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Research in Edge Machine Learning, Robust Learning and Deep Learning. @solarillion Join Us!
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View all our research publications right from 2012.
Research
Research is the key focus at Solarillion Foundation. Students pursue research in their areas of interest, and regularly publish their work at reputed interna...
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Sign Language Translation Using Multi Context Transformer Award
Our paper titled Sign Language Translation using Multi Context Transformer has won the 3rd Best Paper Award at the 20th Mexican International Conference on A...
Somps Net Attention Based Social Graph Framework For Early Detection Of Fake Health News Acceptance
Our paper SOMPS-Net: Attention based social graph framework for early detection of fake health news has been published at The Australasian Data Mining Confer...
Icmla Paper Acceptance 2021
Our papers Critical State Detection for Adversarial Attacks in Deep Reinforcement Learning, BP-Net: Efficient Deep Learning for Continuous Arterial Blood Pre...
A Non Intrusive Machine Learning Solution For Malware Detection And Data Theft Classification In Smartphones Acceptance
Our paper A Non-intrusive Machine Learning Solution for Malware Detection and Data Theft Classification in Smartphones has been published at the Internationa...
Admissions And Open House
We are now accepting applications for the Undergraduate Research Assistantship Program. Do fill out our application form if you are interested. We are also p...
Smart Energy Routing Paper Acceptance
Our paper Smart Energy Routing for Rural Islanded Microgrid Clusters has been accepted to TPEC 2020.
Parkinson’s Gait Recovery System Paper Acceptance
Our paper titled Gait Recovery System for Parkinson’s Disease using Machine Learning on Embedded Platforms has been accepted to IEEE SysCon 2020.
Edge Crime Detection Paper Acceptance
Our paper, Real-Time Surveillance based Crime Detection for Edge Devices has been accepted to the 15th VISAPP, 2020.
Stress And Affect Detection Paper Acceptance
Our paper titled Scalable Deep Learning for Stress and Affect Detection on Resource-Constrained Devices has been accepted to IEEE ICMLA 2019. Nanda will pre...
Movie Lifetime Prediction Paper Acceptance
Our paper titled A Two-Stage Machine Learning Approach to Forecast the Lifetime of Movies in a Multiplex has been accepted to FICC 2020.
Food Prediction Paper Acceptance
Our paper Forecasting Food Sales in a Multiplex Using Dynamic Artificial Neural Networks will be presented at the Computer Vision Conference, 2019. It will b...
Incremental Learning Using Deep Ensembles Paper Acceptance
Our paper HARNet: Towards On-Device Incremental Learning using Deep Ensembles on Constrained Devices has been accepted to the 2nd International Workshop on ...
Sundar Internship
Congrats to Sundararaman on securing an internship at Goldman Sachs!
Standalone Rural Microgrid Paper Presentation
Our paper Intelligent System Design Optimization with Dynamic Load Profile for a Stand-alone Rural Indian Microgrid was presented at TPEC 2018.
Load Monitoring Paper Presentation
Our paper Current Peak based Device Classification for NILM on a Low-Cost Embedded Platform using Extra-Trees was presented at MIT URTC 2017.
Paper Acceptance 2018
Our papers A Generic Multi-modal Dynamic Gesture Recognition System using Machine Learning and Design Optimization of Activity Recognition System on an Emb...