Publications

Multiple Instance Learning for Sequential Data Classification on Resource Constrained Devices
Don Kurian Dennis, Chirag Pabbaraju, Harsha Vardhan Simhadri, Prateek Jain
Neural Information Processing Systems (NIPS), 2018
[Preprint] [Code] [Slides]

GesturePod: Programmable Gesture Recognition for Augmenting Assistive Devices
Shishir Patil, Don Kurian Dennis, Chirag Pabbaraju, Rajanikant Deshmukh, Harsha Vardhan Simhadri, Manik Varma, Prateek Jain
(In submission) ACM Conference on Human Factors in Computing Systems (CHI), 2019
[Microsoft Technical Report]

Workshop Presentations

Fast and Accurate Keyword Spotting with 5kB Models
Don Kurian Dennis, Harsha Simhadri, Prateek Jain
Workshop on Machine Learning on the Phone and other Consumer Devices (MLPCD 2), NIPS 2018

Talk-Bot: Federated Human Detection for Collaborative Multi-angle Videography
Don Kurian Dennis, Harshit Singh, Karan Jakhar, Prashant Baghel
International Symposium on Embedded Computing and System Design (ISED), 2016
Won 2nd place in ISED Grand Challenge.
[Prototype] [Slides]

Single Cycle RISC-V Micro Architecture Processor and its FPGA Prototype
Don Kurian Dennis, Ayushi Priyam, Sukhpreet Singh Virk, Sajal Agrawal, Tanuj Sharma, Arijit Mondal, Kailash Chandra Ray
International Symposium on Embedded Computing and System Design (ISED), 2017
[PDF] [Code]