dsb2017

The solution of team 'grt123' in DSB2017

dsb2018

Data Science Bowl 2018

facebook

finch

Lots of My (Machine Learning) Implementations based on TensorFlow / PyTorch (Keep Updating)

ftvnnr_dynamic_mri

This contains source codes of MedIA18 paper

graph-based-deep-learning-literature

hipt

Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)

imagecaptioning.pytorch

image captioning codebase in pytorch(finetunable cnn in branch "with_finetune";diverse beam search can be found in 'dbs' branch; self-critical training is under my self-critical.pytorch repository.)

kaggle-dsb

Data Science Bowl 2017 Competition

kaggle-web-traffic

1st place solution

kaggle_ndsb2017

Kaggle datascience bowl 2017

keras-extra

Extra Layers for Keras to connect CNN with RNN

kirp-topological-features

localspecgcn

Source code for paper "Local Spectral Graph Convolution for Point Set Feature Learning"

lsd_foreground_detection

This contains source codes of TIP15 and ICME14 work

master-thesis

Work done on my master thesis.

medicalzoopytorch

MedicalZooPytorch: A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

msinet

Deep learning model for the prediction of microsatellite instability in colorectal cancer: a diagnostic study

multimodalprognosis

Deep Learning with Multimodal Representation for Pancancer Prognosis Prediction

nnet-survival

A Simple Discrete-Time Survival Model for Neural Networks

nolearn

scikit-learn compatible neural network library

nucleisegmentation

cGAN-based Multi Organ Nuclei Segmentation

osvos-tensorflow

One-Shot Video Object Segmentation

patch-gcn

Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021

pixel-cnn

Python3 / Tensorflow implementation of PixelCNN++, as described in "PixelCNN++: A PixelCNN Implementation with Discretized Logistic Mixture Likelihood and Other Modifications"

pixel2mesh

Single image to mesh reconstruction using a graph-based convolutional neural network

pixel2meshplusplus

Pixel2Mesh++: Multi-View 3D Mesh Generation via Deformation. In ICCV2019.

prml

PRML algorithms implemented in Python

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques