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Leilei Ma's Projects

few_shot_meta_learning icon few_shot_meta_learning

Implementations of many meta-learning algorithms to solve the few-shot learning problem in Pytorch

fishnet icon fishnet

Distributed Stockfish analysis for lichess.org

fishnet-1 icon fishnet-1

Implementation code of the paper: FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction, NeurIPS 2018

gcn icon gcn

Implementation of Graph Convolutional Networks in TensorFlow

ggnn icon ggnn

Gated Graph Sequence Neural Networks

glore icon glore

Global Reasoning module for visual recognition

glove icon glove

GloVe model for distributed word representation

gmc icon gmc

GMC: Graph-based Multi-view Clustering (IEEE TKDE)

gnn4nlp-papers icon gnn4nlp-papers

A list of recent papers about Graph Neural Network methods applied in NLP areas.

gnnpapers icon gnnpapers

Must-read papers on graph neural networks (GNN)

graph-domain-adaptaion icon graph-domain-adaptaion

PyTorch code for the paper "Curriculum Graph Co-Teaching for Multi-target Domain Adaptation" (CVPR2021)

graphsage-pytorch icon graphsage-pytorch

A PyTorch implementation of GraphSAGE. This package contains a PyTorch implementation of GraphSAGE.

group-cam icon group-cam

Code for paper: Group-CAM: Group Score-Weighted Visual Explanations for Deep Convolutional Networks

group-lasso icon group-lasso

Group Lasso implementation following the scikit-learn API

grover icon grover

This is a Pytorch implementation of the paper: Self-Supervised Graph Transformer on Large-Scale Molecular Data

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