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liu6zijian's Projects

crawler icon crawler

A tiny python crawler code for chinese website

dcrnn_pytorch icon dcrnn_pytorch

Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch

frac_gnn icon frac_gnn

GNN model based on fractional gradient descent method

mmwave_precoding icon mmwave_precoding

The official source code of paper "A Deep Constrained and Synchronous Training Framework for Hybrid Precoding"

planetoid icon planetoid

Semi-supervised learning with graph embeddings

pyg_gnn icon pyg_gnn

Some gnn methods with pytorch geometric framework

pygat icon pygat

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

pytorch-unet icon pytorch-unet

Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation

svd icon svd

Image Compression and Reconstruction / Face Recognition

trajectron icon trajectron

Code accompanying "The Trajectron: Probabilistic Multi-Agent Trajectory Modeling with Dynamic Spatiotemporal Graphs" by Boris Ivanovic and Marco Pavone.

trajectron-plus-plus icon trajectron-plus-plus

Code accompanying the ECCV 2020 paper "Trajectron++: Dynamically-Feasible Trajectory Forecasting With Heterogeneous Data" by Tim Salzmann*, Boris Ivanovic*, Punarjay Chakravarty, and Marco Pavone (* denotes equal contribution).

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