AdaLN: A Vision Transformer for Multidomain Learning and Predisaster Building Information Extraction from Images

Author:

Guo Yunhui1,Wang Chaofeng2ORCID,Yu Stella X.3ORCID,McKenna Frank4,Law Kincho H.5

Affiliation:

1. Postdoctoral Scholar, International Computer Science Institute, Univ. of California, Berkeley, Berkeley, CA 94704.

2. Assistant Professor, M.E. Rinker, Sr. School of Construction Management, College of Design, Construction and Planning, Univ. of Florida, Gainesvill, FL 32603 (corresponding author). ORCID: .

3. Director, International Computer Science Institute, Univ. of California, Berkeley, Berkeley, CA 94704. ORCID:

4. Research Engineer, Dept. of Civil and Environmental Engineering, Univ. of California, Berkeley, Berkeley, CA 94720.

5. Professor, Dept. of Civil and Environmental Engineering, Stanford Univ., Stanford, CA 94305.

Publisher

American Society of Civil Engineers (ASCE)

Subject

Computer Science Applications,Civil and Structural Engineering

Reference69 articles.

1. Ba J. L. J. R. Kiros and G. E. Hinton. 2016. “Layer normalization.” Preprint submitted July 21 2016. http://arxiv.org/abs/1607.06450.

2. Bency A. J. S. Rallapalli R. K. Ganti M. Srivatsa and B. Manjunath. 2017. “Beyond spatial auto-regressive models: Predicting housing prices with satellite imagery.” In Proc. IEEE Winter Conf. on Applications of Computer Vision. New York: IEEE.

3. Bhandare A. V. Sripathi D. Karkada V. Menon S. Choi K. Datta and V. Saletore. 2019. “Efficient 8-bit quantization of transformer neural machine language translation model.” Preprint submitted June 7 2019. http://arxiv.org/abs/1906.00532.

4. Bilen H. and A. Vedaldi. 2017. “Universal representations: The missing link between faces text planktons and cat breeds.” Preprint submitted January 28 2017. https://arxiv.org/abs/1701.07275.

5. Stochastic Gradient Descent Tricks

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