Python implementation of ADD: Frequency Attention and Multi-View based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images, AAAI2022.

Last update: Oct 24, 2022

Overview

ADD: Frequency Attention and Multi-View based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images

Binh M. Le & Simon S. Woo, "ADD: Frequency Attention and Multi-View based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images."
Thirty-Sixth AAAI Conference on Artificial Intelligence. 2022. Canada

Overview of our framework

Installation

Ubuntu 18.04.5 LTS
CUDA 10.2
Python 3.6.10
python packages are detailed separately in requirements.txt.

Datasets

NeuralTextures [Dataset] [Paper]
DeepFakes [Dataset] [GitHub]
Face2Face [Dataset] [Paper]
FaceSwap [Dataset] [GitHub]
FaceShifter [Dataset] [Paper]

Grad-CAM

Star if you find it useful. ⭐

Owner

Ph.D. student @ Sungkyunkwan University, South Korea

GitHub Repository

Official Implementation of Swapping Autoencoder for Deep Image Manipulation (NeurIPS 2020)

Swapping Autoencoder for Deep Image Manipulation Taesung Park, Jun-Yan Zhu, Oliver Wang, Jingwan Lu, Eli Shechtman, Alexei A. Efros, Richard Zhang UC

449 Dec 27, 2022

Generative Handwriting using LSTM Mixture Density Network with TensorFlow

Generative Handwriting Demo using TensorFlow An attempt to implement the random handwriting generation portion of Alex Graves' paper. See my blog post

686 Nov 24, 2022

6D Grasping Policy for Point Clouds

GA-DDPG [website, paper] Installation git clone https://github.com/liruiw/GA-DDPG.git --recursive Setup: Ubuntu 16.04 or above, CUDA 10.0 or above, py

48 Dec 21, 2022

Learning High-Speed Flight in the Wild

Learning High-Speed Flight in the Wild This repo contains the code associated to the paper Learning Agile Flight in the Wild. For more information, pl

391 Dec 29, 2022

World Models with TensorFlow 2

World Models This repo reproduces the original implementation of World Models. This implementation uses TensorFlow 2.2. Docker The easiest way to hand

234 Nov 30, 2022

A Vision Transformer approach that uses concatenated query and reference images to learn the relationship between query and reference images directly.

24 Dec 13, 2022

Replication of Pix2Seq with Pretrained Model

Pretrained-Pix2Seq We provide the pre-trained model of Pix2Seq. This version contains new data augmentation. The model is trained for 300 epochs and c

51 Nov 22, 2022

Official code for NeurIPS 2021 paper "Towards Scalable Unpaired Virtual Try-On via Patch-Routed Spatially-Adaptive GAN"

Towards Scalable Unpaired Virtual Try-On via Patch-Routed Spatially-Adaptive GAN Official code for NeurIPS 2021 paper "Towards Scalable Unpaired Virtu

68 Dec 21, 2022

MediaPipe Kullanarak İleri Seviye Bilgisayarla Görü

12 Mar 29, 2022

Code release to accompany paper "Geometry-Aware Gradient Algorithms for Neural Architecture Search."

Geometry-Aware Gradient Algorithms for Neural Architecture Search This repository contains the code required to run the experiments for the DARTS sear

18 May 27, 2022

Pytoydl: A toy deep learning framework built upon numpy.

Documents: https://pytoydl.readthedocs.io/zh/latest/ Pytoydl A toy deep learning framework built upon numpy. You can star this repository to keep trac

28 Dec 10, 2022

“英特尔创新大师杯”深度学习挑战赛赛道3：CCKS2021中文NLP地址相关性任务

基于 bert4keras 的一个baseline 不作任何数据trick 单模线上最高可到 0.7891 # 基础版 train.py 0.7769 # transformer 各层 cls concat 明神的trick https://xv44586.git

7 Dec 28, 2021

An implementation of a sequence to sequence neural network using an encoder-decoder

Keras implementation of a sequence to sequence model for time series prediction using an encoder-decoder architecture. I created this post to share a

195 Dec 17, 2022

Official codebase for running the small, filtered-data GLIDE model from GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models.

GLIDE This is the official codebase for running the small, filtered-data GLIDE model from GLIDE: Towards Photorealistic Image Generation and Editing w

2.9k Jan 04, 2023

Python implementation of ADD: Frequency Attention and Multi-View based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images, AAAI2022.

Related tags

Overview

ADD: Frequency Attention and Multi-View based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images

Overview of our framework

Installation

Datasets

Grad-CAM

Owner

Official Implementation of Swapping Autoencoder for Deep Image Manipulation (NeurIPS 2020)

Generative Handwriting using LSTM Mixture Density Network with TensorFlow

6D Grasping Policy for Point Clouds

Learning High-Speed Flight in the Wild

World Models with TensorFlow 2

A Vision Transformer approach that uses concatenated query and reference images to learn the relationship between query and reference images directly.

Replication of Pix2Seq with Pretrained Model

Official code for NeurIPS 2021 paper "Towards Scalable Unpaired Virtual Try-On via Patch-Routed Spatially-Adaptive GAN"

MediaPipe Kullanarak İleri Seviye Bilgisayarla Görü

Code release to accompany paper "Geometry-Aware Gradient Algorithms for Neural Architecture Search."

Pytoydl: A toy deep learning framework built upon numpy.

“英特尔创新大师杯”深度学习挑战赛赛道3：CCKS2021中文NLP地址相关性任务

An implementation of a sequence to sequence neural network using an encoder-decoder

Official codebase for running the small, filtered-data GLIDE model from GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models.

existing and custom freqtrade strategies supporting the new hyperstrategy format.

The code for our paper Semi-Supervised Learning with Multi-Head Co-Training

CSD: Consistency-based Semi-supervised learning for object Detection

This repo generates the training data and the model for Morpheus-Deblend

Implementation of CVPR'2022:Reconstructing Surfaces for Sparse Point Clouds with On-Surface Priors

implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks

Python implementation of ADD: Frequency Attention and Multi-View based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images, AAAI2022.

Related tags

Overview

ADD: Frequency Attention and Multi-View based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images

Overview of our framework

Installation

Datasets

Grad-CAM

Owner

Official Implementation of Swapping Autoencoder for Deep Image Manipulation (NeurIPS 2020)

Generative Handwriting using LSTM Mixture Density Network with TensorFlow

6D Grasping Policy for Point Clouds

Learning High-Speed Flight in the Wild

World Models with TensorFlow 2

A Vision Transformer approach that uses concatenated query and reference images to learn the relationship between query and reference images directly.

Replication of Pix2Seq with Pretrained Model

Official code for NeurIPS 2021 paper "Towards Scalable Unpaired Virtual Try-On via Patch-Routed Spatially-Adaptive GAN"

MediaPipe Kullanarak İleri Seviye Bilgisayarla Görü

Code release to accompany paper "Geometry-Aware Gradient Algorithms for Neural Architecture Search."

Pytoydl: A toy deep learning framework built upon numpy.

“英特尔创新大师杯”深度学习挑战赛 赛道3：CCKS2021中文NLP地址相关性任务

An implementation of a sequence to sequence neural network using an encoder-decoder

Official codebase for running the small, filtered-data GLIDE model from GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models.

existing and custom freqtrade strategies supporting the new hyperstrategy format.

The code for our paper Semi-Supervised Learning with Multi-Head Co-Training

CSD: Consistency-based Semi-supervised learning for object Detection

This repo generates the training data and the model for Morpheus-Deblend

Implementation of CVPR'2022:Reconstructing Surfaces for Sparse Point Clouds with On-Surface Priors

implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks

“英特尔创新大师杯”深度学习挑战赛赛道3：CCKS2021中文NLP地址相关性任务