Nipun Batra

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 42

Top Topics

Gaussian Process

Large Scale Data Sets

Top Venues

BuildSys@SenSys

UbiComp/ISWC Adjunct

Publications

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 (2024)
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) (2023)
Aadesh Desai, Eshan Gujarathi, Saagar Parikh, Sachin Yadav, Zeel Patel, Nipun Batra
Deep Gaussian Processes for Air Quality Inference. COMAD/CODS (2023)
Sachin Chauhan, Zeel Bharatkumar Patel, Sayan Ranu, Rijurekha Sen, Nipun Batra
AirDelhi: Fine-Grained Spatio-Temporal Particulate Matter Dataset From Delhi For ML based Modeling. NeurIPS (2023)
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) (2023)
Karm Patel, Rishiraj Adhikary, Zeel B. Patel, Nipun Batra, Sarath Guttikunda
Samachar: Print News Media on Air Pollution in India. COMPASS (2022)
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)
Devvrat Joshi, Janvi Thakkar, Siddharth Soni, Shril Mody, Rohan Patil, Nipun Batra
Merged-GHCIDR: Geometrical Approach to Reduce Image Data. CoRR (2022)
Aadesh Desai, Eshan Gujarathi, Saagar Parikh, Sachin Yadav, Zeel Patel, Nipun Batra
Deep Gaussian Processes for Air Quality Inference. CoRR (2022)
Shril Mody, Janvi Thakkar, Devvrat Joshi, Siddharth Soni, Rohan Patil, Nipun Batra
Geometrical Homogeneous Clustering for Image Data Reduction. CoRR (2022)
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@SenSys (2022)
Rishiraj Adhikary, Aryan Varshney, Nipun Batra
Towards Continuous Respiration Rate Detection While Walking. UbiComp/ISWC Adjunct (2022)
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 (2022)
Aadesh Desai, Gautam Vashishtha, Zeel B. Patel, Nipun Batra
Challenges in Gaussian Processes for Non Intrusive Load Monitoring. CoRR (2022)
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)
Zeel B. Patel, Nipun Batra, Kevin Murphy
Uncertainty Disentanglement with Non-stationary Heteroscedastic Gaussian Processes for Active Learning. CoRR (2022)
Harshil Jain, Rohit Patil, Jethva Utsav, Ronak Kaoshik, Shaurya Agarawal, Ritik Dutta, Nipun Batra
Generative Fashion for Indian Clothing. COMAD/CODS (2021)
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) (2021)
Hetvi Shastri, Nipun Batra
Neural network approaches and dataset parser for NILM toolkit. BuildSys@SenSys (2021)
Rishiraj Adhikary, Nipun Batra
Do we breathe the same air? UbiComp/ISWC Adjunct (2020)
Rishiraj Adhikary, Soham Pachpande, Nipun Batra
Lessons from large scale campus deployment. DATA@SenSys (2020)
Davinder Singh, Naman Jain, Pranjali Jain, Pratik Kayal, Sudhakar Kumawat, Nipun Batra
PlantDoc: A Dataset for Visual Plant Disease Detection. COMAD/CODS (2020)
Karan Kumar, Nipun Batra
Solar Energy Forecasting Using Machine Learning. COMAD/CODS (2020)
Rishiraj Adhikary, Nipun Batra
Computational tools for understanding air pollution. UbiComp/ISWC Adjunct (2020)
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)
Rithwik Kukunuri, Nipun Batra, Hongning Wang
Lessons and Insights from Super-Resolution of Energy Data. COMAD/CODS (2020)
S. Deepak Narayanan, Apoorv Agnihotri, Nipun Batra
Active Learning for Air Quality Station Location Recommendation. COMAD/CODS (2020)
Rishiraj Adhikary, Tanmay Srivastava, Prerna Khanna, Aabhas Asit Senapati, Nipun Batra
Naqaab: towards health sensing and persuasion via masks. UbiComp/ISWC Adjunct (2020)
S. Deepak Narayanan, Zeel B. Patel, Apoorv Agnihotri, Nipun Batra
A toolkit for spatial interpolation and sensor placement: poster abstract. SenSys (2020)
Souvik Roy, Nipun Batra, Pawan Gupta
Estimation of PM2.5 using satellite and meteorological data. COMAD/CODS (2020)
Rithwik Kukunuri, Anup Aglawe, Jainish Chauhan, Kratika Bhagtani, Rohan Patil, Sumit Walia, Nipun Batra
EdgeNILM: Towards NILM on Edge devices. BuildSys@SenSys (2020)
Rithwik Kukunuri, Nipun Batra, Hongning Wang
An Open Problem: Energy Data Super-Resolution. NILM@SenSys (2020)
Yiling Jia, Nipun Batra, Hongning Wang, Kamin Whitehouse
Active Collaborative Sensing for Energy Breakdown. CoRR (2019)
Yiling Jia, Nipun Batra, Hongning Wang, Kamin Whitehouse
A Tree-Structured Neural Network Model for Household Energy Breakdown. WWW (2019)
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@SenSys (2019)
Davinder Singh, Naman Jain, Pranjali Jain, Pratik Kayal, Sudhakar Kumawat, Nipun Batra
PlantDoc: A Dataset for Visual Plant Disease Detection. CoRR (2019)
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@SenSys (2019)
Yiling Jia, Nipun Batra, Hongning Wang, Kamin Whitehouse
Active Collaborative Sensing for Energy Breakdown. CIKM (2019)
Haroon Rashid, Nipun Batra, Pushpendra Singh
Rimor: towards identifying anomalous appliances in buildings. BuildSys@SenSys (2018)
Nipun Batra, Yiling Jia, Hongning Wang, Kamin Whitehouse
Transferring Decomposed Tensors for Scalable Energy Breakdown Across Regions. AAAI (2018)
Nipun Batra, Hongning Wang, Amarjeet Singh, Kamin Whitehouse
Matrix Factorisation for Scalable Energy Breakdown. AAAI (2017)
Nipun Batra, Amarjeet Singh, Kamin Whitehouse
Gemello: Creating a Detailed Energy Breakdown from Just the Monthly Electricity Bill. KDD (2016)
Nipun Batra
Non Intrusive Load Monitoring: Systems, Metrics and Use Cases. SenSys (2015)
Nipun Batra, Rishi Baijal, Amarjeet Singh, Kamin Whitehouse
How good is good enough? Re-evaluating the bar for energy disaggregation. CoRR (2015)
Nipun Batra, Amarjeet Singh, Kamin Whitehouse
If You Measure It, Can You Improve It?: Exploring The Value of Energy Disaggregation. BuildSys@SenSys (2015)
Nipun Batra, Amarjeet Singh, Kamin Whitehouse
Neighbourhood NILM: A Big-data Approach to Household Energy Disaggregation. CoRR (2015)
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)
Nipun Batra, Oliver Parson, Mario Berges, Amarjeet Singh, Alex Rogers
A comparison of non-intrusive load monitoring methods for commercial and residential buildings. CoRR (2014)
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@SenSys (2014)
Nipun Batra, Manoj Gulati, Puneet Jain, Kamin Whitehouse, Amarjeet Singh
Bits and Watts: Improving energy disaggregation performance using power line communication modems. CoRR (2014)
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)
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@SenSys (2014)
Nipun Batra, Amarjeet Singh, Pushpendra Singh, Haimonti Dutta, Venkatesh Sarangan, Mani B. Srivastava
Data Driven Energy Efficiency in Buildings. CoRR (2014)
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 (2014)
Nipun Batra, Pandarasamy Arjunan, Amarjeet Singh, Pushpendra Singh
Experiences with Occupancy based Building Management Systems. ISSNIP (2013)
Nipun Batra, Manoj Gulati, Amarjeet Singh, Mani B. Srivastava
It's Different: Insights into home energy consumption in India. BuildSys@SenSys (2013)
Nipun Batra, Haimonti Dutta, Amarjeet Singh
INDiC: Improved Non-intrusive Load Monitoring Using Load Division and Calibration. ICMLA (1) (2013)
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)