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Travel Time Estimation

Evaluation of the time required to travel between two points.

Papers

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Showing 1–10 of 55 papers

Title	Date	Tasks	Status	Hype	Score
Deep Learning for Trajectory Data Management and Mining: A Survey and Beyond	Mar 21, 2024	Anomaly DetectionDeep Learning	CodeCode Available	3	5
Jointly Contrastive Representation Learning on Road Network and Trajectory	Sep 14, 2022	Contrastive LearningRepresentation Learning	CodeCode Available	1	5
RNTrajRec: Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer	Nov 23, 2022	DecoderGraph Generation	CodeCode Available	1	5
Unsupervised Path Representation Learning with Curriculum Negative Sampling	Jun 17, 2021	Recommendation SystemsRepresentation Learning	CodeCode Available	1	5
Multi View Spatial-Temporal Model for Travel Time Estimation	Sep 15, 2021	Travel Time Estimation	CodeCode Available	1	5
Bridging Traffic State and Trajectory for Dynamic Road Network and Trajectory Representation Learning	Feb 8, 2025	Graph AttentionRepresentation Learning	CodeCode Available	1	5
UVTM: Universal Vehicle Trajectory Modeling with ST Feature Domain Generation	Feb 11, 2024	Trajectory ModelingTrajectory Prediction	CodeCode Available	0	5
DeepIST: Deep Image-based Spatio-Temporal Network for Travel Time Estimation	Sep 5, 2019	Travel Time Estimation	CodeCode Available	0	5
Fine-Grained Trajectory-based Travel Time Estimation for Multi-city Scenarios Based on Deep Meta-Learning	Jan 20, 2022	DecoderMeta-Learning	CodeCode Available	0	5
DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time Estimation	Aug 23, 2024	Deep Reinforcement LearningMixture-of-Experts	CodeCode Available	0	5

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