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Scholarly Works

Christopher Kanan
Assistant Professor

2018 Submissions

Journal Paper

Birmingham, E, et al. "Exploring Emotional Expression Recognition in Aging Adults using the Moving Window Technique." PLOS ONE. (2018): N/A. Web. *

Kemker, Ron, Ryan Luu, and Christopher Kanan. "Low-Shot Learning for the Semantic Segmentation of Remote Sensing Imagery." IEEE Transactions on Geoscience and Remote Sensing (TGRS). (2018): 6214 - 6223. Print. *

Kemker, R, C Salvaggio, and C Kanan. "Algorithms for Semantic Segmentation of Multispectral Remote Sensing Imagery using Deep Learning." ISPRS Journal of Photogrammetry and Remote Sensing. (2018): 60-77. Print. *

Published Conference Proceedings

Kafle, Kushal, et al. "DVQA: Understanding Data Visualizations via Question Answering." Proceedings of the Computer Vision and Pattern Recognition (CVPR). Ed. N/A. Salt Lake City, Utah: n.p., 2018. Web. «

Hayes, Tyler, Ronald Kemker, and Christopher Kanan. "New Metrics and Experimental Paradigms for Continual Learning." Proceedings of the Real-World Challenges and New Benchmarks for Deep Learning in Robotic Vision (CVPRW). Ed. N/A. Salt Lake City, Utah: n.p., 2018. Web. *

Binaee, K, et al. "Characterizing the Temporal Dynamics of Information in Visually Guided Predictive Control Using LSTM Recurrent Neural Networks." Proceedings of the 40th Annual Conference of the Cognitive Science Society (CogSci-2018). Ed. N/A. Madison, WI: n.p., 2018. Web. «

Kemker, Ronald and Christopher Kanan. "FearNet: Brain-Inspired Model for Incremental Learning." Proceedings of the International Conference on Learning Representations (ICLR-2018). Ed. N/A. Vancouver, Canada: n.p., 2018. Web. «

Kemker, R, et al. "Measuring Catastrophic Forgetting in Neural Networks." Proceedings of the AAAI-2018. Ed. N/A. New Orleans, LA: n.p., 2018. Web. «

2016 Submissions

Published Conference Proceedings

Kafle, Kushal and Christopher Kanan. "Answer-Type Prediction for Visual Question Answering." Proceedings of the IEEE Computer Vision and Pattern Recognition Conference 2016 (CVPR-2016). Ed. IEEE. Las Vegas, NV: IEEE, 2016. Web. «

2015 Submissions

Published Conference Proceedings

Yousefhussien, Mohammed, N. Andrew Browning, and Christopher Kanan. "Online Tracking using Saliency." Proceedings of the IEEE Winter Applications of Computer Vision Conference (WACV-2016). Ed. N/A. Lake Placid, New York: IEEE, 2016. Print. «