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Knowledge Distillation for Semantic Segmentation Using Channel and Spatial Correlations and Adaptive Cross Entropy

In this paper, we propose an efficient knowledge distillation method to train light networks using heavy networks for semantic segmentation. Most semantic segmentation networks that exhibit good accuracy are based on computationally expensive networks. These networks are not suitable for mobile appl...

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Detalles Bibliográficos
Autores principales: Park, Sangyong, Heo, Yong Seok
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7471971/
https://www.ncbi.nlm.nih.gov/pubmed/32824456
http://dx.doi.org/10.3390/s20164616