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Spectral Distribution Aware Image Generation
v1v2 (latest)

Spectral Distribution Aware Image Generation

5 December 2020
Steffen Jung
Margret Keuper
    OOD
ArXiv (abs)PDFHTML

Papers citing "Spectral Distribution Aware Image Generation"

25 / 25 papers shown
Title
Beware of Aliases -- Signal Preservation is Crucial for Robust Image
  Restoration
Beware of Aliases -- Signal Preservation is Crucial for Robust Image Restoration
Shashank Agnihotri
Julia Grabinski
Janis Keuper
Margret Keuper
90
5
0
11 Jun 2024
When Semantic Segmentation Meets Frequency Aliasing
When Semantic Segmentation Meets Frequency Aliasing
Linwei Chen
Lin Gu
Ying Fu
110
6
0
14 Mar 2024
Spectrum Translation for Refinement of Image Generation (STIG) Based on
  Contrastive Learning and Spectral Filter Profile
Spectrum Translation for Refinement of Image Generation (STIG) Based on Contrastive Learning and Spectral Filter Profile
Seokjun Lee
Seung-Won Jung
Hyunseok Seo
DiffM
87
5
0
08 Mar 2024
Dream360: Diverse and Immersive Outdoor Virtual Scene Creation via
  Transformer-Based 360 Image Outpainting
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
86
5
0
19 Jan 2024
Improving Feature Stability during Upsampling -- Spectral Artifacts and
  the Importance of Spatial Context
Improving Feature Stability during Upsampling -- Spectral Artifacts and the Importance of Spatial Context
Shashank Agnihotri
Julia Grabinski
Margret Keuper
82
6
0
29 Nov 2023
Guided Frequency Loss for Image Restoration
Guided Frequency Loss for Image Restoration
Bilel Benjdira
Anas M. Ali
Anis Koubaa
70
2
0
27 Sep 2023
On the Effectiveness of Spectral Discriminators for Perceptual Quality
  Improvement
On the Effectiveness of Spectral Discriminators for Perceptual Quality Improvement
Xin Luo
Yunan Zhu
Shunxin Xu
Dong Liu
67
11
0
22 Jul 2023
As large as it gets: Learning infinitely large Filters via Neural
  Implicit Functions in the Fourier Domain
As large as it gets: Learning infinitely large Filters via Neural Implicit Functions in the Fourier Domain
Julia Grabinski
J. Keuper
Margret Keuper
45
7
0
19 Jul 2023
Fix your downsampling ASAP! Be natively more robust via Aliasing and
  Spectral Artifact free Pooling
Fix your downsampling ASAP! Be natively more robust via Aliasing and Spectral Artifact free Pooling
Julia Grabinski
J. Keuper
Margret Keuper
AAML
87
7
0
19 Jul 2023
Towards Robust GAN-generated Image Detection: a Multi-view Completion
  Representation
Towards Robust GAN-generated Image Detection: a Multi-view Completion Representation
Chi Liu
Tianqing Zhu
Sheng Shen
Wanlei Zhou
AAML
68
8
0
02 Jun 2023
CosPGD: an efficient white-box adversarial attack for pixel-wise
  prediction tasks
CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks
Shashank Agnihotri
Steffen Jung
Margret Keuper
AAML
95
22
0
04 Feb 2023
Misleading Deep-Fake Detection with GAN Fingerprints
Misleading Deep-Fake Detection with GAN Fingerprints
Vera Wesselkamp
Konrad Rieck
Dan Arp
Erwin Quiring
AAML
76
10
0
25 May 2022
GLaMa: Joint Spatial and Frequency Loss for General Image Inpainting
GLaMa: Joint Spatial and Frequency Loss for General Image Inpainting
Zeyu Lu
Junjun Jiang
Jun Huang
Gang Wu
Xianming Liu
66
25
0
15 May 2022
FrequencyLowCut Pooling -- Plug & Play against Catastrophic Overfitting
FrequencyLowCut Pooling -- Plug & Play against Catastrophic Overfitting
Julia Grabinski
Steffen Jung
J. Keuper
Margret Keuper
AAML
73
22
0
01 Apr 2022
Simpler is better: spectral regularization and up-sampling techniques
  for variational autoencoders
Simpler is better: spectral regularization and up-sampling techniques for variational autoencoders
Sara Bjork
Jonas Nordhaug Myhre
T. Johansen
DRL
72
6
0
19 Jan 2022
Investigating Shifts in GAN Output-Distributions
Investigating Shifts in GAN Output-Distributions
Ricard Durall
J. Keuper
OODGAN
53
0
0
28 Dec 2021
On the Frequency Bias of Generative Models
On the Frequency Bias of Generative Models
Katja Schwarz
Yiyi Liao
Andreas Geiger
99
80
0
03 Nov 2021
DeepFakes: Detecting Forged and Synthetic Media Content Using Machine
  Learning
DeepFakes: Detecting Forged and Synthetic Media Content Using Machine Learning
S. Zobaed
Md Fazle Rabby
Md Istiaq Hossain
Ekram Hossain
Sazib Hasan
Asif Karim
Khan Md. Hasib
AAML
88
15
0
07 Sep 2021
FFR_FD: Effective and Fast Detection of DeepFakes Based on Feature Point
  Defects
FFR_FD: Effective and Fast Detection of DeepFakes Based on Feature Point Defects
Gaojian Wang
Qian Jiang
Xin Jin
Xiaohui Cui
CVBM
73
29
0
05 Jul 2021
Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis
Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis
Yang He
Ning Yu
Margret Keuper
Mario Fritz
75
70
0
29 May 2021
SpectralDefense: Detecting Adversarial Attacks on CNNs in the Fourier
  Domain
SpectralDefense: Detecting Adversarial Attacks on CNNs in the Fourier Domain
P. Harder
Franz-Josef Pfreundt
Margret Keuper
J. Keuper
AAML
100
50
0
04 Mar 2021
Countering Malicious DeepFakes: Survey, Battleground, and Horizon
Countering Malicious DeepFakes: Survey, Battleground, and Horizon
Felix Juefei Xu
Run Wang
Yihao Huang
Qing Guo
Lei Ma
Yang Liu
AAML
108
138
0
27 Feb 2021
Deepfakes Generation and Detection: State-of-the-art, open challenges,
  countermeasures, and way forward
Deepfakes Generation and Detection: State-of-the-art, open challenges, countermeasures, and way forward
Momina Masood
M. Nawaz
K. Malik
A. Javed
Aun Irtaza
AAML
198
321
0
25 Feb 2021
Focal Frequency Loss for Image Reconstruction and Synthesis
Focal Frequency Loss for Image Reconstruction and Synthesis
Liming Jiang
Bo Dai
Wayne Wu
Chen Change Loy
125
289
0
23 Dec 2020
FakeTagger: Robust Safeguards against DeepFake Dissemination via
  Provenance Tracking
FakeTagger: Robust Safeguards against DeepFake Dissemination via Provenance Tracking
Run Wang
Felix Juefei Xu
Mengqing Luo
Yang Liu
Lina Wang
114
75
0
21 Sep 2020
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