The LNM Institute of Information Technology

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Lal Upendra Pratap Singh

lalupendrapratap.singh@lnmiit.ac.in

Date of joining:

31-07-2023

Department:

Computer Science Engineering


Summary

Assistant Professor in the Department of Computer Science and Engineering.


Biography

Dr. Lal Upendra Pratap Singh has joined as an Assistant Professor in the Department of Computer Science and Engineering (CSE) at the LNM Institute of Information Technology Jaipur, Rajasthan. Before this, he was affiliated with the Department of Computer Science and Engineering (CSE) at the Institute of Technical Education and Research (ITER), Siksha O Anusandhan University Bhubaneshwar, Odisha. He completed his PhD. in 2022 from the Indian Institute of Information Technology Allahabad (IIIT Allahabad) in machine learning. Specifically, his research involved the development of transfer learning-based algorithms in low-resource environments. The developed algorithms were applied for solving different tasks in the computer vision and medical imaging domain. Currently, his research is in the development of federated learning-based machine and deep learning algorithms for solving different tasks in computer vision, healthcare and natural language processing domains. He completed his post-graduation (M.Tech (2014-2016)) from Atal Bihari Vajpayee-Indian Institute of Information Technology and Management Gwalior (ABV-IIITM Gwalior). His Master's thesis involved the development of automatic speech recognition (ASR) system using a deep neural network. During this phase, he also got to work on a speech recognition project sponsored by the Department of Science and Technology (DST), Government of India as a Project Associate and Graduate Research Assistant. His graduation is from Birla Institute of Technology Mesra (BIT Mesra) – Extension Center Deoghar (2010-2014).


Research Area

Machine learning, Deep Learning, Transfer Learning, Optimization, Applied Natural Language Processing

Personal information

Name

Designation

Department

ORCID

Scopus_link

Website

Dr. Lal Upendra Pratap Singh

Assistant Professor

Computer Science Engineering

0000-0002-6438-8222

57216689092

Education

Degree/DiplomaInstitute/ OrganizationYearBranch/Specialization
1Ph. D. Doctor of PhilosophyIndian Institute of Information Technology Allahabad (IIIT Allahabad)2022Machine Learning/Deep Learning
2M. Tech. Master of TechnologyAtal Bihari Vajpayee - Indian Institute of Information Technology and Management Gwalior (ABV-IIITM)2016Computer Science and Engineering (Advanced Networks)
3B.E. Bachelor of EngineeringBirla Institute of Technology Mesra Ranchi (BIT Mesra)2014Electronics and Communication Engineering

Experience

Name of OrganizationPost/DesignationDuration FromDuration To
1Institute of Technical Education and Research (ITER), Siksha O' Anusandhan University BhubaneshwarAssistant Professor20222023
2ABV-Indian Institute of Information Technology and Management GwaliorProject Associate20162016
3ABV-Indian Institute of Information Technology and Management GwaliorGraduate Research Assistant (GRA)20152016

Publications

1Upendra Pratap Singh, Swapnil Chavan, Sahil Hindwani and Krishna Pratap Singh, Self-taught Learning: Image Classification Using Stacked Autoencoders, Soft Computing for Problem Solving 2019, April 2020
2Upendra Pratap Singh, Krishna Pratap Singh and Manoj Thakur, NucNormZSL: nuclear norm-based domain adaptation in zero-shot learning, Neural Computing and Applications, September 2021
3Rashi Agrawal, Upendra Pratap Singh and Krishna Pratap Singh, Few shots learning: Caricature to image recognition using improved relation network, International Conference on Computer Vision and Image Processing, March 2021
4Anupam Agrawal, Manisha Malik and Upendra Pratap Singh , CBAT—Color blind assisting tool, 2017 International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT), May 2018

Expert lectures

MonthYearInformation
1September2022Expert Lecture on "Federated Machine Learning: Let's Collaborate Securely" at Galgotias University.

Workshop conducted

TypeMonthYearInformation
1TrainingNovember2023Value Added Programme on Generative AI and Diffusion Models at Global Academy of Technology Bangalore
2FDPJuly2022Conducted Hands-on session in the Faculty Development Programme entitled "Computational Mathematics for Data Science" at Global Academy of Technology, Bengaluru.
3FDPJuly2019Conducted hands-on sessions in the Faculty Development Programme entitled “Artificial Intelligence and Machine Learning” held at Global Academy of Technology (GAT), Bengaluru.
4TrainingNovember2019Conducted hands-on session in the Faculty Development Programme on Data Science sponsored by AICTE Training and Learning Academy (ATAL).