Nipun Batra

According to our database, Nipun Batra authored at least 59 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Space to Policy: Scalable Brick Kiln Detection and Automatic Compliance Monitoring with Geospatial Data.

Zeel B. Patel, Rishabh Mondal, Shataxi Dubey, Suraj Jaiswal, Sarath Guttikunda, Nipun Batra

CoRR, 2024

Benchmarking Active Learning for NILM.

Dhruv Patel, Ankita Kumari Jain, Haikoo Khandor, Xhitij Choudhary, Nipun Batra

CoRR, 2024

VayuBuddy: an LLM-Powered Chatbot to Democratize Air Quality Insights.

Zeel B. Patel, Yash Bachwana, Nitish Sharma, Sarath Guttikunda, Nipun Batra

CoRR, 2024

SpiroActive: Active Learning for Efficient Data Acquisition for Spirometry.

Ankita Kumari Jain, Nitish Sharma, Madhav Kanda, Nipun Batra

CoRR, 2024

Scalable Methods for Brick Kiln Detection and Compliance Monitoring from Satellite Imagery: A Deployment Case Study in India.

Rishabh Mondal, Zeel B. Patel, Vannsh Jani, Nipun Batra

CoRR, 2024

2023

JoulesEye: Energy Expenditure Estimation and Respiration Sensing from Thermal Imagery While Exercising.

Rishiraj Adhikary, Maite Sadeh, Nipun Batra, Mayank Goel

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., December, 2023

SpiroMask: Measuring Lung Function Using Consumer-Grade Masks.

Rishiraj Adhikary, Dhruvi Lodhavia, Chris Francis, Rohit Patil, Tanmay Srivastava, Prerna Khanna, Nipun Batra, Joseph Breda, Jacob Peplinski, Shwetak N. Patel

ACM Trans. Comput. Heal., January, 2023

AirDelhi: Fine-Grained Spatio-Temporal Particulate Matter Dataset From Delhi For ML based Modeling.

Sachin Chauhan, Zeel B. Patel, Sayan Ranu, Rijurekha Sen, Nipun Batra

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Deep Gaussian Processes for Air Quality Inference.

Aadesh Desai, Eshan Gujarathi, Saagar Parikh, Sachin Yadav, Zeel B. Patel, Nipun Batra

Proceedings of the 6th Joint International Conference on Data Science & Management of Data (10th ACM IKDD CODS and 28th COMAD), 2023

2022

Challenges in Gaussian Processes for Non Intrusive Load Monitoring.

Aadesh Desai, Gautam Vashishtha, Zeel B. Patel, Nipun Batra

CoRR, 2022

Uncertainty Disentanglement with Non-stationary Heteroscedastic Gaussian Processes for Active Learning.

Zeel B. Patel, Nipun Batra, Kevin Murphy

CoRR, 2022

Merged-GHCIDR: Geometrical Approach to Reduce Image Data.

Devvrat Joshi, Janvi Thakkar, Siddharth Soni, Shril Mody, Rohan Patil, Nipun Batra

CoRR, 2022

Geometrical Homogeneous Clustering for Image Data Reduction.

Shril Mody, Janvi Thakkar, Devvrat Joshi, Siddharth Soni, Rohan Patil, Nipun Batra

CoRR, 2022

SpiroMask: Measuring Lung Function Using Consumer-Grade Masks.

Rishiraj Adhikary, Dhruvi Lodhavia, Chris Francis, Rohit Patil, Tanmay Srivastava, Prerna Khanna, Nipun Batra, Joe Breda, Jacob Peplinski, Shwetak N. Patel

CoRR, 2022

"I do not know": quantifying uncertainty in neural network based approaches for non-intrusive load monitoring.

Vibhuti Bansal, Rohit Khoiwal, Hetvi Shastri, Haikoo Khandor, Nipun Batra

Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022

Towards Continuous Respiration Rate Detection While Walking.

Rishiraj Adhikary, Aryan Varshney, Nipun Batra

Proceedings of the Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 2022

Samachar: Print News Media on Air Pollution in India.

Karm Patel, Rishiraj Adhikary, Zeel B. Patel, Nipun Batra, Sarath Guttikunda

Proceedings of the COMPASS '22: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies, Seattle, WA, USA, 29 June 2022, 2022

Vastr-GAN: Versatile Apparel Synthesised from Text using a Robust Generative Adversarial Network.

Hetvi Shastri, Dhruvi Lodhavia, Palak Purohit, Ronak Kaoshik, Nipun Batra

Proceedings of the CODS-COMAD 2022: 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD), Bangalore, India, January 8, 2022

Accurate and Scalable Gaussian Processes for Fine-Grained Air Quality Inference.

Zeel B. Patel, Palak Purohit, Harsh M. Patel, Shivam Sahni, Nipun Batra

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Vartalaap: What Drives #AirQuality Discussions: Politics, Pollution or Pseudo-science?

Rishiraj Adhikary, Zeel B. Patel, Tanmay Srivastava, Nipun Batra, Mayank Singh, Udit Bhatia, Sarath Guttikunda

Proc. ACM Hum. Comput. Interact., 2021

Neural network approaches and dataset parser for NILM toolkit.

Hetvi Shastri, Nipun Batra

Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021

Generative Fashion for Indian Clothing.

Harshil Jain, Rohit Patil, Jethva Utsav, Ronak Kaoshik, Shaurya Agarawal, Ritik Dutta, Nipun Batra

Proceedings of the CODS-COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, 2021

2020

Impact of COVID19 lockdown on household energy consumption on two Indian cities: poster abstract.

Rachna Pathak, Shalu Agrawal, Rishiraj Adhikary, Nipun Batra, Karthik Ganesan

Proceedings of the SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, 2020

A toolkit for spatial interpolation and sensor placement: poster abstract.

S. Deepak Narayanan, Zeel B. Patel, Apoorv Agnihotri, Nipun Batra

Proceedings of the SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, 2020

EdgeNILM: Towards NILM on Edge devices.

Rithwik Kukunuri, Anup Aglawe, Jainish Chauhan, Kratika Bhagtani, Rohan Patil, Sumit Walia, Nipun Batra

Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020

An Open Problem: Energy Data Super-Resolution.

Rithwik Kukunuri, Nipun Batra, Hongning Wang

Proceedings of the NILM '20, 2020

Lessons from large scale campus deployment.

Rishiraj Adhikary, Soham Pachpande, Nipun Batra

Proceedings of the DATA@SenSys 2020: Proceedings of the Third Workshop on Data: Acquisition To Analysis, 2020

Naqaab: towards health sensing and persuasion via masks.

Rishiraj Adhikary, Tanmay Srivastava, Prerna Khanna, Aabhas Asit Senapati, Nipun Batra

Proceedings of the UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, 2020

Computational tools for understanding air pollution.

Rishiraj Adhikary, Nipun Batra

Proceedings of the UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, 2020

Do we breathe the same air?

Rishiraj Adhikary, Nipun Batra

Proceedings of the UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, 2020

PlantDoc: A Dataset for Visual Plant Disease Detection.

Davinder Singh, Naman Jain, Pranjali Jain, Pratik Kayal, Sudhakar Kumawat, Nipun Batra

Proceedings of the CoDS-COMAD 2020: 7th ACM IKDD CoDS and 25th COMAD, 2020

Estimation of PM2.5 using satellite and meteorological data.

Souvik Roy, Nipun Batra, Pawan Gupta

Proceedings of the CoDS-COMAD 2020: 7th ACM IKDD CoDS and 25th COMAD, 2020

Active Learning for Air Quality Station Location Recommendation.

S. Deepak Narayanan, Apoorv Agnihotri, Nipun Batra

Proceedings of the CoDS-COMAD 2020: 7th ACM IKDD CoDS and 25th COMAD, 2020

Solar Energy Forecasting Using Machine Learning.

Karan Kumar, Nipun Batra

Proceedings of the CoDS-COMAD 2020: 7th ACM IKDD CoDS and 25th COMAD, 2020

Lessons and Insights from Super-Resolution of Energy Data.

Rithwik Kukunuri, Nipun Batra, Hongning Wang

Proceedings of the CoDS-COMAD 2020: 7th ACM IKDD CoDS and 25th COMAD, 2020

2019

A Tree-Structured Neural Network Model for Household Energy Breakdown.

Yiling Jia, Nipun Batra, Hongning Wang, Kamin Whitehouse

Proceedings of the World Wide Web Conference, 2019

A demonstration of reproducible state-of-the-art energy disaggregation using NILMTK.

Nipun Batra, Rithwik Kukunuri, Ayush Pandey, Raktim Malakar, Rajat Kumar, Odysseas Krystalakos, Mingjun Zhong, Paulo Meira, Oliver Parson

Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019

Towards reproducible state-of-the-art energy disaggregation.

Nipun Batra, Rithwik Kukunuri, Ayush Pandey, Raktim Malakar, Rajat Kumar, Odysseas Krystalakos, Mingjun Zhong, Paulo Meira, Oliver Parson

Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019

Active Collaborative Sensing for Energy Breakdown.

Yiling Jia, Nipun Batra, Hongning Wang, Kamin Whitehouse

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

Rimor: towards identifying anomalous appliances in buildings.

Haroon Rashid, Nipun Batra, Pushpendra Singh

Proceedings of the 5th Conference on Systems for Built Environments, 2018

Transferring Decomposed Tensors for Scalable Energy Breakdown Across Regions.

Nipun Batra, Yiling Jia, Hongning Wang, Kamin Whitehouse

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Matrix Factorisation for Scalable Energy Breakdown.

Nipun Batra, Hongning Wang, Amarjeet Singh, Kamin Whitehouse

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Gemello: Creating a Detailed Energy Breakdown from Just the Monthly Electricity Bill.

Nipun Batra, Amarjeet Singh, Kamin Whitehouse

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

2015

Neighbourhood NILM: A Big-data Approach to Household Energy Disaggregation.

Nipun Batra, Amarjeet Singh, Kamin Whitehouse

CoRR, 2015

How good is good enough? Re-evaluating the bar for energy disaggregation.

Nipun Batra, Rishi Baijal, Amarjeet Singh, Kamin Whitehouse

CoRR, 2015

If You Measure It, Can You Improve It?: Exploring The Value of Energy Disaggregation.

Nipun Batra, Amarjeet Singh, Kamin Whitehouse

Proceedings of the 2nd ACM International Conference on Embedded Systems for Energy-Efficient Built Environments, 2015

Non Intrusive Load Monitoring: Systems, Metrics and Use Cases.

Nipun Batra

Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 2015

Dataport and NILMTK: A building data set designed for non-intrusive load monitoring.

Oliver Parson, Grant Fisher, April Hersey, Nipun Batra, Jack Kelly, Amarjeet Singh, William J. Knottenbelt, Alex Rogers

Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

2014

NILMTK v0.2: A Non-intrusive Load Monitoring Toolkit for Large Scale Data Sets.

Jack Kelly, Nipun Batra, Oliver Parson, Haimonti Dutta, William J. Knottenbelt, Alex Rogers, Amarjeet Singh, Mani B. Srivastava

CoRR, 2014

Data Driven Energy Efficiency in Buildings.

Nipun Batra, Amarjeet Singh, Pushpendra Singh, Haimonti Dutta, Venkatesh Sarangan, Mani B. Srivastava

CoRR, 2014

A comparison of non-intrusive load monitoring methods for commercial and residential buildings.

Nipun Batra, Oliver Parson, Mario Berges, Amarjeet Singh, Alex Rogers

CoRR, 2014

Bits and Watts: Improving energy disaggregation performance using power line communication modems.

Nipun Batra, Manoj Gulati, Puneet Jain, Kamin Whitehouse, Amarjeet Singh

CoRR, 2014

NILMTK v0.2: a non-intrusive load monitoring toolkit for large scale data sets: demo abstract.

Jack Kelly, Nipun Batra, Oliver Parson, Haimonti Dutta, William J. Knottenbelt, Alex Rogers, Amarjeet Singh, Mani B. Srivastava

Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014

Bits and watts: improving energy disaggregation performance using power line communication modems: poster abstract.

Nipun Batra, Manoj Gulati, Puneet Jain, Kamin Whitehouse, Amarjeet Singh

Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014

NILMTK: an open source toolkit for non-intrusive load monitoring.

Nipun Batra, Jack Kelly, Oliver Parson, Haimonti Dutta, William J. Knottenbelt, Alex Rogers, Amarjeet Singh, Mani B. Srivastava

Proceedings of the Fifth International Conference on Future Energy Systems, 2014

2013

It's Different: Insights into home energy consumption in India.

Nipun Batra, Manoj Gulati, Amarjeet Singh, Mani B. Srivastava

Proceedings of the BuildSys 2013, 2013

Experiences with Occupancy based Building Management Systems.

Nipun Batra, Pandarasamy Arjunan, Amarjeet Singh, Pushpendra Singh

Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, 2013

INDiC: Improved Non-intrusive Load Monitoring Using Load Division and Calibration.

Nipun Batra, Haimonti Dutta, Amarjeet Singh

Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

2012

SensorAct: a privacy and security aware federated middleware for building management.

Pandarasamy Arjunan, Nipun Batra, Haksoo Choi, Amarjeet Singh, Pushpendra Singh, Mani B. Srivastava

Proceedings of the BuildSys '12 Proceedings of the Fourth ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings, 2012