Publications for Year 2018

A. Rios, L. Itti, Closed-Loop GAN for continual learning, In: 2018 NIPS workshop on Continual Learning, pp. 1-8, Dec 2018. (Cited by 23)

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. (Cited by 23)

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] (Cited by 9)

D. Zhu, L. Dai, Y. Luo, G. Zhang, X. Shao, L. Itti, J. Lu, Multi-Scale Adversarial Feature Learning for Saliency Detection, Symmetry, Vol. 10, No. 10, pp. 1-10, Oct 2018. [2018 impact factor: 1.256] (Cited by 22)

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 24)

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%] (Cited by 65)

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%] (Cited by 22)

S. Wen, L. Itti, Overcoming catastrophic forgetting problem by weight consolidation and long-term memory, arXiv preprint arXiv:1805.07441, 2018. [ArXiv Preprint] (Cited by 17)

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 1246)

J. Zhao, L. Itti, shapeDTW: shape Dynamic Time Warping, Pattern Recognition, pp. 171--184, Feb 2018. [2017 impact factor: 3.962] (Cited by 255)