Xin Dong's repositories
pointSIFT-for-age
adapt pointSIFT for 3D age prediction from 3D raw face
A-GCN
Pytorch code for our work: Learning Label Correlations for Multi-Label Image Recognition with Graph Networks
age-estimation-by-CNN
Age Estimation by Using a CNN (Convolutional Neural Network) Based Regression Model
annchor
Fast k-NN graph construction for slow metrics
awesome-causality-algorithms
An index of algorithms for learning causality with data
AWESOME-FER
Top conferences & Journals focused on Facial expression recognition (FER)/ Facial action unit (FAU)
Awesome-Knowledge-Distillation
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。
awesome_OpenSetRecognition_list
A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recognition
CaaM
[ICCV 2021] Released code for Causal Attention for Unbiased Visual Recognition
class-balancing-gan
Class Balancing GAN with a Classifier In The Loop (UAI 2021)
DA
Unsupervised Domain Adaptation Papers and Code
DeepFaceLab
DeepFaceLab is the leading software for creating deepfakes.
DeepFAS
🔥Deep Learning for Face Anti-Spoofing
DenseCL
Dense Contrastive Learning (DenseCL) for self-supervised representation learning, CVPR 2021 Oral.
DR-UDA
This is the source code for paper "Unsupervised Adversarial Domain Adaptation for Cross-domain Face Presentation Attack Detection"
DSSL
PyTorch implementation of DSSL: Deep Successive Subspace Learning for Data Clustering
faceswap
Deepfakes Software For All
Learning-Statistical-Texture-for-Semantic-Segmentation
Pytorch code for CVPR2021 paper "Learning Statistical Texture for Semantic Segmentation"
meta-weight-net
NeurIPS'19: Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting (Pytorch implementation for noisy labels).
Meta-Weight-Net_Code-Optimization
A new code framework that uses pytorch to implement meta-learning, and takes Meta-Weight-Net as an example.
prepare_detection_dataset
convert dataset to coco/voc format
pytorch-distributed
A quickstart and benchmark for pytorch distributed training.
pytorch_cluster
PyTorch Extension Library of Optimized Graph Cluster Algorithms
robust_cls_model
The code to reproduce CVPR 2021 paper "Towards Robust Classification Model by Counterfactual and Invariant Data Generation"
RobustForensics
Solution to Deepfake Detection Challenge
subspace-clustering
Toolbox for large scale subspace clustering
task-distillation
Code for Domain Adaptation Through Task Distillation (ECCV 20)