Publications for Year 2018


= PDF Reprint,     = BibTeX entry,     = Online Abstract


Click to download PDF version Click to download BibTeX data Clik to view abstract A. Rios, L. Itti, Closed-Loop GAN for continual learning, In: 2018 NIPS workshop on Continual Learning, pp. 1-8, Dec 2018.

Click to download PDF version Click to download BibTeX data A. Rios, L. Itti, Closed-Loop GAN for continual learning, In: 2018 NIPS workshop on Women in Machine Learning (WiML) (oral presentation), p. 1, Dec 2018.

Click to download PDF version Click to download BibTeX data Clik to view abstract G. Zhang, D. Zhu, X. Liu, M. Chen, L. Itti, Y. Luo, J. Lu, Multi-scale pulmonary nodule classification with deep feature fusion via residual network, Journal of Ambient Intelligence and Humanized Computing, pp. 1-12, Springer, Nov 2018. [2017 impact factor: 1.423]

Click to download PDF version Click to download BibTeX data Clik to view abstract Zhu, D., Dai, L., Luo, Y., Zhang, G., Shao, X., Itti, L., Lu, J., Multi-Scale Adversarial Feature Learning for Saliency Detection, Symmetry, Vol. 10, No. 10, Oct 2018. (in press) [2018 impact factor: 1.256]

Click to download PDF version Click to download BibTeX data Clik to view abstract W. S. Grant, R. C. Voorhies, L. Itti, Efficient Velodyne SLAM with point and plane features, Autonomous Robots, pp. 1-18, Springer, Aug 2018. [2017 impact factor: 2.244]

Click to download PDF version Click to download BibTeX data Clik to view abstract D. Zhu, Y. Luo, L. Dai, X. Shao, Q. Zhou, L. Itti, J. Lu, Salient object detection via a local and global method based on deep residual network, Journal of Visual Communication and Image Representation, Vol. 54, pp. 1-9, Elsevier, Jul 2018. [2017 impact factor: 1.836] (Cited by 1)

Click to download PDF version Click to download BibTeX data Clik to view abstract C. K. Chang, J. Zhao, L. Itti, DeepVP: Deep Learning for Vanishing Point Detection on 1 Million Street View Images, In: Proc. IEEE International Conference on Robotics and Automation (ICRA), IEEE, pp. 1-8, May 2018. [2018 acceptance rate: 40.0%]

Click to download PDF version Click to download BibTeX data Clik to view abstract J. Windau, L. Itti, Inertial Machine Monitoring System for Automated Failure Detection, In: Proc. IEEE International Conference on Robotics and Automation (ICRA), pp. 93-98, May 2018. [2018 acceptance rate: 40.0%]

Click to download PDF version Click to download BibTeX data Clik to view abstract T. Furlanello, Z. C. Lipton, M. Tschannen, L. Itti, A. Anandkumar, Born Again Neural Networks, In: Proceedings of the 35th International Conference on Machine Learning (ICML 2018), (Dy, Jennifer, Krause, Andreas Ed.), Vol. 80, pp. 1607-1616, Stockholmsmässan, Stockholm Sweden:PMLR, Mar 2018. [2018 acceptance rate: 25.1%] (Cited by 26)

Click to download PDF version Click to download BibTeX data Clik to view abstract J. Zhao, L. Itti, shapeDTW: shape Dynamic Time Warping, Pattern Recognition, Feb 2018. (in press) [2017 impact factor: 3.962] (Cited by 7)

 

Copyright © 2000-2007 by the University of Southern California, iLab and Prof. Laurent Itti.
This page generated by bibTOhtml on Thu Jan 31 11:39:41 PST 2019