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ORCIDNipun Batra 0001
Person information
- affiliation: IIT Gandhinagar, India
- affiliation (former): University of Virginia, USA
- affiliation (PhD): IIIT Delhi, India
Other persons with the same name
- Nipun Batra 0002 — IBM India
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Journal Articles
- 2025
[j4]Zeel B. Patel
, Rishabh Mondal, Shataxi Dubey, Suraj Jaiswal, Sarath Guttikunda, Nipun Batra:
Space to Policy: Scalable Brick Kiln Detection and Automatic Compliance Monitoring with Geospatial Data. ACM J. Comput. Sustain. Soc. 3(3): 25:1-25:29 (2025)- 2023
- [j3]Rishiraj Adhikary, Dhruvi Lodhavia, Chris Francis, Rohit Patil, Tanmay Srivastava, Prerna Khanna, Nipun Batra, Joseph Breda, Jacob Peplinski, Shwetak N. Patel:
SpiroMask: Measuring Lung Function Using Consumer-Grade Masks. ACM Trans. Comput. Heal. 4(1): 9:1-9:34 (2023) - [j2]Rishiraj Adhikary, Maite Sadeh, Nipun Batra, Mayank Goel:
JoulesEye: Energy Expenditure Estimation and Respiration Sensing from Thermal Imagery While Exercising. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7(4): 146:1-146:29 (2023) - 2021
- [j1]Rishiraj Adhikary, Zeel B. Patel, Tanmay Srivastava, Nipun Batra, Mayank Singh, Udit Bhatia, Sarath Guttikunda:
Vartalaap: What Drives #AirQuality Discussions: Politics, Pollution or Pseudo-science? Proc. ACM Hum. Comput. Interact. 5(CSCW1): 96:1-96:29 (2021)
Conference and Workshop Papers
- 2023
- [c40]Aadesh Desai, Eshan Gujarathi, Saagar Parikh, Sachin Yadav, Zeel B. Patel, Nipun Batra:
Deep Gaussian Processes for Air Quality Inference. COMAD/CODS 2023: 278-279 - [c39]Sachin Chauhan, Zeel B. Patel, Sayan Ranu, Rijurekha Sen, Nipun Batra:
AirDelhi: Fine-Grained Spatio-Temporal Particulate Matter Dataset From Delhi For ML based Modeling. NeurIPS 2023 - 2022
- [c38]Zeel B. Patel, Palak Purohit, Harsh M. Patel, Shivam Sahni, Nipun Batra:
Accurate and Scalable Gaussian Processes for Fine-Grained Air Quality Inference. AAAI 2022: 12080-12088 - [c37]Hetvi Shastri, Dhruvi Lodhavia, Palak Purohit, Ronak Kaoshik, Nipun Batra:
Vastr-GAN: Versatile Apparel Synthesised from Text using a Robust Generative Adversarial Network. COMAD/CODS 2022: 222-226 - [c36]Karm Patel, Rishiraj Adhikary, Zeel B. Patel, Nipun Batra, Sarath Guttikunda:
Samachar: Print News Media on Air Pollution in India. COMPASS 2022: 401-413 - [c35]Rishiraj Adhikary, Aryan Varshney, Nipun Batra:
Towards Continuous Respiration Rate Detection While Walking. UbiComp/ISWC Adjunct 2022: 1-3 - [c34]Vibhuti Bansal, Rohit Khoiwal, Hetvi Shastri, Haikoo Khandor, Nipun Batra:
"I do not know": quantifying uncertainty in neural network based approaches for non-intrusive load monitoring. BuildSys 2022: 79-88 - 2021
- [c33]Harshil Jain, Rohit Patil, Jethva Utsav, Ronak Kaoshik, Shaurya Agarawal, Ritik Dutta, Nipun Batra:
Generative Fashion for Indian Clothing. COMAD/CODS 2021: 415 - [c32]Hetvi Shastri, Nipun Batra:
Neural network approaches and dataset parser for NILM toolkit. BuildSys 2021: 172-175 - 2020
- [c31]Davinder Singh, Naman Jain, Pranjali Jain, Pratik Kayal, Sudhakar Kumawat, Nipun Batra:
PlantDoc: A Dataset for Visual Plant Disease Detection. COMAD/CODS 2020: 249-253 - [c30]S. Deepak Narayanan, Apoorv Agnihotri, Nipun Batra:
Active Learning for Air Quality Station Location Recommendation. COMAD/CODS 2020: 326-327 - [c29]Karan Kumar, Nipun Batra:
Solar Energy Forecasting Using Machine Learning. COMAD/CODS 2020: 334-335 - [c28]Souvik Roy, Nipun Batra, Pawan Gupta:
Estimation of PM2.5 using satellite and meteorological data. COMAD/CODS 2020: 341-342 - [c27]Rithwik Kukunuri, Nipun Batra, Hongning Wang:
Lessons and Insights from Super-Resolution of Energy Data. COMAD/CODS 2020: 355-356 - [c26]Rishiraj Adhikary, Nipun Batra:
Do we breathe the same air? UbiComp/ISWC Adjunct 2020: 1-4 - [c25]Rishiraj Adhikary, Tanmay Srivastava, Prerna Khanna, Aabhas Asit Senapati, Nipun Batra:
Naqaab: towards health sensing and persuasion via masks. UbiComp/ISWC Adjunct 2020: 5-8 - [c24]Rishiraj Adhikary, Nipun Batra:
Computational tools for understanding air pollution. UbiComp/ISWC Adjunct 2020: 199-203 - [c23]Rishiraj Adhikary, Soham Pachpande, Nipun Batra:
Lessons from large scale campus deployment. DATA@SenSys 2020: 9-13 - [c22]Rithwik Kukunuri, Anup Aglawe, Jainish Chauhan, Kratika Bhagtani, Rohan Patil, Sumit Walia, Nipun Batra:
EdgeNILM: Towards NILM on Edge devices. BuildSys 2020: 90-99 - [c21]Rithwik Kukunuri, Nipun Batra, Hongning Wang:
An Open Problem: Energy Data Super-Resolution. NILM@SenSys 2020: 99-102 - [c20]S. Deepak Narayanan, Zeel B. Patel, Apoorv Agnihotri, Nipun Batra:
A toolkit for spatial interpolation and sensor placement: poster abstract. SenSys 2020: 653-654 - [c19]Rachna Pathak, Shalu Agrawal, Rishiraj Adhikary, Nipun Batra, Karthik Ganesan:
Impact of COVID19 lockdown on household energy consumption on two Indian cities: poster abstract. SenSys 2020: 685-686 - 2019
- [c18]Yiling Jia, Nipun Batra, Hongning Wang, Kamin Whitehouse:
Active Collaborative Sensing for Energy Breakdown. CIKM 2019: 1943-1952 - [c17]Nipun Batra, Rithwik Kukunuri, Ayush Pandey, Raktim Malakar, Rajat Kumar, Odysseas Krystalakos, Mingjun Zhong, Paulo Meira, Oliver Parson:
Towards reproducible state-of-the-art energy disaggregation. BuildSys 2019: 193-202 - [c16]Nipun Batra, Rithwik Kukunuri, Ayush Pandey, Raktim Malakar, Rajat Kumar, Odysseas Krystalakos, Mingjun Zhong, Paulo Meira, Oliver Parson:
A demonstration of reproducible state-of-the-art energy disaggregation using NILMTK. BuildSys 2019: 358-359 - [c15]Yiling Jia, Nipun Batra, Hongning Wang, Kamin Whitehouse:
A Tree-Structured Neural Network Model for Household Energy Breakdown. WWW 2019: 2872-2878 - 2018
- [c14]Nipun Batra, Yiling Jia, Hongning Wang, Kamin Whitehouse:
Transferring Decomposed Tensors for Scalable Energy Breakdown Across Regions. AAAI 2018: 740-747 - [c13]Haroon Rashid, Nipun Batra, Pushpendra Singh:
Rimor: towards identifying anomalous appliances in buildings. BuildSys 2018: 33-42 - 2017
- [c12]Nipun Batra, Hongning Wang, Amarjeet Singh, Kamin Whitehouse:
Matrix Factorisation for Scalable Energy Breakdown. AAAI 2017: 4467-4473 - 2016
- [c11]Nipun Batra, Amarjeet Singh, Kamin Whitehouse:
Gemello: Creating a Detailed Energy Breakdown from Just the Monthly Electricity Bill. KDD 2016: 431-440 - 2015
- [c10]Oliver Parson, Grant Fisher, April Hersey, Nipun Batra, Jack Kelly, Amarjeet Singh, William J. Knottenbelt, Alex Rogers:
Dataport and NILMTK: A building data set designed for non-intrusive load monitoring. GlobalSIP 2015: 210-214 - [c9]Nipun Batra, Amarjeet Singh, Kamin Whitehouse:
If You Measure It, Can You Improve It?: Exploring The Value of Energy Disaggregation. BuildSys 2015: 191-200 - [c8]Nipun Batra:
Non Intrusive Load Monitoring: Systems, Metrics and Use Cases. SenSys 2015: 501-502 - 2014
- [c7]Nipun Batra, Jack Kelly, Oliver Parson, Haimonti Dutta, William J. Knottenbelt, Alex Rogers, Amarjeet Singh, Mani B. Srivastava:
NILMTK: an open source toolkit for non-intrusive load monitoring. e-Energy 2014: 265-276 - [c6]Jack Kelly, Nipun Batra, Oliver Parson, Haimonti Dutta, William J. Knottenbelt, Alex Rogers, Amarjeet Singh, Mani B. Srivastava:
NILMTK v0.2: a non-intrusive load monitoring toolkit for large scale data sets: demo abstract. BuildSys 2014: 182-183 - [c5]Nipun Batra, Manoj Gulati, Puneet Jain, Kamin Whitehouse, Amarjeet Singh:
Bits and watts: improving energy disaggregation performance using power line communication modems: poster abstract. BuildSys 2014: 210-211 - 2013
- [c4]Nipun Batra, Haimonti Dutta, Amarjeet Singh:
INDiC: Improved Non-intrusive Load Monitoring Using Load Division and Calibration. ICMLA (1) 2013: 79-84 - [c3]Nipun Batra, Pandarasamy Arjunan, Amarjeet Singh, Pushpendra Singh:
Experiences with Occupancy based Building Management Systems. ISSNIP 2013: 153-158 - [c2]Nipun Batra, Manoj Gulati, Amarjeet Singh, Mani B. Srivastava:
It's Different: Insights into home energy consumption in India. BuildSys@SenSys 2013: 3:1-3:8 - 2012
- [c1]Pandarasamy Arjunan, Nipun Batra, Haksoo Choi, Amarjeet Singh, Pushpendra Singh, Mani B. Srivastava:
SensorAct: a privacy and security aware federated middleware for building management. BuildSys@SenSys 2012: 80-87
Editorship
- 2022
- [e1]Gargi Dasgupta, Yogesh Simmhan, Balaji Vasan Srinivasan, Sourav Bhowmick, Amith Singhee, Maya Ramanath, Nipun Batra, Abhinandan S. Prasad:
CODS-COMAD 2022: 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD), Bangalore, India, January 8 - 10, 2022. ACM 2022, ISBN 978-1-4503-8582-4 [contents]
Informal and Other Publications
- 2024
- [i19]Rishabh Mondal, Zeel B. Patel, Vannsh Jani, Nipun Batra:
Scalable Methods for Brick Kiln Detection and Compliance Monitoring from Satellite Imagery: A Deployment Case Study in India. CoRR abs/2402.13796 (2024) - [i18]Ankita Kumari Jain, Nitish Sharma, Madhav Kanda, Nipun Batra:
SpiroActive: Active Learning for Efficient Data Acquisition for Spirometry. CoRR abs/2410.22950 (2024) - [i17]Zeel B. Patel, Yash Bachwana, Nitish Sharma, Sarath Guttikunda, Nipun Batra:
VayuBuddy: an LLM-Powered Chatbot to Democratize Air Quality Insights. CoRR abs/2411.12760 (2024) - [i16]Dhruv Patel, Ankita Kumari Jain, Haikoo Khandor, Xhitij Choudhary, Nipun Batra:
Benchmarking Active Learning for NILM. CoRR abs/2411.15805 (2024) - [i15]Zeel B. Patel, Rishabh Mondal, Shataxi Dubey, Suraj Jaiswal, Sarath Guttikunda, Nipun Batra:
Space to Policy: Scalable Brick Kiln Detection and Automatic Compliance Monitoring with Geospatial Data. CoRR abs/2412.04065 (2024) - 2022
- [i14]Rishiraj Adhikary, Dhruvi Lodhavia, Chris Francis, Rohit Patil, Tanmay Srivastava, Prerna Khanna, Nipun Batra, Joe Breda, Jacob Peplinski, Shwetak N. Patel:
SpiroMask: Measuring Lung Function Using Consumer-Grade Masks. CoRR abs/2201.09280 (2022) - [i13]Shril Mody, Janvi Thakkar, Devvrat Joshi, Siddharth Soni, Rohan Patil, Nipun Batra:
Geometrical Homogeneous Clustering for Image Data Reduction. CoRR abs/2208.13079 (2022) - [i12]Devvrat Joshi, Janvi Thakkar, Siddharth Soni, Shril Mody, Rohan Patil, Nipun Batra:
Merged-GHCIDR: Geometrical Approach to Reduce Image Data. CoRR abs/2209.02609 (2022) - [i11]Zeel B. Patel, Nipun Batra, Kevin Murphy:
Uncertainty Disentanglement with Non-stationary Heteroscedastic Gaussian Processes for Active Learning. CoRR abs/2210.10964 (2022) - [i10]Aadesh Desai, Eshan Gujarathi, Saagar Parikh, Sachin Yadav, Zeel B. Patel, Nipun Batra:
Deep Gaussian Processes for Air Quality Inference. CoRR abs/2211.10174 (2022) - [i9]Aadesh Desai, Gautam Vashishtha, Zeel B. Patel, Nipun Batra:
Challenges in Gaussian Processes for Non Intrusive Load Monitoring. CoRR abs/2211.13018 (2022) - 2019
- [i8]Yiling Jia, Nipun Batra, Hongning Wang, Kamin Whitehouse:
Active Collaborative Sensing for Energy Breakdown. CoRR abs/1909.00525 (2019) - [i7]Davinder Singh, Naman Jain, Pranjali Jain, Pratik Kayal, Sudhakar Kumawat, Nipun Batra:
PlantDoc: A Dataset for Visual Plant Disease Detection. CoRR abs/1911.10317 (2019) - 2015
- [i6]Nipun Batra, Rishi Baijal, Amarjeet Singh, Kamin Whitehouse:
How good is good enough? Re-evaluating the bar for energy disaggregation. CoRR abs/1510.08713 (2015) - [i5]Nipun Batra, Amarjeet Singh, Kamin Whitehouse:
Neighbourhood NILM: A Big-data Approach to Household Energy Disaggregation. CoRR abs/1511.02900 (2015) - 2014
- [i4]Nipun Batra, Amarjeet Singh, Pushpendra Singh, Haimonti Dutta, Venkatesh Sarangan, Mani B. Srivastava:
Data Driven Energy Efficiency in Buildings. CoRR abs/1404.7227 (2014) - [i3]Nipun Batra, Oliver Parson, Mario Berges, Amarjeet Singh, Alex Rogers:
A comparison of non-intrusive load monitoring methods for commercial and residential buildings. CoRR abs/1408.6595 (2014) - [i2]Nipun Batra, Manoj Gulati, Puneet Jain, Kamin Whitehouse, Amarjeet Singh:
Bits and Watts: Improving energy disaggregation performance using power line communication modems. CoRR abs/1409.5907 (2014) - [i1]Jack Kelly, Nipun Batra, Oliver Parson, Haimonti Dutta, William J. Knottenbelt, Alex Rogers, Amarjeet Singh, Mani B. Srivastava:
NILMTK v0.2: A Non-intrusive Load Monitoring Toolkit for Large Scale Data Sets. CoRR abs/1409.5908 (2014)
Coauthor Index
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