Joint-Confidence-Guided Multi-Task Learning for 3D Reconstruction and Understanding From Monocular Camera

Author:

Wang Yufan1ORCID,Zhao Qunfei1ORCID,Gan Yangzhou2ORCID,Xia Zeyang2ORCID

Affiliation:

1. Department of Automation and the Ningbo Artificial Intelligence Institute, Shanghai Jiao Tong University, Shanghai, China

2. Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China

Funder

National Natural Science Foundation of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computer Graphics and Computer-Aided Design,Software

Reference51 articles.

1. GradNorm: Gradient normalization for adaptive loss balancing in deep multitask networks;chen;Proc Int Conf Mach Learn,2018

2. Multi-task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics

3. Multi-task learning for dense prediction tasks: A survey;vandenhende;arXiv 2004 13379,2020

4. Multi-task learning as multi-objective optimization;sener;arXiv 1810 04650,2018

5. Pattern-Affinitive Propagation Across Depth, Surface Normal and Semantic Segmentation

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