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OSSR-PID: One-Shot Symbol Recognition in P&ID Sheets using Path Sampling and GCN


Sep 08, 2021
Shubham Paliwal, Monika Sharma, Lovekesh Vig

* International Joint Conference on Neural Network (IJCNN), 2021 

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Digitize-PID: Automatic Digitization of Piping and Instrumentation Diagrams


Sep 08, 2021
Shubham Paliwal, Arushi Jain, Monika Sharma, Lovekesh Vig

* Trends and Applications in Knowledge Discovery and Data Mining. 168-180, PAKDD 2021 
* 13 pages 

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TableNet: Deep Learning model for end-to-end Table detection and Tabular data extraction from Scanned Document Images


Jan 06, 2020
Shubham Paliwal, Vishwanath D, Rohit Rahul, Monika Sharma, Lovekesh Vig


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ChartNet: Visual Reasoning over Statistical Charts using MAC-Networks


Nov 21, 2019
Monika Sharma, Shikha Gupta, Arindam Chowdhury, Lovekesh Vig

* International Joint Conference on Neural Networks (IJCNN) 2019 

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Character Keypoint-based Homography Estimation in Scanned Documents for Efficient Information Extraction


Nov 14, 2019
Kushagra Mahajan, Monika Sharma, Lovekesh Vig

* 6 pages, 4 figures 

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Learning to Clean: A GAN Perspective


Jan 28, 2019
Monika Sharma, Abhishek Verma, Lovekesh Vig

* IWRR 2018 Workshop at ACCV 2018 

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Automatic Information Extraction from Piping and Instrumentation Diagrams


Jan 28, 2019
Rohit Rahul, Shubham Paliwal, Monika Sharma, Lovekesh Vig

* IEEE ICPRAM 2019 

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Deep Reader: Information extraction from Document images via relation extraction and Natural Language


Dec 14, 2018
Vishwanath D, Rohit Rahul, Gunjan Sehgal, Swati, Arindam Chowdhury, Monika Sharma, Lovekesh Vig, Gautam Shroff, Ashwin Srinivasan

* Published in 3rd International Workshop on Robust Reading at Asian Conference of Computer Vision 2018 

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Data models for service failure prediction in supply-chain networks


Oct 20, 2018
Monika Sharma, Tristan Glatard, Eric Gelinas, Mariam Tagmouti, Brigitte Jaumard


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