• Do RNNs Need To Be Recurrent? Yes a Little Don Dennis, Durmus Alp Emre Acar, Venkatesh Saligrama, Prateek Jain (In Submission) 36th International Conference of
Machine Learning (ICML), 2019
[Preprint Coming Soon]
• Multiple Instance Learning for Sequential Data Classification on Resource Constrained Devices Don Dennis, Chirag Pabbaraju, Harsha Vardhan Simhadri, Prateek Jain Neural Information Processing Systems (NeurIPS), 2018
[PDF]
[BibTeX]
[Code]
[Slides]
[Poster]
[Video]
• GesturePod: Programmable Gesture Recognition for Augmenting Assistive Devices Shishir Patil, Don 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]
• Single Cycle RISC-V Micro Architecture Processor and its FPGA Prototype Don 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]
Workshop Presentations
• EdgeML: Edge of Machine Learning --- Demonstration of Low Resource Keyword Spotting Don Dennis, Harsha Simhadri, Prateek Jain Workshop on Machine Learning on the Phone and other Consumer Devices (MLPCD 2), NeurIPS 2018
• Talk-Bot: Federated Human Detection for Collaborative Multi-angle Videography Don Dennis, Harshit Singh, Karan Jakhar, Prashant Baghel International Symposium on Embedded Computing and System Design (ISED), 2016 Runner-up, ISED Grand Challenge.
[Prototype]
