publications

2026

1. Work in progress

   SCARLET - A Small Vision-Language & Reasoning Model

   Ranjit Raut and Sudan Jha

   2026

   Bib

   @article{scarlet2026article,
     title = {SCARLET - A Small Vision-Language & Reasoning Model},
     author = {Raut, Ranjit and Jha, Sudan},
     journal = {},
     volume = {},
     number = {},
     pages = {},
     year = {2026},
     publisher = {},
     url = {}
   }

2. Work in progress

   Speculative AI Futures: Methodologies, Applications, and Critical Perspectives in Reimagining Human-AI Relations

   Ranjit Raut, Nimesh Timalsina, and Nishan Dahal

   2026

   Bib

   @article{seminar2026article,
     title = {Speculative AI Futures: Methodologies, Applications, and Critical Perspectives in Reimagining Human-AI Relations},
     author = {Raut, Ranjit and Timalsina, Nimesh and Dahal, Nishan},
     journal = {},
     volume = {},
     number = {},
     pages = {},
     year = {2026},
     publisher = {},
     url = {}
   }

3. Work in progress

   Enhancing Medical Imaging with Diffusion-Transformers (EMIT)

   Ranjit Raut

   2026

   Bib

   @article{dit2026article,
     title = {Enhancing Medical Imaging with Diffusion-Transformers (EMIT)},
     author = {Raut, Ranjit},
     journal = {},
     volume = {},
     number = {},
     pages = {},
     year = {2026},
     publisher = {},
     url = {}
   }

4. Work in progress

   AēroStats - An Intelligent IoT-based Air Quality Monitoring System

   Ranjit Raut and Yajjyu Tuladhar

   2026

   Bib

   @article{airquality2026article,
     title = {AēroStats - An Intelligent IoT-based Air Quality Monitoring System},
     author = {Raut, Ranjit and Tuladhar, Yajjyu},
     journal = {},
     volume = {},
     number = {},
     pages = {},
     year = {2026},
     publisher = {},
     url = {}
   }

5. Work in progress

   Low-Resource Cross-Lingual Voice Cloning, Synthesis, Recognition, and Translation

   Ranjit Raut and Aarav Subedi

   2026

   Bib

   @article{lwr2026article,
     title = {Low-Resource Cross-Lingual Voice Cloning, Synthesis, Recognition, and Translation},
     author = {Raut, Ranjit and Subedi, Aarav},
     journal = {},
     volume = {},
     number = {},
     pages = {},
     year = {2026},
     publisher = {},
     url = {}
   }

6. Work in progress

   NepaliKanun: Democratizing Legal Knowledge in Nepal through Retrieval-Augmented Generation

   Ranjit Raut, Bhabuk Thapa, Prasiddha Koirala, and Bal Krishna Bal

   2026

   Bib

   @article{nepkanun2026article,
     title = {NepaliKanun: Democratizing Legal Knowledge in Nepal through Retrieval-Augmented Generation},
     author = {Raut, Ranjit and Thapa, Bhabuk and Koirala, Prasiddha and Bal, Bal Krishna},
     journal = {},
     volume = {},
     number = {},
     pages = {},
     year = {2026},
     publisher = {},
     url = {}
   }

7. Work in progress

   Benchmarking Nepali Optical Character Recognition, Evaluating Accuracy and Efficiency of Multiple OCR Tools for Devanagari-Based Nepali Text

   Ranjit Raut, Bhabuk Thapa, Prasiddha Koirala, and Bal Krishna Bal

   2026

   Bib

   @article{ocr2026article,
     title = {Benchmarking Nepali Optical Character Recognition, Evaluating Accuracy and Efficiency of Multiple OCR Tools for Devanagari-Based Nepali Text},
     author = {Raut, Ranjit and Thapa, Bhabuk and Koirala, Prasiddha and Bal, Bal Krishna},
     journal = {},
     volume = {},
     number = {},
     pages = {},
     year = {2026},
     publisher = {},
     url = {}
   }

8. Work in progress

   Domain Adaptation of Small Language Models through Continual Pre-Training on Nepali Jurisprudence

   Ranjit Raut, Bhabuk Thapa, Prasiddha Koirala, and Bal Krishna Bal

   2026

   Bib

   @article{slm2026article,
     title = {Domain Adaptation of Small Language Models through Continual Pre-Training on Nepali Jurisprudence},
     author = {Raut, Ranjit and Thapa, Bhabuk and Koirala, Prasiddha and Bal, Bal Krishna},
     journal = {},
     volume = {},
     number = {},
     pages = {},
     year = {2026},
     publisher = {},
     url = {}
   }

9. Work in progress

   Face Analysis and Reconstruction Components System (FaceARCs)

   Ranjit Raut, Ashim Shrestha, Aarav Subedi, Sijan Pandey, and Safal Shrestha

   2026

   Bib

   @article{facearcs2026article,
     title = {Face Analysis and Reconstruction Components System (FaceARCs)},
     author = {Raut, Ranjit and Shrestha, Ashim and Subedi, Aarav and Pandey, Sijan and Shrestha, Safal},
     journal = {},
     volume = {},
     number = {},
     pages = {},
     year = {2026},
     publisher = {},
     url = {}
   }

10. SSRN

    Nepali Legal Expertise Through Generative and Extractive Pre-Trained Transformers (nLEGIT)

    Ranjit Raut, Bhabuk Thapa, Tishya Dhakal, Prasiddha Koirala, Aaryan Shakya, and Bal Krishna Bal

    Social Science Research Network, 2026

    Bib

    @article{legit2026article,
      title = {Nepali Legal Expertise Through Generative and Extractive Pre-Trained Transformers (nLEGIT)},
      author = {Raut, Ranjit and Thapa, Bhabuk and Dhakal, Tishya and Koirala, Prasiddha and Shakya, Aaryan and Bal, Bal Krishna},
      journal = {Social Science Research Network},
      volume = {},
      number = {},
      pages = {},
      year = {2026},
      publisher = {},
      url = {https://papers.ssrn.com/abstract=6324078}
    }

11. SSRN

    One-Class Counterfeit Currency Classification Using Deep Support Vector Data Description (SVDD)

    Ranjit Raut and Aaryan Shakya

    Social Science Research Network, 2026

    Bib

    @article{occ2025article,
      title = {One-Class Counterfeit Currency Classification Using Deep Support Vector Data Description (SVDD)},
      author = {Raut, Ranjit and Shakya, Aaryan},
      journal = {Social Science Research Network},
      volume = {},
      number = {},
      pages = {},
      year = {2026},
      publisher = {},
      url = {https://papers.ssrn.com/abstract=6323799}
    }

2025

1. SSRN

   Deep Reinforcement Learning For Mastering Asymmetric Strategies Of Baghchal

   Ranjit Raut, Aarav Subedi, Aaryan Shakya, Sagun Rai, and Manoj Shakya

   Social Science Research Network, 2025

   Bib

   @article{tigermove2025article,
     title = {Deep Reinforcement Learning For Mastering Asymmetric Strategies Of Baghchal},
     author = {Raut, Ranjit and Subedi, Aarav and Shakya, Aaryan and Rai, Sagun and Shakya, Manoj},
     journal = {Social Science Research Network},
     volume = {},
     number = {},
     pages = {},
     year = {2025},
     publisher = {},
     url = {https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5694603}
   }

2. Roboflow

   FutVAR Football Players Detection Dataset

   Ranjit Raut, Sagun Rai, and Bikash Kumar Sah

   2025
3. SSRN

   Futebol Video Analytics and Reporting System (FutVAR)

   Ranjit Raut, Sagun Rai, Bikash Kumar Sah, and Shree Krishna Acharya

   Social Science Research Network, 2025

   Bib

   @article{futvar2024article,
     title = {Futebol Video Analytics and Reporting System (FutVAR)},
     author = {Raut, Ranjit and Rai, Sagun and Sah, Bikash Kumar and Acharya, Shree Krishna},
     journal = {Social Science Research Network},
     volume = {},
     number = {},
     pages = {},
     year = {2025},
     publisher = {},
     url = {https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5348816}
   }

2024

1. Kaggle

   Nepali Currency High Resolution Image Datasets

   Ranjit Raut and Aaryan Shakya

   2024

   DOI
2. IJICTDC

   Nepalese Currency Counterfeit Detection System

   Ranjit Raut, Aaryan Shakya, and Yagya Raj Pandeya

   International Journal of Information Communication Technology and Digital Convergence, 2024

   Bib

   @article{rauty2024article,
     title = {Nepalese Currency Counterfeit Detection System},
     author = {Raut, Ranjit and Shakya, Aaryan and Pandeya, Yagya Raj},
     journal = {International Journal of Information Communication Technology and Digital Convergence},
     volume = {9},
     number = {2},
     pages = {48-58},
     year = {2024},
   }