Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning

Nick Mecklenburg, Yiyou Lin, Xiaoxiao Li, Daniel Holstein, Leonardo Nunes, Sara Malvar, Bruno Silva, Ranveer Chandra, Vijay Aski, Pavan Kumar Reddy Yannam, Tolga Aktas

ArXiv | April 2024

Publication Project

Spectrumize: Spectrum-efficient Satellite Networks for the Internet of Things

Vaibhav Singh, Tusher Chakraborty, Suraj Jog, Om Chabra, Deepak Vasisht , Ranveer Chandra

USENIX NSDI | April 2024

Publication Project

RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture

Maria Angels de Luis Balaguer, Vinamra Benara, Renato L. de F. Cunha, Roberto Estevão, Todd Hendry, Daniel Holstein, Jennifer Marsman, Nick Mecklenburg, Sara Malvar, Leonardo Nunes, Rafael Padilha, Morris Sharp, Bruno Silva, Swati Sharma, Vijay Aski, Ranveer Chandra

January 2024

DOI Publication Project

GPT-4 as an Agronomist Assistant? Answering Agriculture Exams Using Large Language Models

Bruno Silva, Leonardo Nunes, Roberto Estevão, Vijay Aski, Ranveer Chandra

October 2023

Publication Project

AgriTera: Accurate Non-Invasive Fruit Ripeness Sensing via Sub-Terahertz Wireless Signals

Sayed Saad Afzal, Atsutse Kludze, Subhajit Karmakar, Ranveer Chandra, Yasaman Ghasempour

ACM MobiCom | October 2023

Best Paper

Publication Project Project

An Iterative Method for Hyperspectral Pixel Unmixing Leveraging Latent Dirichlet Variational Autoencoder

Kiran Mantripragada, Paul R. Adler, Peder Olsen, Faisal Z. Qureshi

IGARSS 2023 – 2023 IEEE International Geoscience and Remote Sensing Symposium | July 2023, pp. 7527-7530

DOI Publication

Source Attribution and Emissions Quantification for Methane Leak Detection: A Non-Linear Bayesian Regression Approach

Mirco Milletari, Sara Malvar, Yagna Oruganti, Leonardo Nunes, Yazeed Alaudah, Anirudh Badam

The 8th International Online & Onsite Conference on Machine Learning, Optimization, and Data Science | September 2022

Best Paper Award Special Mention

Publication

Democratizing Data-Driven Agriculture Using Affordable Hardware

Ranveer Chandra, Swami Manohar, Tusher Chakraborty, Jian Ding, Zerina Kapetanovic, Peeyush Kumar, Deepak Vasisht

IEEE Micro | January 2022, Vol 42(1): pp. 69-77

Publication Project Project

Unsupervised Machine Learning framework for sensor placement optimization: analyzing methane leaks

Shirui Wang, Sara Malvar, Leonardo Nunes, Kim Whitehall, Yagna Oruganti, Yazeed Alaudah, Anirudh Badam

NeurIPS 2021 Workshop Tackling Climate Change with Machine Learning | December 2021

Publication

Digital Agriculture for Small-Scale Producers: Challenges and Opportunities

Ranveer Chandra, Stewart Collis

Communications of the ACM | December 2021, Vol 64(12): pp. 75-84

Publication Project

Visage: Enabling Timely Analytics for Drone Imagery

Sagar Jha, Youjie Li, Shadi Noghabi, Vaishnavi Ranganathan, Peeyush Kumar, Andrew Nelson, Michael Toelle, Sudipta Sinha, Ranveer Chandra, Anirudh Badam

MobiCom ’21 | October 2021

Publication

Low-cost In-ground Soil Moisture Sensing with Radar Backscatter Tags

Colleen Josephson, Manikanta Kotaru, Keith Winstein, Sachin Katti, Ranveer Chandra

ACM COMPASS | September 2021

Publication Project

Micro-climate Prediction – Multi Scale Encoder-decoder based Deep Learning Framework

Peeyush Kumar, Ranveer Chandra, Chetan Bansal, Shivkumar Kalyanaraman, Tanuja Ganu, Michael Grant

2021 Knowledge Discovery and Data Mining | August 2021

Publication Publication Project

Farmer and farm worker illnesses and deaths from COVID-19 and impacts on agricultural output

Jayson Lusk, Ranveer Chandra

PLOS ONE | April 2021, Vol 16(4)

Publication Project Project

Perspective: white space networking with wi-fi like connectivity

Ranveer Chandra, Thomas Moscibroda

Computer Communications Review | December 2019, Vol 49(5): pp. 107-109

Publication Project Project

Towards Low Cost Soil Sensing Using Wi-Fi

Jian Ding, Ranveer Chandra

MobiCom 2019 | October 2019

ACM MobiCom 2019 Best Paper Runner Up

Publication Project

FarmBeats: Improving Farm Productivity Using Data-Driven Agriculture

Zerina Kapetanovic, Ranveer Chandra, Tusher Chakraborty, Andrew Nelson

SIAM News | July 2019

https://sinews.siam.org/Details-Page/farmbeats-improving-farm-productivity-using-data-driven-agriculture

Publication Github Project

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

Author's Version Project

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

Publication Project Project

Bill Gates features FarmBeats on GatesNotes

Ranveer Chandra

November 2018

Project Project Project

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

Publication Project Project

Estimating Soil Moisture and Electrical Conductivity Using Wi-Fi

Jian Ding, Ranveer Chandra

MSR-TR-2018-29 | October 2018

Publication Project

Learning to Align Images using Weak Geometric Supervision

Jing Dong, Byron Boots, Frank Dellaert, Ranveer Chandra, Sudipta Sinha

International Conference on 3DVision | September 2018

Publication Project

FarmBeats: Automating Data Aggregation

Ranveer Chandra

Farm Policy Journal | August 2018, Vol 15: pp. 7-16

Publication Project

Enabling Reliable, Asynchronous, and Bidirectional Communication in Sensor Networks over White Spaces

Abusayeed Saifullah, Mahbubur Rehman, Dali Ismail, Chenyang Lu, Jie Liu, Ranveer Chandra

ACM Conference on Embedded Networked Sensor Systems (SenSys’17) | November 2017

Publication Project Project Project

Experiences Deploying an Always-on Farm Network

Zerina Kapetanovic, Deepak Vasisht, Jongho Won, Ranveer Chandra, Mark Kimball

ACM GetMobile: Mobile Computing and Communications | June 2017, Vol 21

Publication Project

FarmBeats: An IoT Platform for Data-Driven Agriculture

Deepak Vasisht, Zerina Kapetanovic, JongHo Won, Xinxin Jin, Ranveer Chandra, Sudipta Sinha, Ashish Kapoor

Networked Systems Design and Implementation (NSDI) | March 2017

Publication Project Project Project

Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning

Nick Mecklenburg, Yiyou Lin, Xiaoxiao Li, Daniel Holstein, Leonardo Nunes, Sara Malvar, Bruno Silva, Ranveer Chandra, Vijay Aski, Pavan Kumar Reddy Yannam, Tolga Aktas

ArXiv | April 2024

Publication Project

RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture

Maria Angels de Luis Balaguer, Vinamra Benara, Renato L. de F. Cunha, Roberto Estevão, Todd Hendry, Daniel Holstein, Jennifer Marsman, Nick Mecklenburg, Sara Malvar, Leonardo Nunes, Rafael Padilha, Morris Sharp, Bruno Silva, Swati Sharma, Vijay Aski, Ranveer Chandra

January 2024

DOI Publication Project

GPT-4 as an Agronomist Assistant? Answering Agriculture Exams Using Large Language Models

Bruno Silva, Leonardo Nunes, Roberto Estevão, Vijay Aski, Ranveer Chandra

October 2023

Publication Project

An Iterative Method for Hyperspectral Pixel Unmixing Leveraging Latent Dirichlet Variational Autoencoder

Kiran Mantripragada, Paul R. Adler, Peder Olsen, Faisal Z. Qureshi

IGARSS 2023 – 2023 IEEE International Geoscience and Remote Sensing Symposium | July 2023, pp. 7527-7530

DOI Publication

Source Attribution and Emissions Quantification for Methane Leak Detection: A Non-Linear Bayesian Regression Approach

Mirco Milletari, Sara Malvar, Yagna Oruganti, Leonardo Nunes, Yazeed Alaudah, Anirudh Badam

The 8th International Online & Onsite Conference on Machine Learning, Optimization, and Data Science | September 2022

Best Paper Award Special Mention

Publication

Unsupervised Machine Learning framework for sensor placement optimization: analyzing methane leaks

Shirui Wang, Sara Malvar, Leonardo Nunes, Kim Whitehall, Yagna Oruganti, Yazeed Alaudah, Anirudh Badam

NeurIPS 2021 Workshop Tackling Climate Change with Machine Learning | December 2021

Publication

Micro-climate Prediction – Multi Scale Encoder-decoder based Deep Learning Framework

Peeyush Kumar, Ranveer Chandra, Chetan Bansal, Shivkumar Kalyanaraman, Tanuja Ganu, Michael Grant

2021 Knowledge Discovery and Data Mining | August 2021

Publication Publication Project

Experiences Deploying an Always-on Farm Network

Zerina Kapetanovic, Deepak Vasisht, Jongho Won, Ranveer Chandra, Mark Kimball

ACM GetMobile: Mobile Computing and Communications | June 2017, Vol 21

Publication Project

FarmBeats: An IoT Platform for Data-Driven Agriculture

Deepak Vasisht, Zerina Kapetanovic, JongHo Won, Xinxin Jin, Ranveer Chandra, Sudipta Sinha, Ashish Kapoor

Networked Systems Design and Implementation (NSDI) | March 2017

Publication Project Project Project

Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning

Nick Mecklenburg, Yiyou Lin, Xiaoxiao Li, Daniel Holstein, Leonardo Nunes, Sara Malvar, Bruno Silva, Ranveer Chandra, Vijay Aski, Pavan Kumar Reddy Yannam, Tolga Aktas

ArXiv | April 2024

Publication Project

RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture

Maria Angels de Luis Balaguer, Vinamra Benara, Renato L. de F. Cunha, Roberto Estevão, Todd Hendry, Daniel Holstein, Jennifer Marsman, Nick Mecklenburg, Sara Malvar, Leonardo Nunes, Rafael Padilha, Morris Sharp, Bruno Silva, Swati Sharma, Vijay Aski, Ranveer Chandra

January 2024

DOI Publication Project

An Iterative Method for Hyperspectral Pixel Unmixing Leveraging Latent Dirichlet Variational Autoencoder

Kiran Mantripragada, Paul R. Adler, Peder Olsen, Faisal Z. Qureshi

IGARSS 2023 – 2023 IEEE International Geoscience and Remote Sensing Symposium | July 2023, pp. 7527-7530

DOI Publication

Learning to Align Images using Weak Geometric Supervision

Jing Dong, Byron Boots, Frank Dellaert, Ranveer Chandra, Sudipta Sinha

International Conference on 3DVision | September 2018

Publication Project

FarmBeats: An IoT Platform for Data-Driven Agriculture

Deepak Vasisht, Zerina Kapetanovic, JongHo Won, Xinxin Jin, Ranveer Chandra, Sudipta Sinha, Ashish Kapoor

Networked Systems Design and Implementation (NSDI) | March 2017

Publication Project Project Project

An Iterative Method for Hyperspectral Pixel Unmixing Leveraging Latent Dirichlet Variational Autoencoder

Kiran Mantripragada, Paul R. Adler, Peder Olsen, Faisal Z. Qureshi

IGARSS 2023 – 2023 IEEE International Geoscience and Remote Sensing Symposium | July 2023, pp. 7527-7530

DOI Publication

Source Attribution and Emissions Quantification for Methane Leak Detection: A Non-Linear Bayesian Regression Approach

Mirco Milletari, Sara Malvar, Yagna Oruganti, Leonardo Nunes, Yazeed Alaudah, Anirudh Badam

The 8th International Online & Onsite Conference on Machine Learning, Optimization, and Data Science | September 2022

Best Paper Award Special Mention

Publication

Unsupervised Machine Learning framework for sensor placement optimization: analyzing methane leaks

Shirui Wang, Sara Malvar, Leonardo Nunes, Kim Whitehall, Yagna Oruganti, Yazeed Alaudah, Anirudh Badam

NeurIPS 2021 Workshop Tackling Climate Change with Machine Learning | December 2021

Publication

Micro-climate Prediction – Multi Scale Encoder-decoder based Deep Learning Framework

Peeyush Kumar, Ranveer Chandra, Chetan Bansal, Shivkumar Kalyanaraman, Tanuja Ganu, Michael Grant

2021 Knowledge Discovery and Data Mining | August 2021

Publication Publication Project

Spectrumize: Spectrum-efficient Satellite Networks for the Internet of Things

Vaibhav Singh, Tusher Chakraborty, Suraj Jog, Om Chabra, Deepak Vasisht , Ranveer Chandra

USENIX NSDI | April 2024

Publication Project

AgriTera: Accurate Non-Invasive Fruit Ripeness Sensing via Sub-Terahertz Wireless Signals

Sayed Saad Afzal, Atsutse Kludze, Subhajit Karmakar, Ranveer Chandra, Yasaman Ghasempour

ACM MobiCom | October 2023

Best Paper

Publication Project Project

Democratizing Data-Driven Agriculture Using Affordable Hardware

Ranveer Chandra, Swami Manohar, Tusher Chakraborty, Jian Ding, Zerina Kapetanovic, Peeyush Kumar, Deepak Vasisht

IEEE Micro | January 2022, Vol 42(1): pp. 69-77

Publication Project Project

Digital Agriculture for Small-Scale Producers: Challenges and Opportunities

Ranveer Chandra, Stewart Collis

Communications of the ACM | December 2021, Vol 64(12): pp. 75-84

Publication Project

Visage: Enabling Timely Analytics for Drone Imagery

Sagar Jha, Youjie Li, Shadi Noghabi, Vaishnavi Ranganathan, Peeyush Kumar, Andrew Nelson, Michael Toelle, Sudipta Sinha, Ranveer Chandra, Anirudh Badam

MobiCom ’21 | October 2021

Publication

Low-cost In-ground Soil Moisture Sensing with Radar Backscatter Tags

Colleen Josephson, Manikanta Kotaru, Keith Winstein, Sachin Katti, Ranveer Chandra

ACM COMPASS | September 2021

Publication Project

Farmer and farm worker illnesses and deaths from COVID-19 and impacts on agricultural output

Jayson Lusk, Ranveer Chandra

PLOS ONE | April 2021, Vol 16(4)

Publication Project Project

Perspective: white space networking with wi-fi like connectivity

Ranveer Chandra, Thomas Moscibroda

Computer Communications Review | December 2019, Vol 49(5): pp. 107-109

Publication Project Project

Towards Low Cost Soil Sensing Using Wi-Fi

Jian Ding, Ranveer Chandra

MobiCom 2019 | October 2019

ACM MobiCom 2019 Best Paper Runner Up

Publication Project

FarmBeats: Improving Farm Productivity Using Data-Driven Agriculture

Zerina Kapetanovic, Ranveer Chandra, Tusher Chakraborty, Andrew Nelson

SIAM News | July 2019

https://sinews.siam.org/Details-Page/farmbeats-improving-farm-productivity-using-data-driven-agriculture

Publication Github Project

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

Author's Version Project

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

Publication Project Project

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

Publication Project Project

Bill Gates features FarmBeats on GatesNotes

Ranveer Chandra

November 2018

Project Project Project

Estimating Soil Moisture and Electrical Conductivity Using Wi-Fi

Jian Ding, Ranveer Chandra

MSR-TR-2018-29 | October 2018

Publication Project

Learning to Align Images using Weak Geometric Supervision

Jing Dong, Byron Boots, Frank Dellaert, Ranveer Chandra, Sudipta Sinha

International Conference on 3DVision | September 2018

Publication Project

FarmBeats: Automating Data Aggregation

Ranveer Chandra

Farm Policy Journal | August 2018, Vol 15: pp. 7-16

Publication Project

Enabling Reliable, Asynchronous, and Bidirectional Communication in Sensor Networks over White Spaces

Abusayeed Saifullah, Mahbubur Rehman, Dali Ismail, Chenyang Lu, Jie Liu, Ranveer Chandra

ACM Conference on Embedded Networked Sensor Systems (SenSys’17) | November 2017

Publication Project Project Project

Experiences Deploying an Always-on Farm Network

Zerina Kapetanovic, Deepak Vasisht, Jongho Won, Ranveer Chandra, Mark Kimball

ACM GetMobile: Mobile Computing and Communications | June 2017, Vol 21

Publication Project

FarmBeats: An IoT Platform for Data-Driven Agriculture

Deepak Vasisht, Zerina Kapetanovic, JongHo Won, Xinxin Jin, Ranveer Chandra, Sudipta Sinha, Ashish Kapoor

Networked Systems Design and Implementation (NSDI) | March 2017

Publication Project Project Project

Unsupervised Machine Learning framework for sensor placement optimization: analyzing methane leaks

Shirui Wang, Sara Malvar, Leonardo Nunes, Kim Whitehall, Yagna Oruganti, Yazeed Alaudah, Anirudh Badam

NeurIPS 2021 Workshop Tackling Climate Change with Machine Learning | December 2021

Publication

Micro-climate Prediction – Multi Scale Encoder-decoder based Deep Learning Framework

Peeyush Kumar, Ranveer Chandra, Chetan Bansal, Shivkumar Kalyanaraman, Tanuja Ganu, Michael Grant

2021 Knowledge Discovery and Data Mining | August 2021

Publication Publication Project

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

Author's Version Project

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

Publication Project Project

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

Publication Project Project

Experiences Deploying an Always-on Farm Network

Zerina Kapetanovic, Deepak Vasisht, Jongho Won, Ranveer Chandra, Mark Kimball

ACM GetMobile: Mobile Computing and Communications | June 2017, Vol 21

Publication Project

Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning

Nick Mecklenburg, Yiyou Lin, Xiaoxiao Li, Daniel Holstein, Leonardo Nunes, Sara Malvar, Bruno Silva, Ranveer Chandra, Vijay Aski, Pavan Kumar Reddy Yannam, Tolga Aktas

ArXiv | April 2024

Publication Project

An Iterative Method for Hyperspectral Pixel Unmixing Leveraging Latent Dirichlet Variational Autoencoder

Kiran Mantripragada, Paul R. Adler, Peder Olsen, Faisal Z. Qureshi

IGARSS 2023 – 2023 IEEE International Geoscience and Remote Sensing Symposium | July 2023, pp. 7527-7530

DOI Publication

Democratizing Data-Driven Agriculture Using Affordable Hardware

Ranveer Chandra, Swami Manohar, Tusher Chakraborty, Jian Ding, Zerina Kapetanovic, Peeyush Kumar, Deepak Vasisht

IEEE Micro | January 2022, Vol 42(1): pp. 69-77

Publication Project Project

Digital Agriculture for Small-Scale Producers: Challenges and Opportunities

Ranveer Chandra, Stewart Collis

Communications of the ACM | December 2021, Vol 64(12): pp. 75-84

Publication Project

Farmer and farm worker illnesses and deaths from COVID-19 and impacts on agricultural output

Jayson Lusk, Ranveer Chandra

PLOS ONE | April 2021, Vol 16(4)

Publication Project Project

Perspective: white space networking with wi-fi like connectivity

Ranveer Chandra, Thomas Moscibroda

Computer Communications Review | December 2019, Vol 49(5): pp. 107-109

Publication Project Project

FarmBeats: Improving Farm Productivity Using Data-Driven Agriculture

Zerina Kapetanovic, Ranveer Chandra, Tusher Chakraborty, Andrew Nelson

SIAM News | July 2019

https://sinews.siam.org/Details-Page/farmbeats-improving-farm-productivity-using-data-driven-agriculture

Publication Github Project

FarmBeats: Automating Data Aggregation

Ranveer Chandra

Farm Policy Journal | August 2018, Vol 15: pp. 7-16

Publication Project

Experiences Deploying an Always-on Farm Network

Zerina Kapetanovic, Deepak Vasisht, Jongho Won, Ranveer Chandra, Mark Kimball

ACM GetMobile: Mobile Computing and Communications | June 2017, Vol 21

Publication Project

RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture

Maria Angels de Luis Balaguer, Vinamra Benara, Renato L. de F. Cunha, Roberto Estevão, Todd Hendry, Daniel Holstein, Jennifer Marsman, Nick Mecklenburg, Sara Malvar, Leonardo Nunes, Rafael Padilha, Morris Sharp, Bruno Silva, Swati Sharma, Vijay Aski, Ranveer Chandra

January 2024

DOI Publication Project

GPT-4 as an Agronomist Assistant? Answering Agriculture Exams Using Large Language Models

Bruno Silva, Leonardo Nunes, Roberto Estevão, Vijay Aski, Ranveer Chandra

October 2023

Publication Project

Spectrumize: Spectrum-efficient Satellite Networks for the Internet of Things

Vaibhav Singh, Tusher Chakraborty, Suraj Jog, Om Chabra, Deepak Vasisht , Ranveer Chandra

USENIX NSDI | April 2024

Publication Project

AgriTera: Accurate Non-Invasive Fruit Ripeness Sensing via Sub-Terahertz Wireless Signals

Sayed Saad Afzal, Atsutse Kludze, Subhajit Karmakar, Ranveer Chandra, Yasaman Ghasempour

ACM MobiCom | October 2023

Best Paper

Publication Project Project

Source Attribution and Emissions Quantification for Methane Leak Detection: A Non-Linear Bayesian Regression Approach

Mirco Milletari, Sara Malvar, Yagna Oruganti, Leonardo Nunes, Yazeed Alaudah, Anirudh Badam

The 8th International Online & Onsite Conference on Machine Learning, Optimization, and Data Science | September 2022

Best Paper Award Special Mention

Publication

Unsupervised Machine Learning framework for sensor placement optimization: analyzing methane leaks

Shirui Wang, Sara Malvar, Leonardo Nunes, Kim Whitehall, Yagna Oruganti, Yazeed Alaudah, Anirudh Badam

NeurIPS 2021 Workshop Tackling Climate Change with Machine Learning | December 2021

Publication

Visage: Enabling Timely Analytics for Drone Imagery

Sagar Jha, Youjie Li, Shadi Noghabi, Vaishnavi Ranganathan, Peeyush Kumar, Andrew Nelson, Michael Toelle, Sudipta Sinha, Ranveer Chandra, Anirudh Badam

MobiCom ’21 | October 2021

Publication

Low-cost In-ground Soil Moisture Sensing with Radar Backscatter Tags

Colleen Josephson, Manikanta Kotaru, Keith Winstein, Sachin Katti, Ranveer Chandra

ACM COMPASS | September 2021

Publication Project

Micro-climate Prediction – Multi Scale Encoder-decoder based Deep Learning Framework

Peeyush Kumar, Ranveer Chandra, Chetan Bansal, Shivkumar Kalyanaraman, Tanuja Ganu, Michael Grant

2021 Knowledge Discovery and Data Mining | August 2021

Publication Publication Project

Towards Low Cost Soil Sensing Using Wi-Fi

Jian Ding, Ranveer Chandra

MobiCom 2019 | October 2019

ACM MobiCom 2019 Best Paper Runner Up

Publication Project

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

Author's Version Project

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

Publication Project Project

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

Publication Project Project

Learning to Align Images using Weak Geometric Supervision

Jing Dong, Byron Boots, Frank Dellaert, Ranveer Chandra, Sudipta Sinha

International Conference on 3DVision | September 2018

Publication Project

Enabling Reliable, Asynchronous, and Bidirectional Communication in Sensor Networks over White Spaces

Abusayeed Saifullah, Mahbubur Rehman, Dali Ismail, Chenyang Lu, Jie Liu, Ranveer Chandra

ACM Conference on Embedded Networked Sensor Systems (SenSys’17) | November 2017

Publication Project Project Project

FarmBeats: An IoT Platform for Data-Driven Agriculture

Deepak Vasisht, Zerina Kapetanovic, JongHo Won, Xinxin Jin, Ranveer Chandra, Sudipta Sinha, Ashish Kapoor

Networked Systems Design and Implementation (NSDI) | March 2017

Publication Project Project Project

Bill Gates features FarmBeats on GatesNotes

Ranveer Chandra

November 2018

Project Project Project

Estimating Soil Moisture and Electrical Conductivity Using Wi-Fi

Jian Ding, Ranveer Chandra

MSR-TR-2018-29 | October 2018

Publication Project