jasmine-yu Goto Github PK

adversarial_image_defenses

Countering Adversarial Image using Input Transformations.

aggcn

Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)

awesome-nas

A curated list of neural architecture search (NAS) resources.

clustergcn

A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).

cogdl

CogDL: An Extensive Toolkit for Deep Learning on Graphs

conference-acceptance-rate

Acceptance rates for the major AI conferences

deepclustering

Methods and Implements of Deep Clustering

deepke

基于深度学习的开源中文知识图谱抽取框架

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

embedkgqa

ACL 2020: Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings

flores

Facebook Low Resource (FLoRes) MT Benchmark

fost

FOST is a general forecasting tool, which demonstrate our experience and advanced technology in practical forecasting domains, including temporal, spatial-temporal and hierarchical forecasting. Current general forecasting tools (Gluon-TS by amazon, Prophet by facebook etc.) can not process and model structural graph data, especially in spatial domains, also those tools suffer from tradeoff between usability and accuracy. To address these challenges, we design and develop FOST and aims to empower engineers and data scientists to build high-accuracy and easy-usability forecasting tools.

glre

Global-to-Local Neural Networks for Document-Level Relation Extraction, EMNLP 2020

gnnpapers

Must-read papers on graph neural networks (GNN)

gradual_domain_adaptation

hero

Research code for EMNLP 2020 paper "HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training"

howto100m

Code for the HowTo100M paper

lsr

Pytorch Implementation of our ACL 2020 Paper "Reasoning with Latent Structure Refinement for Document-Level Relation Extraction"

nlpcc-mh

中文多跳问答数据集

opennre

An Open-Source Package for Neural Relation Extraction (NRE)

rbn

The official repo of the CVPR2021 oral paper: Representative Batch Normalization with Feature Calibration

sentiment_analysis_weibohomo

sgas

SGAS: Sequential Greedy Architecture Search (CVPR'2020) https://www.deepgcns.org/auto/sgas

tentrans

Universal End2End Training Platform, including pre-training, classification tasks, machine translation, and etc.

unbiased-teacher

PyTorch code for ICLR 2021 paper Unbiased Teacher for Semi-Supervised Object Detection

univl

An official implementation for " UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation"

videofeatureextractor

Video Feature Extractor for S3D-HowTo100M

yolo_slowfast

Yolov5+SlowFast: Realtime Action Detection Based on PytorchVideo