nov 2020
Towards Disentangling Latent Space for Unsupervised Semantic Face Editing
Kanglin Liu
Gaofeng Cao
Fei Zhou
Bozhi Liu
Jiang Duan
Guoping Qiu
CVBM
225
29
0
05 Nov 2020
A Systematic Survey of Regularization and Normalization in GANs
Wandi Qiao
Muhammad Usman
Rentuo Tao
Pengfei Xia
Xintian Wu
Huanhuan Chen
Bin Li
764
77
0
19 Aug 2020
Learning High-Resolution Domain-Specific Representations with a GAN Generator
Danil Galeev
Konstantin Sofiiuk
D. Rukhovich
Mikhail Romanov
O. Barinova
Anton Konushin
GAN
218
15
0
18 Jun 2020
Regularization Methods for Generative Adversarial Networks: An Overview of Recent Studies
Minhyeok Lee
Junhee Seok
GAN
269
28
0
19 May 2020
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