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Spectral Distribution Aware Image Generation

5 December 2020

Papers citing "Spectral Distribution Aware Image Generation"

25 / 25 papers shown

Title
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 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 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 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 Shashank Agnihotri Julia Grabinski Margret Keuper 82 6 0 29 Nov 2023
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 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 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 Julia Grabinski J. Keuper Margret Keuper AAML 87 7 0 19 Jul 2023
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 Shashank Agnihotri Steffen Jung Margret Keuper AAML 95 22 0 04 Feb 2023
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 Zeyu Lu Junjun Jiang Jun Huang Gang Wu Xianming Liu 66 25 0 15 May 2022
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 Sara Bjork Jonas Nordhaug Myhre T. Johansen DRL 72 6 0 19 Jan 2022
Investigating Shifts in GAN Output-Distributions Ricard Durall J. Keuper OOD GAN 53 0 0 28 Dec 2021
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 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 Gaojian Wang Qian Jiang Xin Jin Xiaohui Cui CVBM 73 29 0 05 Jul 2021
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 P. Harder Franz-Josef Pfreundt Margret Keuper J. Keuper AAML 100 50 0 04 Mar 2021
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 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 Liming Jiang Bo Dai Wayne Wu Chen Change Loy 123 289 0 23 Dec 2020
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