luna-98 Goto Github PK

balancedmse

[CVPR 2022 Oral] Balanced MSE for Imbalanced Visual Regression https://arxiv.org/abs/2203.16427

convlstm-pytorch

ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST

deeplgr

Pytorch Implementation of DeepLGR, ECML-PKDD-20

deepstn

Codes for AAAI 2019 DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis

earthformer

Official implementation of Earthformer

efficient_densenet_pytorch

A memory-efficient implementation of DenseNets

glsttn

gman

GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAAI-2020.

gnnpapers

Must-read papers on graph neural networks (GNN)

graph-wavenet

graph wavenet

imbalanced-regression

[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression

informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

kaggle-web-traffic

1st place solution

mlp-mixer-pytorch

An All-MLP solution for Vision, from Google AI

mvstgn

patchtst

An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730

predrnn-pytorch

Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

saconvsltm

Self-Attention ConvLSTM for Spatiotemporal Prediction, described in `https://ojs.aaai.org//index.php/AAAI/article/view/6819`, test on MovingMNIST.

sen-dal

Multi-modal Physiological Signals based Squeeze-and-Excitation Network with Domain Adversarial Learning for Sleep Staging

senet.pytorch

PyTorch implementation of SENet

simpledouyin

spatial-temporal-attention-network-for-poi-recommendation

Codes for a WWW'21 Paper. POI recommender system for location/trajectory prediction.

srd

Official pytorch implementation of Spatial Relation Decomposition method (AAAI 23)

st-tran

stcnet

Source code and data for our JSAC paper

stdensenet

Source code of Citywide Cellular Traffic Prediction Based on Densely Connected Convolutional Neural Networks

stdn

Code for our Spatiotemporal Dynamic Network

step

Code for our SIGKDD'22 paper Pre-training-Enhanced Spatial-Temporal Graph Neural Network For Multivariate Time Series Forecasting.

sthsl

Code for STHSL model proposed in Spatial-Temporal Hypergraph Self-Supervised Learning for Urban Crime Prediction in ICDE'2022