Nitin Gupta

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 25

Top Topics

International Workshop

Automatic Assessment

Image Similarity

Top Venues

Publications

Nischal Ashok Kumar, Nitin Gupta, Shanmukha C. Guttula, Hima Patel
Multi-Intent Detection in User Provided Annotations for Programming by Examples Systems. CoRR (2023)
Hima Patel, Shanmukha C. Guttula, Nitin Gupta, Sandeep Hans, Ruhi Sharma Mittal, Lokesh Nagalapatti
A Data-centric AI Framework for Automating Exploratory Data Analysis and Data Quality Tasks. ACM J. Data Inf. Qual. 15 (4) (2023)
Hima Patel, Nitin Gupta, Naveen Panwar, Ruhi Sharma Mittal, Sameep Mehta, Shanmukha C. Guttula, Shashank Mujumdar, Shazia Afzal, Srikanta Bedathur, Vitobha Munigala
Automatic Assessment of Quality of your Data for AI. COMAD/CODS (2022)
Amulya Agarwal, Nitin Gupta
Comparison of Outlier Detection Techniques for Structured Data. CoRR (2021)
Nitin Gupta, Shashank Mujumdar, Hima Patel, Satoshi Masuda, Naveen Panwar, Sambaran Bandyopadhyay, Sameep Mehta, Shanmukha C. Guttula, Shazia Afzal, Ruhi Sharma Mittal, Vitobha Munigala
Data Quality for Machine Learning Tasks. KDD (2021)
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
Data Quality Toolkit: Automatic assessment of data quality and remediation for machine learning datasets. CoRR (2021)
Hima Patel, Fuyuki Ishikawa, Laure Berti-Équille, Nitin Gupta, Sameep Mehta, Satoshi Masuda, Shashank Mujumdar, Shazia Afzal, Srikanta Bedathur, Yasuharu Nishi
2nd International Workshop on Data Quality Assessment for Machine Learning. KDD (2021)
Shazia Afzal, Arunima Chaudhary, Nitin Gupta, Hima Patel, Carolina Spina, Dakuo Wang
Data-Debugging Through Interactive Visual Explanations. PAKDD (Workshops) (2021)
Bortik Bandyopadhyay, Sambaran Bandyopadhyay, Srikanta Bedathur, Nitin Gupta, Sameep Mehta, Shashank Mujumdar, Srinivasan Parthasarathy, Hima Patel
1st International Workshop on Data Assessment and Readiness for AI. PAKDD (Workshops) (2021)
Arvind Agarwal, Shashank Mujumdar, Nitin Gupta, Sameep Mehta
Budgeted Batch Mode Active Learning with Generalized Cost and Utility Functions. ICPR (2020)
Abhinav Jain, Hima Patel, Lokesh Nagalapatti, Nitin Gupta, Sameep Mehta, Shanmukha C. Guttula, Shashank Mujumdar, Shazia Afzal, Ruhi Sharma Mittal, Vitobha Munigala
Overview and Importance of Data Quality for Machine Learning Tasks. KDD (2020)
Smit Marvaniya, Umamaheswari Devi, Jagabondhu Hazra, Shashank Mujumdar, Nitin Gupta
Small, Sparse, but Substantial: Techniques for Segmenting Small Agricultural Fields Using Sparse Ground Data. CoRR (2020)
Abhinav Jain, Prerna Agarwal, Shashank Mujumdar, Nitin Gupta, Sameep Mehta, Chiranjoy Chattopadhyay
Radial Loss for Learning Fine-grained Video Similarity Metric. ICASSP (2019)
Nitin Gupta, Shashank Mujumdar, Prerna Agarwal, Abhinav Jain, Sameep Mehta
Learning Convolutional Neural Networks with Deep Part Embeddings. ICASSP (2019)
Divya Sharma, Nitin Gupta, Chiranjoy Chattopadhyay, Sameep Mehta
A novel feature transform framework using deep neural network for multimodal floor plan retrieval. Int. J. Document Anal. Recognit. 22 (4) (2019)
Shashank Mujumdar, Nitin Gupta, Abhinav Jain, Douglas Burdick
Simultaneous Optimisation of Image Quality Improvement and Text Content Extraction from Scanned Documents. ICDAR (2019)
Divya Sharma, Nitin Gupta, Chiranjoy Chattopadhyay, Sameep Mehta
REXplore: A Sketch Based Interactive Explorer for Real Estates Using Building Floor Plan Images. ISM (2018)
Abhinav Jain, Nitin Gupta, Shashank Mujumdar, Sameep Mehta, Rishi Madhok
Content Driven Enrichment of Formal Text using Concept Definitions and Applications. HT (2018)
Nitin Gupta, Abhinav Jain, Prerna Agarwal, Shashank Mujumdar, Sameep Mehta
Pentuplet Loss for Simultaneous Shots and Critical Points Detection in a Video. ICPR (2018)
Nitin Gupta, Shashank Mujumdar, Suranjana Samanta, Sameep Mehta
Learning an Order Preserving Image Similarity through Deep Ranking. ICPR (2018)
Rishi Madhok, Shashank Mujumdar, Nitin Gupta, Sameep Mehta
Semantic Understanding for Contextual In-Video Advertising. AAAI (2018)
Divya Sharma, Nitin Gupta, Chiranjoy Chattopadhyay, Sameep Mehta
DANIEL: A Deep Architecture for Automatic Analysis and Retrieval of Building Floor Plans. ICDAR (2017)
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
Creation and Interaction with Large-scale Domain-Specific Knowledge Bases. Proc. VLDB Endow. 10 (12) (2017)
Shashank Mujumdar, Nitin Gupta, Abhinav Jain, Sameep Mehta
Coherent Visual Description of Textual Instructions. ISM (2017)
Nitin Gupta, Ankush Gupta, Vikas Joshi, L. Venkata Subramaniam, Sameep Mehta
Deep Attribute Driven Image Similarity Learning Using Limited Data. ISM (2017)
Nitin Gupta, Sukhendu Das, Gyanesh Dwivedi
Cognitive Inspired WOR Framework to Reveal Image Semantics, for Efficient Content Based Image Retrieval. PerMIn (2015)
Nitin Gupta, Sukhendu Das, Sutanu Chakraborti
Extracting information from a query image, for content based image retrieval. ICAPR (2015)
Nitin Gupta, Sukhendu Das, Sutanu Chakraborti
Revealing What to Extract from Where, for Object-Centric Content Based Image Retrieval (CBIR). ICVGIP (2014)
Nitin Gupta, Sukhendu Das, Sutanu Chakraborti
Hierarchy of visual features for object recognition. ICIP (2014)
Rahul Sharma, Nitin Gupta, Vipin Narang, Ankush Mittal
Parallel implementation of DNA sequences matching algorithms using PWM on GPU architecture. Int. J. Bioinform. Res. Appl. 7 (2) (2011)