SG

Swarnendu Ghosh

University of Ljubljana, Institute of Engineering & Management, Jadavpur University, Narula Institute of Technology, Adamas University

ORCID iD 0000-0002-2220-1677
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Employment

  • University of Ljubljana SMASH Postdoctoral Fellow
    2025 - 2027
  • Institute of Engineering & Management Associate Professor
    2022 - 2025
  • Adamas University Assistant Professor
    2020 - 2022
  • Jadavpur University Project Assistant
    2019 - 2020
  • Jadavpur University Junior Research Fellow
    2017 - 2019
  • RCC Institute of Information Technology Guest Lecturer
    2016 - 2016
  • Universidade de Évora Erasmus Mundus Doctoral Fellow
    2014 - 2016

Education

  • Jadavpur University Ph.D
    2014 - 2022
  • Jadavpur University Masters of Computer Science and Engineering
    2012 - 2014
  • Narula Institute of Technology Bachelor of Technology
    2008 - 2012

Projects & Funding

Projects & funding information is unavailable.

Publications (23)

  • Im2Graph: A Weakly Supervised Approach for Generating Holistic Scene Graphs from Regional Dependencies
    Future Internet 2023 DOI: 10.3390/fi15020070
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  • Multi scale mirror connection based encoder decoder network for text localization
    Pattern Recognition Letters 2020
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  • SynCGAN: Using learnable class specific priors to generate synthetic data for improving classifier performance on cytological images
    arXiv preprint arXiv:2003.05712 2020
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  • Two-phase Dynamic Routing for Micro and Macro-level Equivariance in Multi-Column Capsule Networks
    Pattern Recognition 2020
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  • Using thermal intensities to build conditional random fields for object segmentation at night
    2020 4th International Conference on Computational Intelligence and Networks (CINE) 2020
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  • Understanding deep learning techniques for image segmentation
    ACM Computing Surveys (CSUR) 2019
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  • Using dynamic routing to extract intermediate features for developing scalable capsule networks
    2019 Second International Conference on Advanced Computational and Communication Paradigms (ICACCP) 2019
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  • Segfast-v2: Semantic image segmentation with less parameters in deep learning for autonomous driving
    International Journal of Machine Learning and Cybernetics 2019
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  • Reshaping inputs for convolutional neural network: Some common and uncommon methods
    Pattern Recognition 2019
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  • Reshaping inputs for convolutional neural network: Some common and uncommon methods
    Pattern Recognition 2019
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