Xin Dong's Projects
Pytorch code for the paper "Deep Anomaly Detection for Generalized Face Anti-Spoofing"
Image restoration with neural networks but without learning.
deep learning for image processing including classification and object-detection etc.
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
EECS 442 Final Project @ UMich
Subspace clustering through the deep learning approach
PyTorch code for our paper: Open Set Recognition Through Deep Neural Network Uncertainty: Does Out-of-Distribution Detection Require Generative Classifiers? https://arxiv.org/abs/1908.09625
A pytorch implementation of "Deep Regression Forests for Age Estimation".(unofficial)
DeepFaceLab is the leading software for creating deepfakes.
🔥Deep Learning for Face Anti-Spoofing
深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06
A collection of various deep learning architectures, models, and tips
Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone
PyTorch implementation of Deep Spectral Clustering paper on a toy dataset
PyTorch Implementation of Deformable Convolution
Deformable ConvNets V2 (DCNv2) in PyTorch
Deforming kernels to adapt towards object deformation. In ICLR 2020.
3D Deformable Convolution Network
Official DeiT repository
Dense Contrastive Learning (DenseCL) for self-supervised representation learning, CVPR 2021 Oral.
the first update
implementation of DLDL-v2
This is a Pytorch implementation of "Deep Low-Rank Subspace Clustering" (CVPRW 2020).
All about domain generalization
This is the source code for paper "Unsupervised Adversarial Domain Adaptation for Cross-domain Face Presentation Attack Detection"
A Pytorch implementation of DSC-Net (Deep subspace clustering networks, NIPS17)
PyTorch implementation of DSSL: Deep Successive Subspace Learning for Data Clustering