Publications for Year 2019

A. Rios, L. Itti, Closed-Loop Memory GAN for Continual Learning, In: Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence Main track (IJCAI'19), pp. 3332-3338, Aug 2019. (Cited by 65)

L. Klein, L. Itti, B. A. Smith, M. Rosales, S. Nikolaidis, M. J. Mataric, Surprise! Predicting Infant Visual Attention in a Socially Assistive Robot Contingent Learning Paradigm, In: 2019 28th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN), IEEE, pp. 1-7, Oct 2019. (Cited by 4)

K. Lekkala, S. Abu-El-Haija, L. Itti, Meta Adaptation using Importance Weighted Demonstrations, arXiv preprint arXiv:1911.10322, 2019. [ArXiv Preprint] (Cited by 3)

J. Windau, L. Itti, Inertial-Based Motion Capturing and Smart Training System, In: Proc. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 1-4, Nov 2019. [2013 acceptance rate: 45%] (Cited by 3)

S. Wen, L. Itti, Adversarial Training: embedding adversarial perturbations into the parameter space of a neural network to build a robust system, arXiv preprint arXiv:1910.04279, Oct 2019. [ArXiv Preprint] (Cited by 2)

B. J. White, L. Itti, D. P. Munoz, Superior colliculus encodes visual saliency during smooth pursuit eye movements, European Journal of Neuroscience, pp. 1-11, Wiley Online Library, May 2019. [2017 impact factor: 2.832] (Cited by 18)

A. Zhang, Z. C. Lipton, L. Pineda, K. Azizzadenesheli, A. Anandkumar, L. Itti, L. Pineau, T. Furlanello, Learning causal state representations of partially observable environments, arXiv preprint arXiv:1906.10437, Jun 2019. [ArXiv Preprint] (Cited by 59)

K. Okamoto, L. Itti, P. Tsiotras, Vision-Based Autonomous Path Finding Using a Human Driver Control Model with Reliable Input-Feature Value Estimation, IEEE Transactions on Intelligent Vehicles, pp. 1-10, Feb 2019. (Cited by 25)

C. Zhang, A. Paolozza, P. Tseng, J. Reynolds, D. P. Munoz, L. Itti, Detection of Children/Youth with Fetal Alcohol Spectrum Disorder through Eye Movement, Psychometric and Neuroimaging Data, Frontiers in Neurology, Vol. 10, p. 80, Frontiers, Feb 2019. [2017 impact factor: 3.508] (Cited by 43)

S. Wen, L. Itti, Beneficial perturbation network for continual learning, arXiv preprint arXiv:1906.10528, Jun 2019. [ArXiv Preprint] (Cited by 2)

W. S. Grant, L. Itti, Learning Invariant Features in Modulatory Networks through Conflict and Ambiguity, Neural computation, Vol. 31, No. 2, pp. 344-387, MIT Press, 2019. [2018 impact factor: 1.651] (Cited by 1)

J. Tanner, L. Itti, A top-down saliency model with goal relevance, Journal of vision, Vol. 19, No. 1, pp. 1-16, The Association for Research in Vision and Ophthalmology, Jan 2019. [2017 impact factor: 2.226] (Cited by 23)

W. S. Grant, R. C. Voorhies, L. Itti, Efficient Velodyne SLAM with point and plane features, Autonomous Robots, Vol. 43, pp. 1207-1224, Springer, Aug 2019. [2017 impact factor: 2.244] (Cited by 53)