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2012.03110
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Spectral Distribution Aware Image Generation
AAAI Conference on Artificial Intelligence (AAAI), 2020
5 December 2020
Steffen Jung
Margret Keuper
OOD
Re-assign community
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Papers citing
"Spectral Distribution Aware Image Generation"
29 / 29 papers shown
Frequency Bias Matters: Diving into Robust and Generalized Deep Image Forgery Detection
IEEE Transactions on Dependable and Secure Computing (IEEE TDSC), 2025
Chi Liu
Tianqing Zhu
Wanlei Zhou
Wei Zhao
AAML
176
0
0
25 Nov 2025
Zero-Shot Visual Deepfake Detection: Can AI Predict and Prevent Fake Content Before It's Created?
Ayan Sar
Sampurna Roy
Tanupriya Choudhury
Ajith Abraham
155
3
0
22 Sep 2025
Spatial Frequency Modulation for Semantic Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Linwei Chen
Ying Fu
Lin Gu
Dezhi Zheng
Jifeng Dai
443
5
0
16 Jul 2025
Seeing What Matters: Generalizable AI-generated Video Detection with Forensic-Oriented Augmentation
Riccardo Corvi
D. Cozzolino
Ekta Prashnani
Shalini De Mello
Koki Nagano
L. Verdoliva
ViT
491
4
0
20 Jun 2025
Beware of Aliases -- Signal Preservation is Crucial for Robust Image Restoration
Shashank Agnihotri
Julia Grabinski
Janis Keuper
Margret Keuper
226
8
0
11 Jun 2024
When Semantic Segmentation Meets Frequency Aliasing
International Conference on Learning Representations (ICLR), 2024
Linwei Chen
Lin Gu
Ying Fu
404
24
0
14 Mar 2024
Spectrum Translation for Refinement of Image Generation (STIG) Based on Contrastive Learning and Spectral Filter Profile
AAAI Conference on Artificial Intelligence (AAAI), 2024
Seokjun Lee
Seung-Won Jung
Hyunseok Seo
DiffM
247
8
0
08 Mar 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
272
8
0
19 Jan 2024
Improving Feature Stability during Upsampling -- Spectral Artifacts and the Importance of Spatial Context
European Conference on Computer Vision (ECCV), 2023
Shashank Agnihotri
Julia Grabinski
Margret Keuper
391
14
0
29 Nov 2023
Guided Frequency Loss for Image Restoration
Bilel Benjdira
Anas M. Ali
Anis Koubaa
207
3
0
27 Sep 2023
On the Effectiveness of Spectral Discriminators for Perceptual Quality Improvement
IEEE International Conference on Computer Vision (ICCV), 2023
Xin Luo
Yunan Zhu
Shunxin Xu
Dong Liu
282
15
0
22 Jul 2023
As large as it gets: Learning infinitely large Filters via Neural Implicit Functions in the Fourier Domain
Julia Grabinski
J. Keuper
Margret Keuper
361
8
0
19 Jul 2023
Fix your downsampling ASAP! Be natively more robust via Aliasing and Spectral Artifact free Pooling
Julia Grabinski
Steffen Jung
J. Keuper
Margret Keuper
AAML
289
9
0
19 Jul 2023
Towards Robust GAN-generated Image Detection: a Multi-view Completion Representation
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Chi Liu
Tianqing Zhu
Sheng Shen
Wanlei Zhou
AAML
191
13
0
02 Jun 2023
CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks
International Conference on Machine Learning (ICML), 2023
Shashank Agnihotri
Steffen Jung
Margret Keuper
AAML
428
31
0
04 Feb 2023
Misleading Deep-Fake Detection with GAN Fingerprints
Vera Wesselkamp
Konrad Rieck
Dan Arp
Erwin Quiring
AAML
182
17
0
25 May 2022
GLaMa: Joint Spatial and Frequency Loss for General Image Inpainting
Zeyu Lu
Junjun Jiang
Jun Huang
Gang Wu
Xianming Liu
151
31
0
15 May 2022
FrequencyLowCut Pooling -- Plug & Play against Catastrophic Overfitting
European Conference on Computer Vision (ECCV), 2022
Julia Grabinski
Steffen Jung
J. Keuper
Margret Keuper
AAML
240
33
0
01 Apr 2022
Simpler is better: spectral regularization and up-sampling techniques for variational autoencoders
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Sara Bjork
Jonas Nordhaug Myhre
T. Johansen
DRL
164
9
0
19 Jan 2022
Investigating Shifts in GAN Output-Distributions
Ricard Durall
J. Keuper
OOD
GAN
113
0
0
28 Dec 2021
On the Frequency Bias of Generative Models
Neural Information Processing Systems (NeurIPS), 2021
Katja Schwarz
Yiyi Liao
Andreas Geiger
226
99
0
03 Nov 2021
DeepFakes: Detecting Forged and Synthetic Media Content Using Machine Learning
Advanced Sciences and Technologies for Security Applications (ASTSA), 2021
S. Zobaed
Md Fazle Rabby
Md Istiaq Hossain
Ekram Hossain
Sazib Hasan
Asif Karim
Khan Md. Hasib
AAML
221
23
0
07 Sep 2021
FFR_FD: Effective and Fast Detection of DeepFakes Based on Feature Point Defects
Gaojian Wang
Qian Jiang
Xin Jin
Xiaohui Cui
CVBM
267
34
0
05 Jul 2021
Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis
International Joint Conference on Artificial Intelligence (IJCAI), 2021
Yang He
Ning Yu
Margret Keuper
Mario Fritz
221
89
0
29 May 2021
SpectralDefense: Detecting Adversarial Attacks on CNNs in the Fourier Domain
IEEE International Joint Conference on Neural Network (IJCNN), 2021
P. Harder
Franz-Josef Pfreundt
Margret Keuper
J. Keuper
AAML
359
55
0
04 Mar 2021
Countering Malicious DeepFakes: Survey, Battleground, and Horizon
International Journal of Computer Vision (IJCV), 2021
Felix Juefei Xu
Run Wang
Yihao Huang
Qing Guo
Lei Ma
Yang Liu
AAML
552
167
0
27 Feb 2021
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
518
424
0
25 Feb 2021
Focal Frequency Loss for Image Reconstruction and Synthesis
IEEE International Conference on Computer Vision (ICCV), 2020
Liming Jiang
Bo Dai
Wayne Wu
Chen Change Loy
421
395
0
23 Dec 2020
FakeTagger: Robust Safeguards against DeepFake Dissemination via Provenance Tracking
ACM Multimedia (ACM MM), 2020
Run Wang
Felix Juefei Xu
Mengqing Luo
Yang Liu
Lina Wang
367
104
0
21 Sep 2020
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