spatio-temporal

Fast and Accurate One-Stage Space-Time Video Super-Resolution (accepted in CVPR 2020)

list of papers, code, and other resources

Spatio-temporal modeling 论文列表（主要是graph convolution相关)

LibCity: An Open Library for Urban Spatio-temporal Data Mining

GSTools - A geostatistical toolbox: random fields, variogram estimation, covariance models, kriging and much more

Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, etc.)

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

STEP: Spatio-Temporal Progressive Learning for Video Action Detection. CVPR'19 (Oral)

This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic papers, AI lab and dataset etc.

Summary of open source code for deep learning models in the field of traffic prediction

PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"

Paper list in traffic prediction field

PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs

Code for the paper "Spatio-Temporal Neural Networks for Space-Time Series Modeling and Relations Discovery"

[ICRA 2021] This repository contains the code for "Locus: LiDAR-based Place Recognition using Spatiotemporal Higher-Order Pooling".

ST-DBSCAN: Simple and effective tool for spatial-temporal clustering

tsl: a PyTorch library for processing spatiotemporal data.

To keep updates with VRU Grand Challenge, please use https://github.com/NExTplusplus/VidVRD-helper

Mapping spatiotemporal patterns in an online and continuous fashion