Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception
Anurag Ghosh, Akshay Nambi, Vaibhav Balloli, Aditya Singh, Tanuja Ganu
NeurIPS 2023 | December 2023
Publications
Publications by Year
-
MEGA: Multilingual Evaluation of Generative AI
Kabir Ahuja, Harshita Diddee, Rishav Hada, Millicent Ochieng, Krithika Ramesh, Prachi Jain, Akshay Nambi, Tanuja Ganu, Sameer Segal, Mohamed Ahmed, Kalika Bali, Sunayana Sitaram
EMNLP 2023 | October 2023
-
Reliable Energy Consumption Modeling for an Electric Vehicle Fleet
Millend Roy, Akshay Nambi, Anupam Sobti, Tanuja Ganu, Shivkumar Kalyanaraman , Shankar Akella, Jaya Subha Devi, S A Sunderasan
COMPASS '22: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies (COMPASS) | June 2022
-
PIRMedic: A Physics-based Fault Diagnosis for Passive Infra-Red (PIR) Sensors
Ashish Kashinath, Sibin Mohan, Akshay Nambi, Sumukh Marathe
8th ACM International Conference on Systems for Energy-Efficient Built Environments (BuildSys 2021) | November 2021
Best Paper Award
AI-assisted Cell-Level Fault Detection and Localization in Solar PV Electroluminescence Images
Ahan MR, Akshay Nambi, Tanuja Ganu, Dhananjay Nahata, Shivkumar Kalyanaraman
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems, SenSys Workshop | November 2021
Best Paper Award
Is your smoke detector working properly? Robust fault tolerance approaches for smoke detectors
Arjun Tambe, Akshay Nambi, Sumukh Marathe
19th ACM International Conference on Mobile Systems, Applications, and Services (MobiSys) | June 2021
Adaptive Streaming Perception using Deep Reinforcement Learning
Anurag Ghosh, Akshay Nambi, Aditya Singh, Harish YVS, Tanuja Ganu
June 2021
CurrentSense: A novel approach for fault and drift detection in environmental IoT sensors
Sumukh Marathe, Akshay Nambi, Swami Manohar, Ronak Sutaria
ACM/IEEE International Conference on Internet of Things Design and Implementation (IoTDI) | May 2021
-
Fault diagnosis system for low-cost air pollution sensors
Sumukh Marathe, Akshay Nambi, Nishant Shrivastava , Swami Manohar, Ronak Sutaria
ACM SenSys demo | November 2020
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)
IoT-ID: A novel device-specific identifier based on unique hardware fingerprints
Girish Vaidya, Akshay Nambi, T V Prabhakar, Vasanth Kumar , Suhas Sudhakara
International Conference on Internet of Things Design and Implementation (IoTDI) | April 2020
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
ALT: Towards Automating Driver License Testing using Smartphones
Akshay Nambi, Ishit Mehta, Anurag Ghosh, Vijay Lingam, Venkat Padmanabhan (padmanab)
ACM SenSys | November 2019
Low-Cost Aerial Imaging for Small Holder Farmers
Vasuki Narasimha Swamy, Akshit Kumar, Rohit Patil, Aditya Jain, Zerina Kapetanovic, Rahul Sharma, Deepak Vasisht, Ranveer Chandra, Swami Manohar, Anirudh Badam, Gireeja Ranade, Sudipta Sinha, Akshay Nambi
ACM Compass 2019 | July 2019
ACM COMPASS 2019 Best Paper Award
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
Rethinking Networking for “Five Computers”
Sundararajan Renganathan, Venkat Padmanabhan, Akshay Nambi
ACM HotNets | November 2018
DeepLane: camera-assisted GPS for driving lane detection
Ravi Bhandari, Akshay Nambi, Venkat Padmanabhan, Bhaskaran Raman
ACM BuildSys | November 2018
Fall-curve: A novel primitive for IoT Fault Detection and Isolation
Tusher Chakraborty, Akshay Nambi, Ranveer Chandra, Rahul Sharma, Swami Manohar, Zerina Kapetanovic, Jonathan Appavoo
ACM SenSys | November 2018
Sensor Identification and Fault Detection in IoT Systems
Tusher Chakraborty, Akshay Nambi, Rahul Sharma, Ranveer Chandra, Swami Manohar, Zerina Kapetanovic
ACM SenSys (Demo) | 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
UniversalNILM: A Semi-supervised Energy Disaggregation Framework using General Appliance Models
Bontor Humala, Akshay Nambi, Venkatsh Prsad
ACM e-Energy | June 2018
Monitoring LED Lights with Current Signatures
Johnny Verhoeff, Akshay Nambi, Marco Zuniga, Bontor Humala
ACM/IEEE INFOCOM | April 2018
-
CamMirror: Single-Camera-based Distance Estimation for Physical Analytics Applications
Vivek Yenamandra, Akshay Nambi, Venkat Padmanabhan, Vishnu Navda, Kannan Srinivasan
Workshop on Physical Analytics (WPA), ACM MobiSys | June 2017
Publications by Research Area
-
Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception
Anurag Ghosh, Akshay Nambi, Vaibhav Balloli, Aditya Singh, Tanuja Ganu
NeurIPS 2023 | December 2023
Reliable Energy Consumption Modeling for an Electric Vehicle Fleet
Millend Roy, Akshay Nambi, Anupam Sobti, Tanuja Ganu, Shivkumar Kalyanaraman , Shankar Akella, Jaya Subha Devi, S A Sunderasan
COMPASS '22: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies (COMPASS) | June 2022
PIRMedic: A Physics-based Fault Diagnosis for Passive Infra-Red (PIR) Sensors
Ashish Kashinath, Sibin Mohan, Akshay Nambi, Sumukh Marathe
8th ACM International Conference on Systems for Energy-Efficient Built Environments (BuildSys 2021) | November 2021
Best Paper Award
AI-assisted Cell-Level Fault Detection and Localization in Solar PV Electroluminescence Images
Ahan MR, Akshay Nambi, Tanuja Ganu, Dhananjay Nahata, Shivkumar Kalyanaraman
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems, SenSys Workshop | November 2021
Best Paper Award
Is your smoke detector working properly? Robust fault tolerance approaches for smoke detectors
Arjun Tambe, Akshay Nambi, Sumukh Marathe
19th ACM International Conference on Mobile Systems, Applications, and Services (MobiSys) | June 2021
UniversalNILM: A Semi-supervised Energy Disaggregation Framework using General Appliance Models
Bontor Humala, Akshay Nambi, Venkatsh Prsad
ACM e-Energy | June 2018
-
Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception
Anurag Ghosh, Akshay Nambi, Vaibhav Balloli, Aditya Singh, Tanuja Ganu
NeurIPS 2023 | December 2023
MEGA: Multilingual Evaluation of Generative AI
Kabir Ahuja, Harshita Diddee, Rishav Hada, Millicent Ochieng, Krithika Ramesh, Prachi Jain, Akshay Nambi, Tanuja Ganu, Sameer Segal, Mohamed Ahmed, Kalika Bali, Sunayana Sitaram
EMNLP 2023 | October 2023
Reliable Energy Consumption Modeling for an Electric Vehicle Fleet
Millend Roy, Akshay Nambi, Anupam Sobti, Tanuja Ganu, Shivkumar Kalyanaraman , Shankar Akella, Jaya Subha Devi, S A Sunderasan
COMPASS '22: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies (COMPASS) | June 2022
AI-assisted Cell-Level Fault Detection and Localization in Solar PV Electroluminescence Images
Ahan MR, Akshay Nambi, Tanuja Ganu, Dhananjay Nahata, Shivkumar Kalyanaraman
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems, SenSys Workshop | November 2021
Best Paper Award
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)
UniversalNILM: A Semi-supervised Energy Disaggregation Framework using General Appliance Models
Bontor Humala, Akshay Nambi, Venkatsh Prsad
ACM e-Energy | June 2018
Monitoring LED Lights with Current Signatures
Johnny Verhoeff, Akshay Nambi, Marco Zuniga, Bontor Humala
ACM/IEEE INFOCOM | April 2018
-
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
CamMirror: Single-Camera-based Distance Estimation for Physical Analytics Applications
Vivek Yenamandra, Akshay Nambi, Venkat Padmanabhan, Vishnu Navda, Kannan Srinivasan
Workshop on Physical Analytics (WPA), ACM MobiSys | June 2017
-
Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception
Anurag Ghosh, Akshay Nambi, Vaibhav Balloli, Aditya Singh, Tanuja Ganu
NeurIPS 2023 | December 2023
Reliable Energy Consumption Modeling for an Electric Vehicle Fleet
Millend Roy, Akshay Nambi, Anupam Sobti, Tanuja Ganu, Shivkumar Kalyanaraman , Shankar Akella, Jaya Subha Devi, S A Sunderasan
COMPASS '22: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies (COMPASS) | June 2022
PIRMedic: A Physics-based Fault Diagnosis for Passive Infra-Red (PIR) Sensors
Ashish Kashinath, Sibin Mohan, Akshay Nambi, Sumukh Marathe
8th ACM International Conference on Systems for Energy-Efficient Built Environments (BuildSys 2021) | November 2021
Best Paper Award
Is your smoke detector working properly? Robust fault tolerance approaches for smoke detectors
Arjun Tambe, Akshay Nambi, Sumukh Marathe
19th ACM International Conference on Mobile Systems, Applications, and Services (MobiSys) | June 2021
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
ALT: Towards Automating Driver License Testing using Smartphones
Akshay Nambi, Ishit Mehta, Anurag Ghosh, Vijay Lingam, Venkat Padmanabhan (padmanab)
ACM SenSys | November 2019
Low-Cost Aerial Imaging for Small Holder Farmers
Vasuki Narasimha Swamy, Akshit Kumar, Rohit Patil, Aditya Jain, Zerina Kapetanovic, Rahul Sharma, Deepak Vasisht, Ranveer Chandra, Swami Manohar, Anirudh Badam, Gireeja Ranade, Sudipta Sinha, Akshay Nambi
ACM Compass 2019 | July 2019
ACM COMPASS 2019 Best Paper Award
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
Rethinking Networking for “Five Computers”
Sundararajan Renganathan, Venkat Padmanabhan, Akshay Nambi
ACM HotNets | November 2018
DeepLane: camera-assisted GPS for driving lane detection
Ravi Bhandari, Akshay Nambi, Venkat Padmanabhan, Bhaskaran Raman
ACM BuildSys | November 2018
Fall-curve: A novel primitive for IoT Fault Detection and Isolation
Tusher Chakraborty, Akshay Nambi, Ranveer Chandra, Rahul Sharma, Swami Manohar, Zerina Kapetanovic, Jonathan Appavoo
ACM SenSys | November 2018
Sensor Identification and Fault Detection in IoT Systems
Tusher Chakraborty, Akshay Nambi, Rahul Sharma, Ranveer Chandra, Swami Manohar, Zerina Kapetanovic
ACM SenSys (Demo) | 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
UniversalNILM: A Semi-supervised Energy Disaggregation Framework using General Appliance Models
Bontor Humala, Akshay Nambi, Venkatsh Prsad
ACM e-Energy | June 2018
Monitoring LED Lights with Current Signatures
Johnny Verhoeff, Akshay Nambi, Marco Zuniga, Bontor Humala
ACM/IEEE INFOCOM | April 2018
CamMirror: Single-Camera-based Distance Estimation for Physical Analytics Applications
Vivek Yenamandra, Akshay Nambi, Venkat Padmanabhan, Vishnu Navda, Kannan Srinivasan
Workshop on Physical Analytics (WPA), ACM MobiSys | June 2017
-
MEGA: Multilingual Evaluation of Generative AI
Kabir Ahuja, Harshita Diddee, Rishav Hada, Millicent Ochieng, Krithika Ramesh, Prachi Jain, Akshay Nambi, Tanuja Ganu, Sameer Segal, Mohamed Ahmed, Kalika Bali, Sunayana Sitaram
EMNLP 2023 | October 2023
-
AI-assisted Cell-Level Fault Detection and Localization in Solar PV Electroluminescence Images
Ahan MR, Akshay Nambi, Tanuja Ganu, Dhananjay Nahata, Shivkumar Kalyanaraman
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems, SenSys Workshop | November 2021
Best Paper Award
-
PIRMedic: A Physics-based Fault Diagnosis for Passive Infra-Red (PIR) Sensors
Ashish Kashinath, Sibin Mohan, Akshay Nambi, Sumukh Marathe
8th ACM International Conference on Systems for Energy-Efficient Built Environments (BuildSys 2021) | November 2021
Best Paper Award
AI-assisted Cell-Level Fault Detection and Localization in Solar PV Electroluminescence Images
Ahan MR, Akshay Nambi, Tanuja Ganu, Dhananjay Nahata, Shivkumar Kalyanaraman
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems, SenSys Workshop | November 2021
Best Paper Award
Is your smoke detector working properly? Robust fault tolerance approaches for smoke detectors
Arjun Tambe, Akshay Nambi, Sumukh Marathe
19th ACM International Conference on Mobile Systems, Applications, and Services (MobiSys) | 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)
Low-Cost Aerial Imaging for Small Holder Farmers
Vasuki Narasimha Swamy, Akshit Kumar, Rohit Patil, Aditya Jain, Zerina Kapetanovic, Rahul Sharma, Deepak Vasisht, Ranveer Chandra, Swami Manohar, Anirudh Badam, Gireeja Ranade, Sudipta Sinha, Akshay Nambi
ACM Compass 2019 | July 2019
ACM COMPASS 2019 Best Paper Award
-
PIRMedic: A Physics-based Fault Diagnosis for Passive Infra-Red (PIR) Sensors
Ashish Kashinath, Sibin Mohan, Akshay Nambi, Sumukh Marathe
8th ACM International Conference on Systems for Energy-Efficient Built Environments (BuildSys 2021) | November 2021
Best Paper Award
Is your smoke detector working properly? Robust fault tolerance approaches for smoke detectors
Arjun Tambe, Akshay Nambi, Sumukh Marathe
19th ACM International Conference on Mobile Systems, Applications, and Services (MobiSys) | June 2021
CurrentSense: A novel approach for fault and drift detection in environmental IoT sensors
Sumukh Marathe, Akshay Nambi, Swami Manohar, Ronak Sutaria
ACM/IEEE International Conference on Internet of Things Design and Implementation (IoTDI) | May 2021
Fault diagnosis system for low-cost air pollution sensors
Sumukh Marathe, Akshay Nambi, Nishant Shrivastava , Swami Manohar, Ronak Sutaria
ACM SenSys demo | November 2020
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)
IoT-ID: A novel device-specific identifier based on unique hardware fingerprints
Girish Vaidya, Akshay Nambi, T V Prabhakar, Vasanth Kumar , Suhas Sudhakara
International Conference on Internet of Things Design and Implementation (IoTDI) | April 2020
Fall-curve: A novel primitive for IoT Fault Detection and Isolation
Tusher Chakraborty, Akshay Nambi, Ranveer Chandra, Rahul Sharma, Swami Manohar, Zerina Kapetanovic, Jonathan Appavoo
ACM SenSys | November 2018
Sensor Identification and Fault Detection in IoT Systems
Tusher Chakraborty, Akshay Nambi, Rahul Sharma, Ranveer Chandra, Swami Manohar, Zerina Kapetanovic
ACM SenSys (Demo) | November 2018
Monitoring LED Lights with Current Signatures
Johnny Verhoeff, Akshay Nambi, Marco Zuniga, Bontor Humala
ACM/IEEE INFOCOM | April 2018
-
Is your smoke detector working properly? Robust fault tolerance approaches for smoke detectors
Arjun Tambe, Akshay Nambi, Sumukh Marathe
19th ACM International Conference on Mobile Systems, Applications, and Services (MobiSys) | June 2021
CurrentSense: A novel approach for fault and drift detection in environmental IoT sensors
Sumukh Marathe, Akshay Nambi, Swami Manohar, Ronak Sutaria
ACM/IEEE International Conference on Internet of Things Design and Implementation (IoTDI) | May 2021
-
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
MEGA: Multilingual Evaluation of Generative AI
Kabir Ahuja, Harshita Diddee, Rishav Hada, Millicent Ochieng, Krithika Ramesh, Prachi Jain, Akshay Nambi, Tanuja Ganu, Sameer Segal, Mohamed Ahmed, Kalika Bali, Sunayana Sitaram
EMNLP 2023 | October 2023
Reliable Energy Consumption Modeling for an Electric Vehicle Fleet
Millend Roy, Akshay Nambi, Anupam Sobti, Tanuja Ganu, Shivkumar Kalyanaraman , Shankar Akella, Jaya Subha Devi, S A Sunderasan
COMPASS '22: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies (COMPASS) | June 2022
PIRMedic: A Physics-based Fault Diagnosis for Passive Infra-Red (PIR) Sensors
Ashish Kashinath, Sibin Mohan, Akshay Nambi, Sumukh Marathe
8th ACM International Conference on Systems for Energy-Efficient Built Environments (BuildSys 2021) | November 2021
Best Paper Award
AI-assisted Cell-Level Fault Detection and Localization in Solar PV Electroluminescence Images
Ahan MR, Akshay Nambi, Tanuja Ganu, Dhananjay Nahata, Shivkumar Kalyanaraman
SenSys '21: Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems, SenSys Workshop | November 2021
Best Paper Award
Is your smoke detector working properly? Robust fault tolerance approaches for smoke detectors
Arjun Tambe, Akshay Nambi, Sumukh Marathe
19th ACM International Conference on Mobile Systems, Applications, and Services (MobiSys) | June 2021
CurrentSense: A novel approach for fault and drift detection in environmental IoT sensors
Sumukh Marathe, Akshay Nambi, Swami Manohar, Ronak Sutaria
ACM/IEEE International Conference on Internet of Things Design and Implementation (IoTDI) | May 2021
Fault diagnosis system for low-cost air pollution sensors
Sumukh Marathe, Akshay Nambi, Nishant Shrivastava , Swami Manohar, Ronak Sutaria
ACM SenSys demo | November 2020
IoT-ID: A novel device-specific identifier based on unique hardware fingerprints
Girish Vaidya, Akshay Nambi, T V Prabhakar, Vasanth Kumar , Suhas Sudhakara
International Conference on Internet of Things Design and Implementation (IoTDI) | April 2020
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
Low-Cost Aerial Imaging for Small Holder Farmers
Vasuki Narasimha Swamy, Akshit Kumar, Rohit Patil, Aditya Jain, Zerina Kapetanovic, Rahul Sharma, Deepak Vasisht, Ranveer Chandra, Swami Manohar, Anirudh Badam, Gireeja Ranade, Sudipta Sinha, Akshay Nambi
ACM Compass 2019 | July 2019
ACM COMPASS 2019 Best Paper Award
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
Rethinking Networking for “Five Computers”
Sundararajan Renganathan, Venkat Padmanabhan, Akshay Nambi
ACM HotNets | November 2018
DeepLane: camera-assisted GPS for driving lane detection
Ravi Bhandari, Akshay Nambi, Venkat Padmanabhan, Bhaskaran Raman
ACM BuildSys | November 2018
Fall-curve: A novel primitive for IoT Fault Detection and Isolation
Tusher Chakraborty, Akshay Nambi, Ranveer Chandra, Rahul Sharma, Swami Manohar, Zerina Kapetanovic, Jonathan Appavoo
ACM SenSys | November 2018
Sensor Identification and Fault Detection in IoT Systems
Tusher Chakraborty, Akshay Nambi, Rahul Sharma, Ranveer Chandra, Swami Manohar, Zerina Kapetanovic
ACM SenSys (Demo) | 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
UniversalNILM: A Semi-supervised Energy Disaggregation Framework using General Appliance Models
Bontor Humala, Akshay Nambi, Venkatsh Prsad
ACM e-Energy | June 2018
Monitoring LED Lights with Current Signatures
Johnny Verhoeff, Akshay Nambi, Marco Zuniga, Bontor Humala
ACM/IEEE INFOCOM | April 2018
CamMirror: Single-Camera-based Distance Estimation for Physical Analytics Applications
Vivek Yenamandra, Akshay Nambi, Venkat Padmanabhan, Vishnu Navda, Kannan Srinivasan
Workshop on Physical Analytics (WPA), ACM MobiSys | June 2017
-
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)
FarSight: A Smartphone-based Vehicle Ranging System
Akshay Nambi, Aditya Virmani, Venkat Padmanabhan
ACM IMWUT/UBICOMP | December 2018