Vaidyanath Areyur Shanthakumar

Machine Learning Scientist

Publications


Item based recommendation using matrix-factorization-like embeddings from deep networks


Vaidyanath Areyur Shanthakumar, Clark Barnett, Keith Warnick, Putu Ayu Sudyanti, Vitalii Gerbuz, Tathagata Mukherjee

Proceedings of the 2021 ACM Southeast Conference, 2021, pp. 71--78


Uncooperative RF direction finding with I/Q data


Vaidyanath Areyur Shanthakumar, Chaity Banerjee, Tathagata Mukherjee, Eduardo Pasiliao Jr

Proceedings of the 2020 the 4th International Conference on Information System and Data Mining, 2020, pp. 6--13


Design and evaluation of a hand gesture recognition approach for real-time interactions


Vaidyanath Areyur Shanthakumar, Chao Peng, Jeffrey Hansberger, Lizhou Cao, Sarah Meacham, Victoria Blakely

Multimedia Tools and Applications, vol. 79, Springer, 2020, pp. 17707--17730


A case study of user experience on hand-gesture video games


Chao Peng, Jeffrey Hansberger, Vaidyanath Areyur Shanthakumar, Sarah Meacham, Victoria Blakley, Lizhou Cao

2018 IEEE Games, Entertainment, Media Conference (GEM), IEEE, 2018, pp. 453--457


Dispelling the gorilla arm syndrome: the viability of prolonged gesture interactions


Jeffrey T Hansberger, Chao Peng, Shannon L Mathis, Vaidyanath Areyur Shanthakumar, Sarah C Meacham, Lizhou Cao, Victoria R Blakely

Virtual, Augmented and Mixed Reality: 9th International Conference, VAMR 2017, Held as Part of HCI International 2017, Vancouver, BC, Canada, July 9-14, 2017, Proceedings 9, Springer, 2017, pp. 505--520


Hand gesture controls for image categorization in immersive virtual environments


Chao Peng, Jeffrey T Hansberger, Lizhou Cao, Vaidyanath Areyur Shanthakumar

2017 IEEE Virtual Reality (VR), IEEE, 2017, pp. 331--332