Publications – 2020

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By tech | December 29, 2020 | Category Publications

• Kotseruba, I., & Tsotsos, J. K. (2020). 40 years of cognitive architectures: core cognitive abilities and practical applications. Artificial Intelligence Review, 53(1), 17-94.
• Rasouli, A., Kotseruba, I., & Tsotsos, J. K. (2020). Pedestrian action anticipation using contextual feature fusion in stacked rnns. arXiv preprint arXiv:2005.06582.
• Kotseruba, I., Rasouli, A., & Tsotsos, J. K. (2020, October). Do they want to cross? understanding pedestrian intention for behavior prediction. In 2020 IEEE Intelligent Vehicles Symposium (IV) (pp. 1688-1693). IEEE.
• Fernández-Llorca, D., Biparva, M., Izquierdo-Gonzalo, R., & Tsotsos, J. K. (2020, September). Two-stream networks for lane-change prediction of surrounding vehicles. In 2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC) (pp. 1-6). IEEE.
• Kotseruba, I., Wloka, C., Rasouli, A., & Tsotsos, J. K. (2020). Do saliency models detect odd-one-out targets? New datasets and evaluations. arXiv preprint arXiv:2005.06583.
• Yoo, S. A., Rosenbaum, R. S., Tsotsos, J. K., Fallah, M., & Hoffman, K. L. (2020). Long-term memory and hippocampal function support predictive gaze control during goal-directed search. Journal of Vision, 20(5), 10-10.
• Mehrani, P., Mouraviev, A., & Tsotsos, J. K. (2020). Multiplicative modulations enhance diversity of hue-selective cells. Scientific Reports, 10(1), 8491.
• Biparva, M., & Tsotsos, J. (2020). Compact neural representation using attentive network pruning. arXiv preprint arXiv:2005.04559.
• Biparva, M., & Tsotsos, J. (2020). Selective Segmentation Networks Using Top-Down Attention. arXiv preprint arXiv:2002.01125.
• Solbach, M. D., & Tsotsos, J. K. (2020). PESAO: Psychophysical Experimental Setup for Active Observers. arXiv preprint arXiv:2009.09933.
• Biparva, M., & Tsotsos, J. (2020). Contextual Interference Reduction by Selective Fine-Tuning of Neural Networks. arXiv preprint arXiv:2011.10857.
• Wloka, C., & Tsotsos, J. K. (2020). An Empirical Method to Quantify the Peripheral Performance Degradation in Deep Networks. arXiv preprint arXiv:2012.02749.
• Solbach, M. D., & Tsotsos, J. K. (2020). Active Observers in a 3D World: The 3D Same-Different Task. Journal of Vision, 20(11), 253-253.