Nipun Batra

About Nipun Batra

Nipun Batra, With an exceptional h-index of 20 and a recent h-index of 19 (since 2020), a distinguished researcher at Indian Institute of Technology Gandhinagar, specializes in the field of Computational sustainability, Smart buildings, Energy disaggregation, NILM, Air quality.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

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

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

SpiroMask: measuring Lung function using consumer-grade masks

Deep gaussian processes for air quality inference

Towards Scalable Identification of Brick Kilns from Satellite Imagery with Active Learning

Active learning

Merged-GHCIDR: geometrical approach to reduce image data

Nipun Batra Information

University

Position

___

Citations(all)

2255

Citations(since 2020)

1677

Cited By

1157

hIndex(all)

20

hIndex(since 2020)

19

i10Index(all)

23

i10Index(since 2020)

22

Email

University Profile Page

Indian Institute of Technology Gandhinagar

Google Scholar

View Google Scholar Profile

Nipun Batra Skills & Research Interests

Computational sustainability

Smart buildings

Energy disaggregation

NILM

Air quality

Top articles of Nipun Batra

Title

Journal

Author(s)

Publication Date

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

arXiv preprint arXiv:2402.13796

Rishabh Mondal

Zeel B Patel

Vannsh Jani

Nipun Batra

2024/2/21

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

Advances in Neural Information Processing Systems

Sachin Chauhan

Zeel Bharatkumar Patel

Sayan Ranu

Rijurekha Sen

Nipun Batra

2024/2/13

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

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

Rishiraj Adhikary

Maite Sadeh

Nipun Batra

Mayank Goel

2024/1/12

SpiroMask: measuring Lung function using consumer-grade masks

ACM Transactions on Computing for Healthcare

Rishiraj Adhikary

Dhruvi Lodhavia

Chris Francis

Rohit Patil

Tanmay Srivastava

...

2023/2/27

Deep gaussian processes for air quality inference

Aadesh Desai

Eshan Gujarathi

Saagar Parikh

Sachin Yadav

Zeel Patel

...

2023/1/4

Towards Scalable Identification of Brick Kilns from Satellite Imagery with Active Learning

Aditi Agarwal

Suraj Jaiswal

Madhav Kanda

Dhruv Patel

Rishabh Mondal

...

2023/12/22

Active learning

E de Graaff

2008

Merged-GHCIDR: geometrical approach to reduce image data

arXiv preprint arXiv:2209.02609

Devvrat Joshi

Janvi Thakkar

Siddharth Soni

Shril Mody

Rohan Patil

...

2022/9/6

Vastr-GAN: versatile apparel synthesised from text using a robust generative adversarial network

Hetvi Shastri

Dhruvi Lodhavia

Palak Purohit

Ronak Kaoshik

Nipun Batra

2022/1/8

Accurate and Scalable Gaussian Processes for Fine-grained Air Quality Inference

Zeel B Patel

Palak Purohit

Harsh Patel

Shivam Sahni

Nipun Batra

2022

Geometrical homogeneous clustering for image data reduction

arXiv preprint arXiv:2208.13079

Shril Mody

Janvi Thakkar

Devvrat Joshi

Siddharth Soni

Rohan Patil

...

2022/8/27

Challenges in Gaussian processes for non intrusive load monitoring

arXiv preprint arXiv:2211.13018

Aadesh Desai

Gautam Vashishtha

Zeel B Patel

Nipun Batra

2022/11/18

" 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

2022/11/9

Samachar: print news media on air pollution in India

Karm Patel

Rishiraj Adhikary

Zeel B Patel

Nipun Batra

Sarath Guttikunda

2022/6/29

Uncertainty disentanglement with non-stationary heteroscedastic Gaussian processes for active learning

arXiv preprint arXiv:2210.10964

Zeel B Patel

Nipun Batra

Kevin Murphy

2022/10/20

Smart meter data enabled transition to energy efficient cooling

Shalu Agrawal

Nipun Batra

Karthik Ganesan

Kavita Vaishanaw

Sunil Mani

2022/5/10

Towards continuous respiration rate detection while walking

Rishiraj Adhikary

Aryan Varshney

Nipun Batra

2022/9/11

Proceedings of the 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD)

Gargi Dasgupta

Yogesh Simmhan

Balaji Vasan Srinivasan

Sourav Bhowmick

Amith Singhee

...

2022/1/8

Neural network approaches and dataset parser for NILM toolkit

Hetvi Shastri

Nipun Batra

2021/11/17

Vartalaap: what drives# airquality discussions: politics, pollution or pseudo-science?

Proceedings of the ACM on Human-Computer Interaction

Rishiraj Adhikary

Zeel B Patel

Tanmay Srivastava

Nipun Batra

Mayank Singh

...

2021/4/22

See List of Professors in Nipun Batra University(Indian Institute of Technology Gandhinagar)

Co-Authors

H-index: 115
Mani Srivastava

Mani Srivastava

University of California, Los Angeles

H-index: 58
Alex Rogers

Alex Rogers

University of Oxford

H-index: 48
Kamin Whitehouse

Kamin Whitehouse

University of Virginia

H-index: 43
William Knottenbelt

William Knottenbelt

Imperial College London

H-index: 36
Hongning Wang

Hongning Wang

University of Virginia

H-index: 28
Amarjeet Singh

Amarjeet Singh

Indraprastha Institute of Information Technology

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