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Yuan's Projects

artificialganfingerprints icon artificialganfingerprints

The official PyTorch implementation for ICCV'21 Oral paper 'Artificial GAN Fingerprints: Rooting Deepfake Attribution in Training Data'

encoder4editing icon encoder4editing

Official implementation of "Designing an Encoder for StyleGAN Image Manipulation" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02766

machine-learning-without-any-libraries icon machine-learning-without-any-libraries

This is a collection of some of the important machine learning algorithms which are implemented with out using any libraries. Libraries such as numpy and pandas are used to improve computational complexity of algorithms

pixel2style2pixel icon pixel2style2pixel

Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation" (CVPR 2021) presenting the pixel2style2pixel (pSp) framework

watermarking_in_faceid icon watermarking_in_faceid

Official pytorch implementation of WACV 2023 Paper "Proactive Deepfake Defence via Identity Watermarking" for both training and evaluation.

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