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T. Furlanello, Z. C. Lipton, L. Itti, A. Anandkumar, Born Again Neural Networks, In: Metalearn 2017 NIPS workshop, pp. 1-5, Dec 2017.
D. Zhu, L. Dai, X. Shao, Q. Zhou, L. Itti, Y. Luo, J. Lu, Image salient object detection with refined deep features via convolution neural network, Journal of Electronic Imaging, Vol. 26, No. 6, p. 063018, International Society for Optics and Photonics, Nov 2017.
D. Zhu, Y. Luo, L. Dai, X. Shao, L. Itti, J. Lu, Deep Salient Object Detection via Hierarchical Network Learning, In: International Conference on Neural Information Processing, Springer, pp. 319-329, Oct 2017.
X. Shao, Y. Luo, D. Zhu, S. Li, L. Itti, J. Lu, Scanpath Prediction Based on High-Level Features and Memory Bias, In: International Conference on Neural Information Processing, Springer, pp. 3-13, Oct 2017.
B. J. White, J. Y. Kan, R. Levy, L. Itti, D. P. Munoz, Superior colliculus encodes visual saliency before the primary visual cortex, Proceedings of the National Academy of Sciences, Vol. 114, No. 35, pp. 9451-9456, National Acad Sciences, Aug 2017. [2016 impact factor: 9.661] (Cited by 2)
C. Siagian, L. Itti, Impact of Neuroscience in Robotic Vision Localization and Navigation, In: Computational and Cognitive Neuroscience of Vision, (Q. Zhao Ed.), pp. 235-276, Springer, Jun 2017.
L. Itti, Until the demise of the functional field of view (commentary), Behavioral and Brain Sciences, Vol. 40, p. e140, May 2017.
J. Zhao, L. Itti, Improved Deep Learning of Object Category using Pose Information, In: Proceedings of the IEEE Winter Conference on Applications of Computer Vision (WACV), Santa Rosa, CA, pp. 1-10, Mar 2017. [2017 acceptance rate: 44%] (Cited by 1)
J. Zhao, C. K. Chang, L. Itti, Learning to Recognize Objects by Retaining other Factors of Variation, In: Proceedings of the IEEE Winter Conference on Applications of Computer Vision (WACV), Santa Rosa, CA, pp. 1-9, Mar 2017. [2017 acceptance rate: 44%]
J. Tanner, L. Itti, Goal relevance as a quantitative model of human task relevance, Psychological review, Vol. 124, No. 2, p. 168, American Psychological Association, Mar 2017. [2016 impact factor: 7.638]
P. A. Zientara, S. Lee, G. H. Smith, R. Brenner, L. Itti, M. B. Rosson, J. M. Carroll, K. M. Irick, V. Narayanan, Third Eye: A Shopping Assistant for the Visually Impaired, Computer, Vol. 50, No. 2, pp. 16-24, IEEE, Feb 2017. [2016 impact factor: 1.438]
W. S. Grant, J. Tanner, L. Itti, Biologically plausible learning in neural networks with modulatory feedback, Neural Networks, Vol. 88, pp. 32-48, Jan 2017. [2016 impact factor: 5.287]
B. J. White, D. J. Berg, J. Y. Kan, R. A. Marino, L. Itti, D. P. Munoz, Superior colliculus neurons encode a visual saliency map during free viewing of natural dynamic video, Nature Communications, Vol. 8, No. 14263, pp. 1-9, Jan 2017. [2015 impact factor: 11.329] (Cited by 7)
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