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xiaojianliu's Projects

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开发者课堂课程资料

crnn icon crnn

Convolutional-Recursive Deep Learning for 3D Object Classification Richard Socher, Brody Huval, Bharath Bhat, Christopher D. Manning and Andrew Y. Ng Advances in Neural Information Processing Systems (NIPS 2012)

d3 icon d3

Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:

deep3dfacereconstruction icon deep3dfacereconstruction

Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set (CVPRW 2019)

dgl icon dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

flag icon flag

Adversarial Data Augmentation for Graph Neural Networks.

gcn_keras icon gcn_keras

图卷积神经网络 A Simplified Graph Convolutional Network with Keras

gnn-toolbox icon gnn-toolbox

This toolbox is the work of Prof. Franco Scarselli, especially useful for graph neural network modelling.

gnn_community icon gnn_community

Implementation of the paper "Community Detection with Graph Neural Networks", by J. Bruna and L. Li

gnn_hierarchical_pooling icon gnn_hierarchical_pooling

Graph Neural Network with Hierarchical Pooling for PyTorch: "Hierarchical Graph Representation Learning with Differentiable Pooling".

gnn_molecules icon gnn_molecules

This is a code of a graph neural network (GNN) for molecules, which is based on learning representations of r-radius subgraphs (or called fingerprints) in molecules.

gnnpapers icon gnnpapers

Must-read papers on graph neural networks (GNN)

kfcm icon kfcm

KFCM algorithm for segmentation of MRI

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