From Less to More: Progressive Generalized Zero-Shot Detection With Curriculum Learning

Object detection, as one of the most important environment perception tasks for traffic safety in intelligent transportation systems, has been widely investigated recently. However, most of the researches focus on the fully supervised scenario, and inevitably lead to model failure. With the continuo...

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Veröffentlicht in:	IEEE transactions on intelligent transportation systems 2022-10, Vol.23 (10), p.19016-19029
Hauptverfasser:	Liu, Jingren, Chen, Yi, Liu, Huajun, Zhang, Haofeng, Zhang, Yudong
Format:	Artikel
Sprache:	eng
Schlagworte:	Curricula curriculum learning Domains generalized zero-shot detection (GZSD) generative adversarial network (GAN) Generators Intelligent transportation systems Object detection Object recognition Proposals Semantics Task analysis Training Visualization Zero-shot learning
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