Publications
2021
TSR-DSAW: Table Structure Recognition via Deep Spatial Association of Words
A Jain, SS Paliwal, M Sharma, L Vig
Poster Presentation at European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, (ESANN 2021), Bruges, Belgium (Virtual)[Link]
OSSR-PID: One-Shot Symbol Recognition in P&ID Sheets using Path Sampling and GCN
SS Paliwal, M Sharma, L Vig
Poster Presentation at International Joint Conference on Neural Networks, (IJCNN 2021), Shenzhen, China (Virtual)[Link]
Digitize-PID: Automatic Digitization of Piping and Instrumentation Diagrams
SS Paliwal, A Jain, M Sharma, L Vig
Oral Presentation at Trends and Applications in Knowledge Discovery and Data Mining workshop,
25th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2021), Delhi, India (Virtual)[Link]
2020
Mining company sustainability reports to aid financial decision-making
T Goel, P Jain, I Verma, L Dey, SS Paliwal
Oral Presentation at AAAI-20 KDF-The AAAI-20 Workshop on Knowledge Discovery from Unstructured Data in Financial Services, New York, USA[Link]
2019
Tablenet: Deep learning model for end-to-end table detection and tabular data extraction from scanned document images
SS Paliwal, D Vishwanath, R Rahul, M Sharma, L Vig
Oral Presentation at 15th International Conference on Document Analysis and Recognition (ICDAR 2019), Sydney, Australia[Link]
Automatic information extraction from piping and instrumentation diagrams
R Rahul, SS Paliwal, M Sharma, L Vig
Oral Presentation at 8th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2019), Prague, Czech Republic[Link]
2018
Maximum clearance rapid motion planning algorithm
SS Paliwal, R Kala
Published in Robotica, 36(6), 882-903.[Link]
Patents
Systems and methods for automating information extraction from piping and instrumentation diagrams - 2020
SS Paliwal, R Rahul, M Sharma, L Vig
US2020175372A1, 2020[Link]
Deep Learning based Table detection & Associated data extraction from Scanned Image documents - 2020
SS Paliwal, R Rahul, Vishwanath D, M Sharma, L Vig
WO2021053687, 2021[Link]
Symbol Recognition from Raster Images of P&IDs using Single Instance per Symbol Class - 2021
SS Paliwal, M Sharma, L Vig
Filed, not yet public
Program Synthesis for Weakly Supervised Multimodal Question Answering using Filtered Iterative Back-Translation - 2022
S Bhaisaheb, SS Paliwal, M Patwardhan, R Patil, L Vig, G Shroff
Filed, not yet public