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shigengtian/ReadingList

Machine Learning Reading list

Reading List

  • Battaglia, P. W., Hamrick, J. B., & Tenenbaum, J. B. (2013).Simulation as an engine of physical scene understanding.
    Proceedings of the National Academy of Sciences , 110 (45), 18327– 18332.

  • Lerer, A., Gross, S., & Fergus, R. (2016).
    Learning Physical Intuition of Block Towers by Example.
    arXiv preprint. Retrieved from http://arxiv.org/abs/1603.01312

  • Zoph B, Vasudevan V, Shlens J, et al. Learning transferable architectures for scalable image recognition[J]. arXiv preprint arXiv:1707.07012, 2017, 2(6).

  • Geometry-Aware Learning of Maps for Camera Localization

  • http://openaccess.thecvf.com/content_cvpr_2018/papers/Zhou_Learning_Rich_Features_CVPR_2018_paper.pdf

CVPR 2017

  • Deep Reinforcement Learning-based Image Captioning with Embedding Reward

CVPR 2019

Traffic control

https://faculty.ist.psu.edu/jessieli/Publications/2018-KDD-IntelliLight.pdf

Contributors

Created July 20, 2018
Updated June 21, 2019