sxt999

torch-influence

A simple PyTorch implementation of influence functions.

pytorch_influence_functions

This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence Functions by Pang Wei Koh and Percy Liang.

stylegan3

Official PyTorch implementation of StyleGAN3

GFPGAN

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

GPEN

UMSN-Face-Deblurring

Deblurring Face Images using Uncertainty Guided Multi-Stream Semantic Networks

HI-Diff

PyTorch code for our NeurIPS 2023 paper "Hierarchical Integration Diffusion Model for Realistic Image Deblurring"

MoE-FFD

mixture-of-experts

PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

DenoisingDiffusionProbabilityModel-ddpm-

This may be the simplest implement of DDPM. You can directly run Main.py to train the UNet on CIFAR-10 dataset and see the amazing process of denoising.

Exposing-the-Deception

This repo is the official implementation of “Exposing the Deception: Uncovering More Forgery Clues for Deepfake Detection”. Accepted by AAAI-2024.

FeatUp

Official code for "FeatUp: A Model-Agnostic Frameworkfor Features at Any Resolution" ICLR 2024

MachineUnlearning

Towards Machine Unlearning Benchmarks: Forgetting the Personal Identities in Facial Recognition Systems

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

MARLIN

[CVPR] MARLIN: Masked Autoencoder for facial video Representation LearnINg

RealForensics

Official code for Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection (CVPR 2022)

py-feat

Facial Expression Analysis Toolbox

Transfer-Learning-Library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

PAR

Implementation of Patch-wise Adversarial Regularization from "Learning Robust Global Representations by Penalizing Local Predictive Power"

ConvNeXt-V2

Code release for ConvNeXt V2 model

RECCE

[CVPR2022] End-to-End Reconstruction-Classification Learning for Face Forgery Detection

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

CADDM

Official implementation of ID-unaware Deepfake Detection Model

DeepfakeBench

A comprehensive benchmark of deepfake detection

Awesome-Deepfakes-Detection

A list of tools, papers and code related to Deepfake Detection.

SimSwap

An arbitrary face-swapping framework on images and videos with one single trained model!

SLADD

Official code for Self-supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection (CVPR 2022 oral)

OST

Official code for the NeurIPS 2022 paper: "ost: improving generalization of deepfake detection via one-shot test-time training"