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awesome-deepfakes-materials

A curated list of awesome Deepfakes materials

awesome-graph-neural-networks

Paper Lists for Graph Neural Networks

awesome-incremental-learning

Awesome Incremental Learning

awesome-lifelong-continual-learning

A list of papers, blogs, datasets and software in the field of lifelong/continual machine learning

awesome-reinforcement-learning

Learning Resources And Links Of Reinforcement Learning （updating）

awesome-segmentation-saliency-dataset

A collection of some datasets for segmentation / saliency detection. Welcome to PR...:smile:

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

backdoors101

Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.

bionev

Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations"

camouflaged-people-detection

capsule-forensics-v2

Implementation of the Capsule-Forensics-v2

cddd

Implementation of the Paper "Learning Continuous and Data-Driven Molecular Descriptors by Translating Equivalent Chemical Representations" by Robin Winter, Floriane Montanari, Frank Noe and Djork-Arne Clevert.

celeba-spoof

[ECCV2020] A Large-Scale Face Anti-Spoofing Dataset

celebamask-hq

A large-scale face dataset for face parsing, recognition, generation and editing.

cfr-jr

Code for the paper "Learning to Correlate in Multi-Player General-Sum Sequential Games".

classnseg

Implementation and demonstration of the paper: Multi-task Learning for Detecting and Segmenting Manipulated Facial Images and Videos

cnndetection

Code for the paper: CNN-generated images are surprisingly easy to spot... for now https://peterwang512.github.io/CNNDetection/

comparing-the-performance-of-deepfake-detection-methods-on-benchmark-datasets

A deepfake detector that provides 35 different deepfake detection methods.

complete_col

Teach a learning agent in real-time using human interaction and reinforcement learning to complete different tasks.

continual-learning-benchmark

Evaluate three types of task shifting with popular continual learning algorithms.

curriculum_learning

Code implementing the experiments described in the paper "On The Power of Curriculum Learning in Training Deep Networks" by Hacohen & Weinshall (ICML 2019)

curriculumlearningforlanguagemodels

cycles

Code for Poincaré Recurrence, Cycles and Spurious Equilibria in Gradient-Descent-Ascent for Non-Convex Non-Concave Zero-Sum Games (NeurIPS 2019)

dcs

Digital Combat Simulator Python mission framework

decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

deep-cfr

Scalable Implementation of Deep CFR and Single Deep CFR

deepcognitivehierarchy

Implementation of Deep Learning for Predicting Human Strategic Behavior

deeperforensics-1.0

[CVPR 2020] A Large-Scale Dataset for Real-World Face Forgery Detection

deeperforensicschallengesolution

The solution for the DeeperForensics Challenge 2020

deepfacelive

Real-time face swap for PC streaming or video calls