Nitin Gupta

According to our database, Nitin Gupta authored at least 30 papers between 2011 and 2023.

Collaborative distances:

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

2023

A Data-centric AI Framework for Automating Exploratory Data Analysis and Data Quality Tasks.

Hima Patel, Shanmukha C. Guttula, Nitin Gupta, Sandeep Hans, Ruhi Sharma Mittal, Lokesh Nagalapatti

ACM J. Data Inf. Qual., December, 2023

Multi-Intent Detection in User Provided Annotations for Programming by Examples Systems.

Nischal Ashok Kumar, Nitin Gupta, Shanmukha C. Guttula, Hima Patel

CoRR, 2023

2022

Automatic Assessment of Quality of your Data for AI.

Hima Patel, Nitin Gupta, Naveen Panwar, Ruhi Sharma Mittal, Sameep Mehta, Shanmukha C. Guttula, Shashank Mujumdar, Shazia Afzal, Srikanta Bedathur, Vitobha Munigala

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

2021

Data Quality Toolkit: Automatic assessment of data quality and remediation for machine learning datasets.

Nitin Gupta, Hima Patel, Shazia Afzal, Naveen Panwar, Ruhi Sharma Mittal, Shanmukha C. Guttula, Abhinav Jain, Lokesh Nagalapatti, Sameep Mehta, Sandeep Hans, Pranay Lohia, Aniya Aggarwal, Diptikalyan Saha

CoRR, 2021

Comparison of Outlier Detection Techniques for Structured Data.

Amulya Agarwal, Nitin Gupta

CoRR, 2021

1st International Workshop on Data Assessment and Readiness for AI.

Bortik Bandyopadhyay, Sambaran Bandyopadhyay, Srikanta Bedathur, Nitin Gupta, Sameep Mehta, Shashank Mujumdar, Srinivasan Parthasarathy, Hima Patel

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2021

Data-Debugging Through Interactive Visual Explanations.

Shazia Afzal, Arunima Chaudhary, Nitin Gupta, Hima Patel, Carolina Spina, Dakuo Wang

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2021

2nd International Workshop on Data Quality Assessment for Machine Learning.

Hima Patel, Fuyuki Ishikawa, Laure Berti-Équille, Nitin Gupta, Sameep Mehta, Satoshi Masuda, Shashank Mujumdar, Shazia Afzal, Srikanta Bedathur, Yasuharu Nishi

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Data Quality for Machine Learning Tasks.

Nitin Gupta, Shashank Mujumdar, Hima Patel, Satoshi Masuda, Naveen Panwar, Sambaran Bandyopadhyay, Sameep Mehta, Shanmukha C. Guttula, Shazia Afzal, Ruhi Sharma Mittal, Vitobha Munigala

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

Small, Sparse, but Substantial: Techniques for Segmenting Small Agricultural Fields Using Sparse Ground Data.

Smit Marvaniya, Umamaheswari Devi, Jagabondhu Hazra, Shashank Mujumdar, Nitin Gupta

CoRR, 2020

Overview and Importance of Data Quality for Machine Learning Tasks.

Abhinav Jain, Hima Patel, Lokesh Nagalapatti, Nitin Gupta, Sameep Mehta, Shanmukha C. Guttula, Shashank Mujumdar, Shazia Afzal, Ruhi Sharma Mittal, Vitobha Munigala

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Budgeted Batch Mode Active Learning with Generalized Cost and Utility Functions.

Arvind Agarwal, Shashank Mujumdar, Nitin Gupta, Sameep Mehta

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

A novel feature transform framework using deep neural network for multimodal floor plan retrieval.

Divya Sharma, Nitin Gupta, Chiranjoy Chattopadhyay, Sameep Mehta

Int. J. Document Anal. Recognit., 2019

Simultaneous Optimisation of Image Quality Improvement and Text Content Extraction from Scanned Documents.

Shashank Mujumdar, Nitin Gupta, Abhinav Jain, Douglas Burdick

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Radial Loss for Learning Fine-grained Video Similarity Metric.

Abhinav Jain, Prerna Agarwal, Shashank Mujumdar, Nitin Gupta, Sameep Mehta, Chiranjoy Chattopadhyay

Proceedings of the IEEE International Conference on Acoustics, 2019

Learning Convolutional Neural Networks with Deep Part Embeddings.

Nitin Gupta, Shashank Mujumdar, Prerna Agarwal, Abhinav Jain, Sameep Mehta

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

REXplore: A Sketch Based Interactive Explorer for Real Estates Using Building Floor Plan Images.

Divya Sharma, Nitin Gupta, Chiranjoy Chattopadhyay, Sameep Mehta

Proceedings of the 2018 IEEE International Symposium on Multimedia, 2018

Learning an Order Preserving Image Similarity through Deep Ranking.

Nitin Gupta, Shashank Mujumdar, Suranjana Samanta, Sameep Mehta

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Pentuplet Loss for Simultaneous Shots and Critical Points Detection in a Video.

Nitin Gupta, Abhinav Jain, Prerna Agarwal, Shashank Mujumdar, Sameep Mehta

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Content Driven Enrichment of Formal Text using Concept Definitions and Applications.

Abhinav Jain, Nitin Gupta, Shashank Mujumdar, Sameep Mehta, Rishi Madhok

Proceedings of the 29th on Hypertext and Social Media, 2018

Semantic Understanding for Contextual In-Video Advertising.

Rishi Madhok, Shashank Mujumdar, Nitin Gupta, Sameep Mehta

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

2017

Creation and Interaction with Large-scale Domain-Specific Knowledge Bases.

Shreyas Bharadwaj, Laura Chiticariu, Marina Danilevsky, Samarth Dhingra, Samved Divekar, Arnaldo Carreno-Fuentes, Himanshu Gupta, Nitin Gupta, Sang-Don Han, Mauricio A. Hernández, Howard Ho, Parag Jain, Salil Joshi, Hima Karanam, Saravanan Krishnan, Rajasekar Krishnamurthy, Yunyao Li, Satishkumaar Manivannan, Ashish R. Mittal, Fatma Ozcan, Abdul Quamar, Poornima Raman, Diptikalyan Saha, Karthik Sankaranarayanan, Jaydeep Sen, Prithviraj Sen, Shivakumar Vaithyanathan, Mitesh Vasa, Hao Wang, Huaiyu Zhu

Proc. VLDB Endow., 2017

Coherent Visual Description of Textual Instructions.

Shashank Mujumdar, Nitin Gupta, Abhinav Jain, Sameep Mehta

Proceedings of the 19th IEEE International Symposium on Multimedia, 2017

Deep Attribute Driven Image Similarity Learning Using Limited Data.

Nitin Gupta, Ankush Gupta, Vikas Joshi, L. Venkata Subramaniam, Sameep Mehta

Proceedings of the 19th IEEE International Symposium on Multimedia, 2017

DANIEL: A Deep Architecture for Automatic Analysis and Retrieval of Building Floor Plans.

Divya Sharma, Nitin Gupta, Chiranjoy Chattopadhyay, Sameep Mehta

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

2015

Cognitive Inspired WOR Framework to Reveal Image Semantics, for Efficient Content Based Image Retrieval.

Nitin Gupta, Sukhendu Das, Gyanesh Dwivedi

Proceedings of the 2nd International Conference on Perception and Machine Intelligence, 2015

Extracting information from a query image, for content based image retrieval.

Nitin Gupta, Sukhendu Das, Sutanu Chakraborti

Proceedings of the Eighth International Conference on Advances in Pattern Recognition, 2015

2014

Revealing What to Extract from Where, for Object-Centric Content Based Image Retrieval (CBIR).

Nitin Gupta, Sukhendu Das, Sutanu Chakraborti

Proceedings of the 2014 Indian Conference on Computer Vision, 2014

Hierarchy of visual features for object recognition.

Nitin Gupta, Sukhendu Das, Sutanu Chakraborti

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2011

Parallel implementation of DNA sequences matching algorithms using PWM on GPU architecture.

Rahul Sharma, Nitin Gupta, Vipin Narang, Ankush Mittal

Int. J. Bioinform. Res. Appl., 2011