Nipun Batra

70 papers A* 7A 1C 1Misc 3Journal 26Unranked 31
YearRankTypeTitle / Venue / Authors
2026 A* conf
Scalable Air-Quality Sensor Placement via Gradient-Based Mutual Information Maximization.
AAAI
Zeel B. Patel, Vinayak Rana, Nipun Batra
2026 J jnl
ThermEval: A Structured Benchmark for Evaluation of Vision-Language Models on Thermal Imagery.
CoRR
Ayush Shrivastava, Kirtan Gangani, Laksh Jain, Mayank Goel, Nipun Batra
2025 J jnl
Distribution-Free Uncertainty Quantification and Calibration for Energy Disaggregation.
ACM J. Comput. Sustain. Soc.
Haikoo Khandor, R. Yeeshu Dhurandhar, Dhairya Shah, Nipun Batra
2025 J jnl
Space to Policy: Scalable Brick Kiln Detection and Automatic Compliance Monitoring with Geospatial Data.
ACM J. Comput. Sustain. Soc.
Zeel B. Patel, Rishabh Mondal, Shataxi Dubey, Suraj Jaiswal, Sarath Guttikunda, Nipun Batra
2025 — conf
VayuBench and VayuChat: Executable Benchmarking and Deployment of LLMs for Multi-Dataset Air Quality Analytics.
CODS
Vedant Acharya, Abhay Pisharodi, Ratnesh Pasi, Rishabh Mondal, Nipun Batra
2025 — conf
VayuChat: An LLM-Powered Conversational Interface for Air Quality Data Analytics.
CODS
Vedant Acharya, Abhay Pisharodi, Rishabh Mondal, Mohammad Rafiuddin, Nipun Batra
2025 J jnl
VayuChat: An LLM-Powered Conversational Interface for Air Quality Data Analytics.
CoRR
Vedant Acharya, Abhay Pisharodi, Rishabh Mondal, Mohammad Rafiuddin, Nipun Batra
2024 J jnl
Benchmarking Active Learning for NILM.
CoRR
Dhruv Patel, Ankita Kumari Jain, Haikoo Khandor, Xhitij Choudhary, Nipun Batra
2024 J jnl
Scalable Methods for Brick Kiln Detection and Compliance Monitoring from Satellite Imagery: A Deployment Case Study in India.
CoRR
Rishabh Mondal, Zeel B. Patel, Vannsh Jani, Nipun Batra
2024 J jnl
Space to Policy: Scalable Brick Kiln Detection and Automatic Compliance Monitoring with Geospatial Data.
CoRR
Zeel B. Patel, Rishabh Mondal, Shataxi Dubey, Suraj Jaiswal, Sarath Guttikunda, Nipun Batra
2024 J jnl
SpiroActive: Active Learning for Efficient Data Acquisition for Spirometry.
CoRR
Ankita Kumari Jain, Nitish Sharma, Madhav Kanda, Nipun Batra
2024 J jnl
VayuBuddy: an LLM-Powered Chatbot to Democratize Air Quality Insights.
CoRR
Zeel B. Patel, Yash Bachwana, Nitish Sharma, Sarath Guttikunda, Nipun Batra
2023 A* conf
AirDelhi: Fine-Grained Spatio-Temporal Particulate Matter Dataset From Delhi For ML based Modeling.
NeurIPS
Sachin Chauhan, Zeel B. Patel, Sayan Ranu, Rijurekha Sen, Nipun Batra
2023 — conf
Deep Gaussian Processes for Air Quality Inference.
COMAD/CODS
Aadesh Desai, Eshan Gujarathi, Saagar Parikh, Sachin Yadav, Zeel B. Patel, Nipun Batra
2023 J jnl
JoulesEye: Energy Expenditure Estimation and Respiration Sensing from Thermal Imagery While Exercising.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Rishiraj Adhikary, Maite Sadeh, Nipun Batra, Mayank Goel
2023 J jnl
SpiroMask: Measuring Lung Function Using Consumer-Grade Masks.
ACM Trans. Comput. Heal.
Rishiraj Adhikary, Dhruvi Lodhavia, Chris Francis, Rohit Patil, Tanmay Srivastava, Prerna Khanna, Nipun Batra, Joseph Breda, Jacob Peplinski, Shwetak N. Patel
2022 — conf
"I do not know": quantifying uncertainty in neural network based approaches for non-intrusive load monitoring.
BuildSys
Vibhuti Bansal, Rohit Khoiwal, Hetvi Shastri, Haikoo Khandor, Nipun Batra
2022 A* conf
Accurate and Scalable Gaussian Processes for Fine-Grained Air Quality Inference.
AAAI
Zeel B. Patel, Palak Purohit, Harsh M. Patel, Shivam Sahni, Nipun Batra
2022 — ed.
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
COMAD/CODS
Gargi Dasgupta, Yogesh Simmhan, Balaji Vasan Srinivasan, Sourav S. Bhowmick, Amith Singhee, Maya Ramanath, Nipun Batra, Abhinandan S. Prasad
2022 J jnl
Challenges in Gaussian Processes for Non Intrusive Load Monitoring.
CoRR
Aadesh Desai, Gautam Vashishtha, Zeel B. Patel, Nipun Batra
2022 J jnl
Deep Gaussian Processes for Air Quality Inference.
CoRR
Aadesh Desai, Eshan Gujarathi, Saagar Parikh, Sachin Yadav, Zeel B. Patel, Nipun Batra
2022 J jnl
Geometrical Homogeneous Clustering for Image Data Reduction.
CoRR
Shril Mody, Janvi Thakkar, Devvrat Joshi, Siddharth Soni, Rohan Patil, Nipun Batra
2022 J jnl
Merged-GHCIDR: Geometrical Approach to Reduce Image Data.
CoRR
Devvrat Joshi, Janvi Thakkar, Siddharth Soni, Shril Mody, Rohan Patil, Nipun Batra
2022 C conf
Samachar: Print News Media on Air Pollution in India.
COMPASS
Karm Patel, Rishiraj Adhikary, Zeel B. Patel, Nipun Batra, Sarath Guttikunda
2022 J jnl
SpiroMask: Measuring Lung Function Using Consumer-Grade Masks.
CoRR
Rishiraj Adhikary, Dhruvi Lodhavia, Chris Francis, Rohit Patil, Tanmay Srivastava, Prerna Khanna, Nipun Batra, Joe Breda, Jacob Peplinski, Shwetak N. Patel
2022 — conf
Towards Continuous Respiration Rate Detection While Walking.
UbiComp/ISWC Adjunct
Rishiraj Adhikary, Aryan Varshney, Nipun Batra
2022 J jnl
Uncertainty Disentanglement with Non-stationary Heteroscedastic Gaussian Processes for Active Learning.
CoRR
Zeel B. Patel, Nipun Batra, Kevin Murphy
2022 — conf
Vastr-GAN: Versatile Apparel Synthesised from Text using a Robust Generative Adversarial Network.
COMAD/CODS
Hetvi Shastri, Dhruvi Lodhavia, Palak Purohit, Ronak Kaoshik, Nipun Batra
2021 — conf
Generative Fashion for Indian Clothing.
COMAD/CODS
Harshil Jain, Rohit Patil, Jethva Utsav, Ronak Kaoshik, Shaurya Agarawal, Ritik Dutta, Nipun Batra
2021 — conf
Neural network approaches and dataset parser for NILM toolkit.
BuildSys
Hetvi Shastri, Nipun Batra
2021 J jnl
Vartalaap: What Drives #AirQuality Discussions: Politics, Pollution or Pseudo-science?
Proc. ACM Hum. Comput. Interact.
Rishiraj Adhikary, Zeel B. Patel, Tanmay Srivastava, Nipun Batra, Mayank Singh, Udit Bhatia, Sarath Guttikunda
2020 Misc conf
A toolkit for spatial interpolation and sensor placement: poster abstract.
SenSys
S. Deepak Narayanan, Zeel B. Patel, Apoorv Agnihotri, Nipun Batra
2020 — conf
Active Learning for Air Quality Station Location Recommendation.
COMAD/CODS
S. Deepak Narayanan, Apoorv Agnihotri, Nipun Batra
2020 — conf
An Open Problem: Energy Data Super-Resolution.
NILM@SenSys
Rithwik Kukunuri, Nipun Batra, Hongning Wang
2020 — conf
Computational tools for understanding air pollution.
UbiComp/ISWC Adjunct
Rishiraj Adhikary, Nipun Batra
2020 — conf
Do we breathe the same air?
UbiComp/ISWC Adjunct
Rishiraj Adhikary, Nipun Batra
2020 — conf
EdgeNILM: Towards NILM on Edge devices.
BuildSys
Rithwik Kukunuri, Anup Aglawe, Jainish Chauhan, Kratika Bhagtani, Rohan Patil, Sumit Walia, Nipun Batra
2020 — conf
Estimation of PM2.5 using satellite and meteorological data.
COMAD/CODS
Souvik Roy, Nipun Batra, Pawan Gupta
2020 Misc conf
Impact of COVID19 lockdown on household energy consumption on two Indian cities: poster abstract.
SenSys
Rachna Pathak, Shalu Agrawal, Rishiraj Adhikary, Nipun Batra, Karthik Ganesan
2020 — conf
Lessons and Insights from Super-Resolution of Energy Data.
COMAD/CODS
Rithwik Kukunuri, Nipun Batra, Hongning Wang
2020 — conf
Lessons from large scale campus deployment.
DATA@SenSys
Rishiraj Adhikary, Soham Pachpande, Nipun Batra
2020 — conf
Naqaab: towards health sensing and persuasion via masks.
UbiComp/ISWC Adjunct
Rishiraj Adhikary, Tanmay Srivastava, Prerna Khanna, Aabhas Asit Senapati, Nipun Batra
2020 — conf
PlantDoc: A Dataset for Visual Plant Disease Detection.
COMAD/CODS
Davinder Singh, Naman Jain, Pranjali Jain, Pratik Kayal, Sudhakar Kumawat, Nipun Batra
2020 — conf
Solar Energy Forecasting Using Machine Learning.
COMAD/CODS
Karan Kumar, Nipun Batra
2019 A* conf
A Tree-Structured Neural Network Model for Household Energy Breakdown.
WWW
Yiling Jia, Nipun Batra, Hongning Wang, Kamin Whitehouse
2019 — conf
A demonstration of reproducible state-of-the-art energy disaggregation using NILMTK.
BuildSys
Nipun Batra, Rithwik Kukunuri, Ayush Pandey, Raktim Malakar, Rajat Kumar, Odysseas Krystalakos, Mingjun Zhong, Paulo Meira, Oliver Parson
2019 A conf
Active Collaborative Sensing for Energy Breakdown.
CIKM
Yiling Jia, Nipun Batra, Hongning Wang, Kamin Whitehouse
2019 J jnl
Active Collaborative Sensing for Energy Breakdown.
CoRR
Yiling Jia, Nipun Batra, Hongning Wang, Kamin Whitehouse
2019 J jnl
PlantDoc: A Dataset for Visual Plant Disease Detection.
CoRR
Davinder Singh, Naman Jain, Pranjali Jain, Pratik Kayal, Sudhakar Kumawat, Nipun Batra
2019 — conf
Towards reproducible state-of-the-art energy disaggregation.
BuildSys
Nipun Batra, Rithwik Kukunuri, Ayush Pandey, Raktim Malakar, Rajat Kumar, Odysseas Krystalakos, Mingjun Zhong, Paulo Meira, Oliver Parson
2018 — conf
Rimor: towards identifying anomalous appliances in buildings.
BuildSys
Haroon Rashid, Nipun Batra, Pushpendra Singh
2018 A* conf
Transferring Decomposed Tensors for Scalable Energy Breakdown Across Regions.
AAAI
Nipun Batra, Yiling Jia, Hongning Wang, Kamin Whitehouse
2017 A* conf
Matrix Factorisation for Scalable Energy Breakdown.
AAAI
Nipun Batra, Hongning Wang, Amarjeet Singh, Kamin Whitehouse
2016 A* conf
Gemello: Creating a Detailed Energy Breakdown from Just the Monthly Electricity Bill.
KDD
Nipun Batra, Amarjeet Singh, Kamin Whitehouse
2015 — conf
Dataport and NILMTK: A building data set designed for non-intrusive load monitoring.
GlobalSIP
Oliver Parson, Grant Fisher, April Hersey, Nipun Batra, Jack Kelly, Amarjeet Singh, William J. Knottenbelt, Alex Rogers
2015 J jnl
How good is good enough? Re-evaluating the bar for energy disaggregation.
CoRR
Nipun Batra, Rishi Baijal, Amarjeet Singh, Kamin Whitehouse
2015 — conf
If You Measure It, Can You Improve It?: Exploring The Value of Energy Disaggregation.
BuildSys
Nipun Batra, Amarjeet Singh, Kamin Whitehouse
2015 J jnl
Neighbourhood NILM: A Big-data Approach to Household Energy Disaggregation.
CoRR
Nipun Batra, Amarjeet Singh, Kamin Whitehouse
2015 Misc conf
Non Intrusive Load Monitoring: Systems, Metrics and Use Cases.
SenSys
Nipun Batra
2014 J jnl
A comparison of non-intrusive load monitoring methods for commercial and residential buildings.
CoRR
Nipun Batra, Oliver Parson, Mario Berges, Amarjeet Singh, Alex Rogers
2014 J jnl
Bits and Watts: Improving energy disaggregation performance using power line communication modems.
CoRR
Nipun Batra, Manoj Gulati, Puneet Jain, Kamin Whitehouse, Amarjeet Singh
2014 — conf
Bits and watts: improving energy disaggregation performance using power line communication modems: poster abstract.
BuildSys
Nipun Batra, Manoj Gulati, Puneet Jain, Kamin Whitehouse, Amarjeet Singh
2014 J jnl
Data Driven Energy Efficiency in Buildings.
CoRR
Nipun Batra, Amarjeet Singh, Pushpendra Singh, Haimonti Dutta, Venkatesh Sarangan, Mani B. Srivastava
2014 J jnl
NILMTK v0.2: A Non-intrusive Load Monitoring Toolkit for Large Scale Data Sets.
CoRR
Jack Kelly, Nipun Batra, Oliver Parson, Haimonti Dutta, William J. Knottenbelt, Alex Rogers, Amarjeet Singh, Mani B. Srivastava
2014 — conf
NILMTK v0.2: a non-intrusive load monitoring toolkit for large scale data sets: demo abstract.
BuildSys
Jack Kelly, Nipun Batra, Oliver Parson, Haimonti Dutta, William J. Knottenbelt, Alex Rogers, Amarjeet Singh, Mani B. Srivastava
2014 — conf
NILMTK: an open source toolkit for non-intrusive load monitoring.
e-Energy
Nipun Batra, Jack Kelly, Oliver Parson, Haimonti Dutta, William J. Knottenbelt, Alex Rogers, Amarjeet Singh, Mani B. Srivastava
2013 — conf
Experiences with Occupancy based Building Management Systems.
ISSNIP
Nipun Batra, Pandarasamy Arjunan, Amarjeet Singh, Pushpendra Singh
2013 — conf
INDiC: Improved Non-intrusive Load Monitoring Using Load Division and Calibration.
ICMLA (1)
Nipun Batra, Haimonti Dutta, Amarjeet Singh
2013 — conf
It's Different: Insights into home energy consumption in India.
BuildSys@SenSys
Nipun Batra, Manoj Gulati, Amarjeet Singh, Mani B. Srivastava
2012 — conf
SensorAct: a privacy and security aware federated middleware for building management.
BuildSys@SenSys
Pandarasamy Arjunan, Nipun Batra, Haksoo Choi, Amarjeet Singh, Pushpendra Singh, Mani B. Srivastava