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85

787

mit

23

Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)

location paper-list time-series deep-learning spatio-temporal anomaly-detection accident-detection demand-forecasting traffic-prediction probabilistic-models spatio-temporal-data time-series-imputation time-series-prediction travel-time-prediction multivariate-timeseries time-series-forecasting spatio-temporal-modeling spatio-temporal-prediction

Created 2022-03-24

823 commits to main branch, last one 11 days ago

MambaCD ChenHongruixuan

13

317

apache-2.0

3

[IEEE TGRS 2024] ChangeMamba: Remote Sensing Change Detection Based on Spatio-Temporal State Space Model

mamba python cdmamba mambacd pytorch cd-mamba mamba-cd changemamba change-mamba remote-sensing change-detection state-space-model spatio-temporal-modeling semantic-change-detection building-damage-assessment

Created 2024-04-04

81 commits to master branch, last one a day ago

MegaCRN deepkashiwa20

16

100

mit

2

[AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"

traffic-forecasting graph-neural-networks spatio-temporal-modeling graph-convolutional-networks convolutional-recurrent-network multivariate-time-series-prediction

Created 2022-11-21

124 commits to main branch, last one 9 months ago

pcraster pcraster

24

87

gpl-3.0

11

Environmental modeling software

cpp python modflow hydrology simulation earth-science spatio-temporal-modeling

Created 2015-06-30

1,329 commits to master branch, last one 8 days ago

ST-MGCN underdoc-wang

25

86

mit

1

[AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)

graph-neural-networks spatio-temporal-modeling

Created 2021-05-17

3 commits to main branch, last one 3 years ago

Squeeze-and-Recursion-Temporal-Gates alexandrosstergiou

6

67

mit

9

Code for : [Pattern Recognit. Lett. 2021] "Learn to cycle: Time-consistent feature discovery for action recognition" and [IJCNN 2021] "Multi-Temporal Convolutions for Human Action Recognition in Video...

hacs 3d-cnn pytorch moments-in-time kinetics-datasets action-recognition activity-recognition recursion-temporal-gates spatio-temporal-modeling

Created 2020-05-19

25 commits to master branch, last one 2 years ago

UString Cogito2012

19

63

mit

4

[ACM MM 2020] Uncertainty-based Traffic Accident Anticipation

accidents traffic-analysis uncertainty-estimation bayesian-neural-networks spatio-temporal-modeling

Created 2020-02-02

142 commits to master branch, last one about a year ago

DDGCRN wengwenchao123

14

61

unknown

2

[Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting

pytorch traffic-prediction traffic-forecasting traffic-flow-prediction spatio-temporal-modeling spatio-temporal-prediction

Created 2022-11-19

61 commits to main branch, last one 3 months ago