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Transfer-Learning

Dynamic Traffic Network Representation Model for MRT Passenger Flow
·11 mins
Paper Paper Traffic-Flow Transfer-Learning Bert Attention Spatio-Temporal
Knowledge-Based Systems 2024: BERT dynamic station representations plus a hierarchical attention model that predicts MRT passenger flow from time, station and route views
A Dynamic Embedding Method for Passenger Flow Estimation
·9 mins
Paper Paper Traffic-Flow Transfer-Learning Bert Embedding Spatio-Temporal
IIAI-AAI 2021: BERT-pretrained dynamic MRT station embeddings replace GMAN’s static station features; Competitive Paper Award