ammieqi Goto Github PK

graph_attention_pool

Attention over nodes in Graph Neural Networks using PyTorch (NeurIPS 2019)

graph_coattention

Work on designing a graph co-attention algorithm.

graph_element_networks

graph_pool

To build a better graph classification model

graph_transformer_networks

Graph Transformer Networks (Authors' PyTorch implementation for the NeurIPS 19 paper)

graphsaint

[ICLR 2020; IPDPS 2019] Open sourced implementation for GraphSAINT: Graph Sampling Based Inductive Learning Method.

graphwaveletneuralnetwork

A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)

graphwriter

Code for "Text Generation from Knowledge Graphs with Graph Transformers"

griddehazenet

This repo contains the official training and testing codes for our paper: GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing.

grn

Graph Recurrent Networks

ground-sentence-video

Implementation of the EMNLP 2018 paper "Temporally Grounding Natural Sentence in Video" using PyTorch

grounded-video-description

Video Grounding and Captioning

group-activity-recognition

CVPR 2019 Paper - Learning Actor Relation Graphs for Group Activity Recognition

gsdmm

GSDMM: Short text clustering

gsmn

Implementation of our CVPR2020 paper, Graph Structured Network for Image-Text Matching

gss

Code for the NeurIPS'19 paper "Guided Similarity Separation for Image Retrieval"

gsteg_cvpr_2019

gtos

Code for AAAI2020 paper "Graph Transformer for Graph-to-Sequence Learning"

gumbel_softmax_vae

PyTorch implementation of a Variational Autoencoder with Gumbel-Softmax Distribution

gym

A toolkit for developing and comparing reinforcement learning algorithms.

h-gcn

Source code and datasets for the paper "Hierarchical Graph Convolutional Networks for Semi-supervised Node Classification" (IJCAI-19)

h5py

HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5 binary data format.

hacamodel

Implementation of "Watch, Listen, and Describe: Globally and Locally Aligned Cross-Modal Attentions for Video Captioning" (https://arxiv.org/abs/1804.05448)

hacker-laws

💻📖 Laws, Theories, Principles and Patterns that developers will find useful.

hal

Code release for "HAL: Improved Text-Image Matching by Mitigating Visual Semantic Hubs" at AAAI 2020.

han

Heterogeneous Graph Neural Network

handong1587.github.io

hast

Aspect Term Extraction with History Attention and Selective Transformation (IJCAI 2018)

hconv-gpool-net

TensorFlow implementation of Learning Graph Pooling and Hybrid Convolutional Operations for Text Representations (WWW19)

hcrn-videoqa

Implementation for the paper "Hierarchical Conditional Relation Networks for Video Question Answering" (Le et al., CVPR 2020, Oral)