Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception
Anurag Ghosh, Akshay Nambi, Vaibhav Balloli, Aditya Singh, Tanuja Ganu
NeurIPS 2023 | December 2023
HAMS: Harnessing AutoMobiles for Safety
Publications
Publications
Publications by Year
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Adaptive Streaming Perception using Deep Reinforcement Learning
Anurag Ghosh, Akshay Nambi, Aditya Singh, Harish YVS, Tanuja Ganu
June 2021
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InSight: Monitoring the State of the Driver in Low-Light Using Smartphones
Ishani Janveja, Akshay Nambi, Shruthi Bannur, Sanchit Gupta, Venkat Padmanabhan
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, (UBICOMP 2020) | September 2020, Vol 4(3)
Driving Lane Detection on Smartphones using Deep Neural Networks
Ravi Bhandari, Akshay Nambi, Venkat Padmanabhan, Bhaskaran Raman
ACM Transactions on Sensor Networks | January 2020, Vol 16(1)
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Smartphone-based driver license testing
Anurag Ghosh , Vijay Lingam, Ishit Mehta, Akshay Nambi, Venkat Padmanabhan, Satish Sangameswaran
ACM SenSys (demo) | November 2019
ALT: Towards Automating Driver License Testing using Smartphones
Akshay Nambi, Ishit Mehta, Anurag Ghosh, Vijay Lingam, Venkat Padmanabhan (padmanab)
ACM SenSys | November 2019
Technology Interventions for Road Safety and Beyond
C. V. Jawahar, Venkat Padmanabhan
CACM | November 2019, Vol 62(11)
AutoRate: How attentive is the driver?
Isha Dua, Akshay Nambi, C. V. Jawahar, Venkat Padmanabhan
The 14th IEEE International Conference on Automatic Face and Gesture Recognition | May 2019
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FarSight: A Smartphone-based Vehicle Ranging System
Akshay Nambi, Aditya Virmani, Venkat Padmanabhan
ACM IMWUT/UBICOMP | December 2018
DeepLane: camera-assisted GPS for driving lane detection
Ravi Bhandari, Akshay Nambi, Venkat Padmanabhan, Bhaskaran Raman
ACM BuildSys | November 2018
HAMS: Driver and Driving Monitoring using a Smartphone
Akshay Nambi, Shruthi Bannur, Ishit Mehta, Harshvardhan Kalra, Aditya Virmani, Venkat Padmanabhan, Ravi Bhandari, Bhaskaran Raman
ACM MobiCom (Demo) | October 2018
FullStop: Tracking Unsafe Stopping Behaviour of Buses
Ravi Bhandari, Bhaskaran Raman, Venkat Padmanabhan
COMSNETS | January 2018
Publications by Research Area
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Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception
Anurag Ghosh, Akshay Nambi, Vaibhav Balloli, Aditya Singh, Tanuja Ganu
NeurIPS 2023 | December 2023
-
Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception
Anurag Ghosh, Akshay Nambi, Vaibhav Balloli, Aditya Singh, Tanuja Ganu
NeurIPS 2023 | December 2023
Adaptive Streaming Perception using Deep Reinforcement Learning
Anurag Ghosh, Akshay Nambi, Aditya Singh, Harish YVS, Tanuja Ganu
June 2021
InSight: Monitoring the State of the Driver in Low-Light Using Smartphones
Ishani Janveja, Akshay Nambi, Shruthi Bannur, Sanchit Gupta, Venkat Padmanabhan
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, (UBICOMP 2020) | September 2020, Vol 4(3)
Driving Lane Detection on Smartphones using Deep Neural Networks
Ravi Bhandari, Akshay Nambi, Venkat Padmanabhan, Bhaskaran Raman
ACM Transactions on Sensor Networks | January 2020, Vol 16(1)
-
Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception
Anurag Ghosh, Akshay Nambi, Vaibhav Balloli, Aditya Singh, Tanuja Ganu
NeurIPS 2023 | December 2023
FarSight: A Smartphone-based Vehicle Ranging System
Akshay Nambi, Aditya Virmani, Venkat Padmanabhan
ACM IMWUT/UBICOMP | December 2018
DeepLane: camera-assisted GPS for driving lane detection
Ravi Bhandari, Akshay Nambi, Venkat Padmanabhan, Bhaskaran Raman
ACM BuildSys | November 2018
HAMS: Driver and Driving Monitoring using a Smartphone
Akshay Nambi, Shruthi Bannur, Ishit Mehta, Harshvardhan Kalra, Aditya Virmani, Venkat Padmanabhan, Ravi Bhandari, Bhaskaran Raman
ACM MobiCom (Demo) | October 2018
-
Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception
Anurag Ghosh, Akshay Nambi, Vaibhav Balloli, Aditya Singh, Tanuja Ganu
NeurIPS 2023 | December 2023
Adaptive Streaming Perception using Deep Reinforcement Learning
Anurag Ghosh, Akshay Nambi, Aditya Singh, Harish YVS, Tanuja Ganu
June 2021
Driving Lane Detection on Smartphones using Deep Neural Networks
Ravi Bhandari, Akshay Nambi, Venkat Padmanabhan, Bhaskaran Raman
ACM Transactions on Sensor Networks | January 2020, Vol 16(1)
Smartphone-based driver license testing
Anurag Ghosh , Vijay Lingam, Ishit Mehta, Akshay Nambi, Venkat Padmanabhan, Satish Sangameswaran
ACM SenSys (demo) | November 2019
Technology Interventions for Road Safety and Beyond
C. V. Jawahar, Venkat Padmanabhan
CACM | November 2019, Vol 62(11)
ALT: Towards Automating Driver License Testing using Smartphones
Akshay Nambi, Ishit Mehta, Anurag Ghosh, Vijay Lingam, Venkat Padmanabhan (padmanab)
ACM SenSys | November 2019
AutoRate: How attentive is the driver?
Isha Dua, Akshay Nambi, C. V. Jawahar, Venkat Padmanabhan
The 14th IEEE International Conference on Automatic Face and Gesture Recognition | May 2019
FarSight: A Smartphone-based Vehicle Ranging System
Akshay Nambi, Aditya Virmani, Venkat Padmanabhan
ACM IMWUT/UBICOMP | December 2018
DeepLane: camera-assisted GPS for driving lane detection
Ravi Bhandari, Akshay Nambi, Venkat Padmanabhan, Bhaskaran Raman
ACM BuildSys | November 2018
HAMS: Driver and Driving Monitoring using a Smartphone
Akshay Nambi, Shruthi Bannur, Ishit Mehta, Harshvardhan Kalra, Aditya Virmani, Venkat Padmanabhan, Ravi Bhandari, Bhaskaran Raman
ACM MobiCom (Demo) | October 2018
FullStop: Tracking Unsafe Stopping Behaviour of Buses
Ravi Bhandari, Bhaskaran Raman, Venkat Padmanabhan
COMSNETS | January 2018
-
InSight: Monitoring the State of the Driver in Low-Light Using Smartphones
Ishani Janveja, Akshay Nambi, Shruthi Bannur, Sanchit Gupta, Venkat Padmanabhan
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, (UBICOMP 2020) | September 2020, Vol 4(3)
Driving Lane Detection on Smartphones using Deep Neural Networks
Ravi Bhandari, Akshay Nambi, Venkat Padmanabhan, Bhaskaran Raman
ACM Transactions on Sensor Networks | January 2020, Vol 16(1)
-
InSight: Monitoring the State of the Driver in Low-Light Using Smartphones
Ishani Janveja, Akshay Nambi, Shruthi Bannur, Sanchit Gupta, Venkat Padmanabhan
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, (UBICOMP 2020) | September 2020, Vol 4(3)
-
ALT: Towards Automating Driver License Testing using Smartphones
Akshay Nambi, Ishit Mehta, Anurag Ghosh, Vijay Lingam, Venkat Padmanabhan (padmanab)
ACM SenSys | November 2019
AutoRate: How attentive is the driver?
Isha Dua, Akshay Nambi, C. V. Jawahar, Venkat Padmanabhan
The 14th IEEE International Conference on Automatic Face and Gesture Recognition | May 2019
Publications by Type
-
Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception
Anurag Ghosh, Akshay Nambi, Vaibhav Balloli, Aditya Singh, Tanuja Ganu
NeurIPS 2023 | December 2023
Smartphone-based driver license testing
Anurag Ghosh , Vijay Lingam, Ishit Mehta, Akshay Nambi, Venkat Padmanabhan, Satish Sangameswaran
ACM SenSys (demo) | November 2019
ALT: Towards Automating Driver License Testing using Smartphones
Akshay Nambi, Ishit Mehta, Anurag Ghosh, Vijay Lingam, Venkat Padmanabhan (padmanab)
ACM SenSys | November 2019
AutoRate: How attentive is the driver?
Isha Dua, Akshay Nambi, C. V. Jawahar, Venkat Padmanabhan
The 14th IEEE International Conference on Automatic Face and Gesture Recognition | May 2019
DeepLane: camera-assisted GPS for driving lane detection
Ravi Bhandari, Akshay Nambi, Venkat Padmanabhan, Bhaskaran Raman
ACM BuildSys | November 2018
HAMS: Driver and Driving Monitoring using a Smartphone
Akshay Nambi, Shruthi Bannur, Ishit Mehta, Harshvardhan Kalra, Aditya Virmani, Venkat Padmanabhan, Ravi Bhandari, Bhaskaran Raman
ACM MobiCom (Demo) | October 2018
FullStop: Tracking Unsafe Stopping Behaviour of Buses
Ravi Bhandari, Bhaskaran Raman, Venkat Padmanabhan
COMSNETS | January 2018
-
Adaptive Streaming Perception using Deep Reinforcement Learning
Anurag Ghosh, Akshay Nambi, Aditya Singh, Harish YVS, Tanuja Ganu
June 2021
-
InSight: Monitoring the State of the Driver in Low-Light Using Smartphones
Ishani Janveja, Akshay Nambi, Shruthi Bannur, Sanchit Gupta, Venkat Padmanabhan
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, (UBICOMP 2020) | September 2020, Vol 4(3)
Driving Lane Detection on Smartphones using Deep Neural Networks
Ravi Bhandari, Akshay Nambi, Venkat Padmanabhan, Bhaskaran Raman
ACM Transactions on Sensor Networks | January 2020, Vol 16(1)
Technology Interventions for Road Safety and Beyond
C. V. Jawahar, Venkat Padmanabhan
CACM | November 2019, Vol 62(11)
FarSight: A Smartphone-based Vehicle Ranging System
Akshay Nambi, Aditya Virmani, Venkat Padmanabhan
ACM IMWUT/UBICOMP | December 2018
People
Akshay Nambi
Principal Researcher
Venkat Padmanabhan
Deputy Managing Director, Microsoft Research India