dorisxindu Goto Github PK
Name: Xin Du
Type: User
Company: University of Cambridge
Location: Cambridge
Name: Xin Du
Type: User
Company: University of Cambridge
Location: Cambridge
Code for ICLR 2019 paper "Adaptive Estimators Show Information Compression in Deep Neural Networks" (https://openreview.net/forum?id=SkeZisA5t7)
A Small and Easy approach to the BraTS2020 dataset (2D Segmentation)
github repository for paper "Deep Cascade Learning for Optimal Medical Image Classification via Transfer". MLHC2022
A machine learning library for PyTorch
Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"
EDGE: Scalable and optimum mutual information estimator for high-dimensional applications including deep learning
PyTorch implementation of Grad-CAM, vanilla/guided backpropagation, deconvnet, and occlusion sensitivity maps
Learning recognition/segmentation models without end-to-end training. 40%-60% less GPU memory footprint. Same training time. Better performance.
A Pytorch implementation of the Mutual Information Neural Estimator
Implementation of Mutual Information Neural Estimation in PyTorch
A pytorch implementation of MINE(Mutual Information Neural Estimation)
MINE estimation implemented with Tensorflow 2
MINE: Mutual Information Neural Estimation in pytorch (unofficial)
Tools for generating mini-ImageNet dataset and processing batches
Medical Image Segmentation Transformer with Convolutional Attention Mixing (CAM) Decoder
Computation of Mutual Information based on Kernel Density Estimation. Implemented in C++ using Eigen.
A Tensorflow implementation Mutual Information estimation methods
Pytorch Implementation of the Nonlinear Information Bottleneck
Implementations of recent research prototypes/demonstrations using MONAI.
SwinUnet3D
Tool for robust segmentation of >100 important anatomical structures in CT and MR images
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.