Search Results for author: Jianli Xiao

Found 3 papers, 0 papers with code

A Hybrid Model for Traffic Incident Detection based on Generative Adversarial Networks and Transformer Model

no code implementations2 Mar 2024 Xinying Lu, Doudou Zhang, Jianli Xiao

A hybrid model combining transformer and generative adversarial networks (GANs) is proposed to address these challenges.

Management

Hybrid Transformer and Spatial-Temporal Self-Supervised Learning for Long-term Traffic Prediction

no code implementations29 Jan 2024 Wang Zhu, Doudou Zhang, Baichao Long, Jianli Xiao

Long-term traffic prediction has always been a challenging task due to its dynamic temporal dependencies and complex spatial dependencies.

Data Augmentation Self-Supervised Learning +1

A New Method for Vehicle Logo Recognition Based on Swin Transformer

no code implementations27 Jan 2024 Yang Li, Doudou Zhang, Jianli Xiao

Additionally, the use of a transfer learning strategy enables our method to be on par with state-of-the-art VLR methods.

Logo Recognition Transfer Learning

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