• Faculty

    • Faculty Profile

    Dr Santosh Kumar Mishra

    Assistant Professor
    Computer Science and Engineering

    Dr Santosh Kumar Mishra is an assistant professor at the Department of Computer Science and Engineering, Rajiv Gandhi Institute of Petroleum Technology Jais (An Institute of National Importance), Amethi. He completed his PhD degree in December 2022 from the Department of Computer Science and Engineering, Indian Institute of Technology Patna. He received his M Tech Degree in Computer Science and Engineering from the Discipline of Computer Science and Engineering, Indian Institute of Information Technology, Design, and Manufacturing, Jabalpur, in 2017. His areas of interest are natural language processing, artificial intelligence, machine learning, and deep learning.

    Education
    Ph D 2022 Indian Institute of Technology, Patna
    M Tech 2017 Indian Institute of Information Technology, Jabalpur
    B Tech 2012 Uttar Pradesh Technical University, Lucknow 
    Experience

     

    • Design and Analysis of Algorithms
    Research Interest
    • Natural Language Processing
    • Artificial Intelligence
    • Machine Learning
    • Deep Learning 
    Projects
    • Served as a reviewer in peer-reviewed journals and conferences such as:
      • IEEE Transactions on Image Processing
      • ACM Transactions on Asian and Low-Resource Language Information Processing
      • Neurocomputing
      • PLOS ONE
      • Expert System with Application
      • Applied Intelligence
      • Neural Processing Letter
      • IETE Technical Review
      • AISTAT conference
      • ICONIP conference
      • ICON conference
      • INDICON conference
    • Served as session chair in ICONIP 2022.
    • Presented my various research works at the following conferences:
      • IEEE ICPR 2022, Montreal, Canada
      • GECCO 2022, Boston, USA
      • IEEE SMC 2021, Melbourne, Australia
      • PACLIC 2021 Manila, Philippines
      • NLDB 2021, Saarbrücken, Germany
    Journal Publications

    Santosh Kumar Mishra, Sushant Sinha, Sriparna Saha, and Pushpak Bhattacharyya. "Dynamic Convolution-based Encoder-Decoder Framework for Image Captioning in Hindi." ACM Transactions on Asian and Low-Resource Language Information Processing 22, no. 4 (2023): 1-18.

    Santosh Kumar Mishra, Soham Chakraborty, Sriparna Saha, and Pushpak Bhattacharyya,. "GAGPT-2: A Geometric Attention based GPT-2 Framework for Image Captioning in Hindi." ACM Transactions on Asian and Low-Resource Language Information Processing (2023).

    Santosh Kumar Mishra, Harshit, Sriparna Saha, and Pushpak Bhattacharyya. "An Object Localization-based Dense Image Captioning Framework in Hindi." ACM Transactions on Asian and Low-Resource Language Information Processing 22, no. 2 (2022): 1-15.

    Santosh Kumar Mishra, Gaurav Rai, Sriparna Saha, and Pushpak Bhattacharyya. "Efficient channel attention based encoder–decoder approach for image captioning in hindi." ACM Transactions on Asian and Low-Resource Language Information Processing 21, no. 3 (2021): 1-17.

    Saini, Naveen, Sriparna Saha, Pushpak Bhattacharyya, Shubhankar Mrinal, and Santosh Kumar Mishra. "On multimodal microblog summarization." IEEE Transactions on Computational Social Systems 9, no. 5 (2021): 1317-1329.

    Santosh Kumar Mishra, Koushlendra Kumar Singh, Richa Dixit, and Manish Kumar Bajpai. "Design of Fractional Calculus based differentiator for edge detection in color images." Multimedia Tools and Applications 80 (2021): 29965-29983.

    Santosh Kumar Mishra, Rijul Dhir, Sriparna Saha, Pushpak Bhattacharyya, and Amit Kumar Singh. "Image captioning in Hindi language using transformer networks." Computers & Electrical Engineering 92 (2021): 107114.

    Santosh Kumar Mishra, Rijul Dhir, Sriparna Saha, and Pushpak Bhattacharyya. "A hindi image caption generation framework using deep learning." ACM Transactions on Asian and Low-Resource Language Information Processing 20, no. 2 (2021): 1-19.

    Conference Publications

    Santosh Kumar Mishra, Sushant Sinha, Sriparna Saha, and Pushpak Bhattacharyya. "A Deep Learning based Framework for Image Paragraph Generation in Hindi." In Proceedings of the 36th Pacific Asia Conference on Language, Information and Computation, pp. 792-800. 2022.

    Shaw, Bishal, Sriparna Saha, Santosh Kumar Mishra, and Angshuman Ghosh. "Investigations in Psychological Stress Detection from Social Media Text using Deep Architectures." In 2022 26th International Conference on Pattern Recognition (ICPR), pp. 1614-1620. IEEE, 2022.

    Santosh Kumar Mishra, Kundarapu Harshavardhan, Sayantan Mitra, Sriparna Saha, and Pushpak Bhattacharyya. "Bug report summarization using multi-view multi-objective optimization framework." In Proceedings of the Genetic and Evolutionary Computation Conference, pp. 1245-1253. 2022.

    Santosh Kumar Mishra, Naveen Saini, Sriparna Saha, and Pushpak Bhattacharyya. "Scientific document summarization in multi-objective clustering framework." Applied Intelligence 52, no. 2 (2022): 1520-1543.

    Santosh Kumar Mishra, Darsh Kaushik, Sriparna Saha, and Pushpak Bhattacharyya. "Wikipedia Current Events Summarization using Particle Swarm Optimization." In Proceedings of the 18th International Conference on Natural Language Processing (ICON), pp. 447-455. 2021.

    Santosh Kumar Mishra, Sriparna Saha, and Pushpak Bhattacharyya. "A scaled encoder decoder network for image captioning in Hindi." In Proceedings of the 18th International Conference on Natural Language Processing (ICON), pp. 251-260. 2021.

    Gill, Karanjit, Sriparna Saha, and Santosh Kumar Mishra. "Dense image captioning in hindi." In 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 2894-2899. IEEE, 2021.

    Shastri, Anuj, Naveen Saini, Sriparna Saha, and Santosh Kumar Mishra. "MEABRS: A multi-objective evolutionary framework for software bug report summarization." In 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 2006-2011. IEEE, 2021.

    Santosh Kumar Mishra., Peethala, M. B., Saha, S., & Bhattacharyya, P. (2021, October). An information multiplexed encoder-decoder network for image captioning in Hindi. In 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (pp. 3019-3024). IEEE.

    Santosh Kumar Mishra, Naveen Saini, Sriparna Saha, and Pushpak Bhattacharyya. "Let’s summarize scientific documents! a clustering-based approach via citation context." In International Conference on Applications of Natural Language to Information Systems, pp. 330-339. Cham: Springer International Publishing, 2021.

    Dhir, Rijul, Santosh Kumar Mishra, Sriparna Saha, and Pushpak Bhattacharyya. "A deep attention based framework for image caption generation in hindi language." Computación y Sistemas 23, no. 3 (2019): 693-701.

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    • Received an ACM travel grant to visit and present a paper at GECCO 2022 in Boston, USA.
    • Qualified Graduate Aptitude Test (GATE) Examination in 2013, 2014, and 2015.
    • Ph.D. Research Fellowship from MHRD, Govt. of India, 2018-2022.
    • M.Tech. Fellowship from MHRD, Govt. of India, 2015-2017.

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