sutd-visual-computing-group / Fourier-Discrepancies-CNN-Detection
[CVPR 2021: Oral] In this work, we show that high frequency Fourier spectrum decay discrepancies are not inherent characteristics for existing CNN-based generative models.
☆29Updated 3 years ago
Alternatives and similar repositories for Fourier-Discrepancies-CNN-Detection:
Users that are interested in Fourier-Discrepancies-CNN-Detection are comparing it to the libraries listed below
- Official implementation of AAAI22 paper "ADD: Frequency Attention and Multi-View based Knowledge Distillation to Detect Low-Quality Compr…☆8Updated last year
- Implementation of “Localization of Deep Inpainting Using High-Pass Fully Convolutional Network”☆28Updated 3 years ago
- ☆26Updated 4 years ago
- T-GD: Transferable GAN-generated Images Detection Framework. (ICML 2020)☆18Updated 3 years ago
- Image-to-Image Translation in PyTorch☆27Updated 5 years ago
- Repo for our CVPR Paper: Watch your Up-Convolution: CNN Based Generative Deep Neural Networks areFailing to Reproduce Spectral Distributi…☆134Updated 5 years ago
- Implementation for the IJCAI2021 work "Beyond the Spectrum: Detecting Deepfakes via Re-synthesis"☆37Updated 3 years ago
- Code for AAAI 2021 paper "Domain General Face Forgery Detection by Learning to Weight" (AAAI 2021).☆61Updated 4 years ago
- Author implementation of Exploring Adversarial Fake Images on Face Manifold (CVPR 2021 oral)☆32Updated 2 years ago
- Unofficial implementation of ECCV20 paper "Thinking in frequency: Face forgery detection by mining frequency-aware clues"☆63Updated 2 years ago
- We develop a black-box adversarial attack method against potential deepfake models based on image-to-image translation GANs utilizing 3 o…☆14Updated 3 years ago
- A implementation of Attribute Group Editing for Reliable Few-shot Image Generation (CVPR 2022)☆59Updated 3 years ago
- Face Forensics in the Wild☆48Updated 3 years ago
- Deepfake detection using wavelet-packets in PyTorch, European Conference on Machine Learning (ECML PKDD) 2022.☆50Updated 2 years ago
- The papers of Deepfakes Detection.☆23Updated 4 years ago
- Official implementation of the paper "GANprintR: Improved Fakes and Evaluation of the State-of-the-Art in Face Manipulation Detection"☆22Updated 5 years ago
- The official Tensorflow implementation for ICCV'19 paper 'Attributing Fake Images to GANs: Learning and Analyzing GAN Fingerprints'☆120Updated 2 years ago
- ☆48Updated 2 years ago
- [ECCV 2020] Pytorch codes for Open-set Adversarial Defense☆23Updated 3 years ago
- GreedyFool (NIPS2020) official code for saprse adversarial attack☆35Updated 4 years ago
- [ECCV 2022: Oral] In this work, we discover that color is a crtical transferable forensic feature (T-FF) in universal detectors for detec…☆15Updated 2 years ago
- The code for Adaptive Face Forgery Detection in Cross Domain in ECCV 2022☆9Updated 2 years ago
- Code accompanying the AAAI 2021 paper "Spectral Distribution Aware Image Generation".☆23Updated 4 years ago
- Data and code for WACV 2023 paper “A Continual Deepfake Detection Benchmark: Dataset, Methods, and Essentials“☆39Updated 2 years ago
- ☆32Updated 2 years ago
- The author's unofficial PyTorch re-implementation of Face Xray☆82Updated 4 years ago
- ☆99Updated 4 years ago
- [CVPR 2021] Linear Semantics in Generative Adversarial Networks☆26Updated 3 years ago
- Offical implemention of Robust Superpixel-Guided Attentional Adversarial Attack (CVPR2020)☆10Updated 3 years ago
- <GenCo: Generative Co-training for Generative Adversarial Networks with Limited Data> in AAAI 2022☆16Updated 3 years ago