B.Tech. in Electrical Engineering: Indian Institute of Technology Bombay, Mumbai, India 2005-2009
M.S. in Electrical and Computer Engineering: University of California, Santa Barbara, CA, USA 2012-14
Ph.D. in Electrical and Computer Engineering: University of California, Santa Barbara, CA, USA 2014-Present
S. Rallapalli, H. Qiu, A. J. Bency, S. Karthikeyan, R. Govindan, B. S. Manjunath and R. Urgaonkar, "Poster Presentation: Are Very Deep Neural Networks Feasible on Mobile Devices?", ACM Workshop on Mobile Computing Systems and Applications, (HotMobile 2016), February 2016 [paper]
H. Lee, H. Kwon, A. J. Bency, and W. D. Northwang, "Fast Object Localization Using a CNN Feature Map Based Multi-Scale Search", CoRR abs/1604.03517, 2016 [arxiv]
A. J. Bency, H. Kwon, H. Lee, S. Karthikeyan and B. S. Manjunath, "Weakly Supervised Localization using Deep Feature Maps", European Conference on Computer Vision, (ECCV 2016), October 2016 [arxiv]
A. J. Bency, S. Rallapalli, R. Ganti, M. Srivatsa and B. S. Manjunath, "Beyond Spatial Auto-Regressive Models: Predicting Housing Prices with Satellite Imagery", Winter Conference on Applications of Computer Vision, (WACV 2017), March 2017 [arxiv]
A. J. Bency, S. Karthikeyan, C. De Leo, S. Sunderrajan and B. S. Manjunath, "Search Tracker: Human-derived Object Tracking in the Wild through Large-scale Search and Retrieval", IEEE Transactions on Circuits and Systems for Video Technology, Vol. 27, No. 8, August 2017 [arxiv]
C. Torres, A. J. Bency, J. Fried and B. S. Manjunath, "RAM: Role Representation and Identification from combined Appearance and Activity Maps", International Conference on Distributed Smart Cameras, Special Session on Target Tracking and Person Re-Identification, September 2017 [paper]