xuchen86

animegan2-pytorch

PyTorch implementation of AnimeGANv2

Awesome-Deep-Camera-Calibration

Deep Learning for Camera Calibration: A Survey

awesome-semantic-segmentation-pytorch

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

awesome-transformers-in-medical-imaging

A collection of resources on applications of Transformers in Medical Imaging.

bayesian-deep-learning

Unofficial code for papers on Bayesian deep learning like MCMC, VAE, Bayes by Backprop etc.

bayesian-neural-network-pytorch

PyTorch implementation of bayesian neural network.

bayesian-torch

A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch

BayesianDeepLearning-Survey

Bayesian Deep Learning: A Survey

bdlood

Bayesian deep learning for OoD detection benchmark

bnn_priors

Code for the paper "Bayesian Neural Network Priors Revisited"

CARes-UNet

CARes-UNet: Content-Aware Residual UNet for Lesion Segmentation of COVID-19 from Chest CT Images

cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization. https://poloclub.github.io/cnn-explainer/

CS-Notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

deep-learning-uncertainty

Literature survey, paper reviews, experimental setups and a collection of implementations for baselines methods for predictive uncertainty estimation in deep learning models.

deep_vp

dl-with-bayes

Contains code for the NeurIPS 2019 paper "Practical Deep Learning with Bayesian Principles"

External-Attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

Hierarchical-Bayesian-Defense

Official PyTorch Implementation for Towards Adversarial Robustness of Bayesian Neural Network through Hierarchical Variational Inference (Openreview)

Inf-Net

Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images, IEEE TMI 2020.

leetcode-master

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

ML-For-Beginners

12 weeks, 24 lessons, classic Machine Learning for all

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

Multitask-Learning-of-Semantic-Segmentation-and-Monucular-Depth-Estimation-For-Autonomous-Driving

multitask-seg-depth

Multi Task Learning for Semantic Segmentation, Instance Segmentation and Depth Estimation

nnUNet

probabilistic_segmentation

pytorch-adversarial-training

PyTorch-1.0 implementation for the adversarial training on MNIST/CIFAR-10 and visualization on robustness classifier.

RPNODE_FSS

Improving Adversarial Robustness for Few Shot Segmentation with Regularized Neural-ODEs

VesselSeg-Pytorch

Retinal vessel segmentation toolkit based on pytorch

wt-pgd