yaodi833 / NeuTraj
Seed guided neural metric learning approach for calculating trajectory similarities
☆51Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for NeuTraj
- t2vec: Deep Representation Learning for Trajectory Similarity Computation☆133Updated 3 years ago
- This repo is about paper "Efficient Trajectory Similarity Computation with Contrastive Learning".☆12Updated 3 years ago
- Some experiment codes of Trajectory Similarity Learning with Auxiliary Supervision and Optimal Matching☆6Updated 3 years ago
- Code for paper “SERM: A Recurrent Model for Next Location Prediction in Semantic Trajectories”☆30Updated 5 years ago
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆33Updated last month
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆46Updated 2 years ago
- Attentive Traffic Flow Machines☆57Updated 4 years ago
- Identifying Human Mobility via Trajectory Embeddings(TUL)☆59Updated 4 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆73Updated 7 months ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆17Updated last month
- code for "Trajectory clustering via deep representation learning"☆180Updated 7 years ago
- ☆21Updated 2 years ago
- ☆19Updated 5 months ago
- Codes for AAAI 2019 DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆66Updated 4 years ago
- Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023☆49Updated last year
- A Trajectory Preprocessing Toolkit in Python☆75Updated 4 years ago
- MetaST for WWW 2019☆51Updated 4 years ago
- Codes for paper in KDD 2020 (AI for COVID-19): Learning to Simulate Human Mobility☆45Updated 2 years ago
- ☆70Updated 2 years ago
- The source code of kdd2019 project☆24Updated 4 years ago
- This is for AAAI2020 submission #9808☆20Updated last week
- A collection of research on spatio-temporal data mining☆144Updated 2 months ago
- Map-Constrained Trajectory Recovery (KDD'21)☆53Updated 2 years ago
- Codes for WWW'18 Paper-DeepMove: Predicting Human Mobility with Attentional Recurrent Network☆145Updated 4 years ago
- DeepGTT: Learning Travel Time Distributions with Deep Generative Model☆36Updated 5 years ago
- ☆22Updated 6 years ago
- ☆28Updated last year
- implementation of STGCN for traffic prediction in IJCAI2018☆110Updated 5 years ago
- ST-LSTM network implemented using PyTorch.☆43Updated 5 years ago
- source_code for TULVAE☆23Updated 6 years ago