MTFormer: Multi-task Learning via Transformer and Cross-Task Reasoning

Author:

Xu Xiaogang,Zhao Hengshuang,Vineet Vibhav,Lim Ser-Nam,Torralba Antonio

Publisher

Springer Nature Switzerland

Reference63 articles.

1. Bansal, A., Chen, X., Russell, B., Gupta, A., Ramanan, D.: Pixelnet: representation of the pixels, by the pixels, and for the pixels. arXiv:1702.06506 (2017)

2. Bragman, F.J., Tanno, R., Ourselin, S., Alexander, D.C., Cardoso, J.: Stochastic filter groups for multi-task cnns: learning specialist and generalist convolution kernels. In: ICCV (2019)

3. Bruggemann, D., Kanakis, M., Georgoulis, S., Van Gool, L.: Automated search for resource-efficient branched multi-task networks. In: BMVC (2020)

4. Bruggemann, D., Kanakis, M., Obukhov, A., Georgoulis, S., Van Gool, L.: Exploring relational context for multi-task dense prediction. In: ICCV (2021)

5. Lecture Notes in Computer Science;N Carion,2020

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