Pinned Repositories
adaptive_estimators
Code for ICLR 2019 paper "Adaptive Estimators Show Information Compression in Deep Neural Networks" (https://openreview.net/forum?id=SkeZisA5t7)
Brain-Tumor-Segmentation
A Small and Easy approach to the BraTS2020 dataset (2D Segmentation)
Cascade-Learning
A simple example of cascade learning
cascade_transfer_learning_medical
github repository for paper "Deep Cascade Learning for Optimal Medical Image Classification via Transfer". MLHC2022
CascadeLearning
cortex
A machine learning library for PyTorch
CycleGAN
CycleGAN
DIM
Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"
Information-Cascade
MINE
A Pytorch implementation of the Mutual Information Neural Estimator
DorisxinDU's Repositories
DorisxinDU/Information-Cascade
DorisxinDU/MINE
A Pytorch implementation of the Mutual Information Neural Estimator
DorisxinDU/adaptive_estimators
Code for ICLR 2019 paper "Adaptive Estimators Show Information Compression in Deep Neural Networks" (https://openreview.net/forum?id=SkeZisA5t7)
DorisxinDU/Brain-Tumor-Segmentation
A Small and Easy approach to the BraTS2020 dataset (2D Segmentation)
DorisxinDU/Cascade-Learning
A simple example of cascade learning
DorisxinDU/cascade_transfer_learning_medical
github repository for paper "Deep Cascade Learning for Optimal Medical Image Classification via Transfer". MLHC2022
DorisxinDU/CascadeLearning
DorisxinDU/cortex
A machine learning library for PyTorch
DorisxinDU/DIM
Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"
DorisxinDU/EDGE
EDGE: Scalable and optimum mutual information estimator for high-dimensional applications including deep learning
DorisxinDU/grad-cam-pytorch
PyTorch implementation of Grad-CAM, vanilla/guided backpropagation, deconvnet, and occlusion sensitivity maps
DorisxinDU/InfoPro-Pytorch
Learning recognition/segmentation models without end-to-end training. 40%-60% less GPU memory footprint. Same training time. Better performance.
DorisxinDU/layerCNN
DorisxinDU/mine-1
Implementation of Mutual Information Neural Estimation in PyTorch
DorisxinDU/MINE-Mutual-Information-Neural-Estimation-
A pytorch implementation of MINE(Mutual Information Neural Estimation)
DorisxinDU/MINE-Mutual-Information-Neural-Estimator
MINE estimation implemented with Tensorflow 2
DorisxinDU/Mine_pytorch
MINE: Mutual Information Neural Estimation in pytorch (unofficial)
DorisxinDU/mini-imagenet-tools
Tools for generating mini-ImageNet dataset and processing batches
DorisxinDU/MIST
Medical Image Segmentation Transformer with Convolutional Attention Mixing (CAM) Decoder
DorisxinDU/Mutual-Information
DorisxinDU/Mutual-Information-KDE
Computation of Mutual Information based on Kernel Density Estimation. Implemented in C++ using Eigen.
DorisxinDU/Mutual-Information-Variational-Bounds
A Tensorflow implementation Mutual Information estimation methods
DorisxinDU/nonlinear-IB-PyTorch
Pytorch Implementation of the Nonlinear Information Bottleneck
DorisxinDU/research-contributions
Implementations of recent research prototypes/demonstrations using MONAI.
DorisxinDU/svcca
DorisxinDU/SwinUnet3D
SwinUnet3D
DorisxinDU/TotalSegmentator
Tool for robust segmentation of >100 important anatomical structures in CT and MR images
DorisxinDU/TransferLearning_PIGAN