BibTeX records: Prateek Munjal

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@article{DBLP:journals/corr/abs-2601-13244,
  author       = {Prateek Munjal and
                  Cl{\'{e}}ment Christophe and
                  Ronnie Rajan and
                  Praveenkumar Kanithi},
  title        = {Do Instruction-Tuned Models Always Perform Better Than Base Models?
                  Evidence from Math and Domain-Shifted Benchmarks},
  journal      = {CoRR},
  volume       = {abs/2601.13244},
  year         = {2026},
  url          = {https://doi.org/10.48550/arXiv.2601.13244},
  doi          = {10.48550/ARXIV.2601.13244},
  eprinttype   = {arXiv},
  eprint       = {2601.13244},
  timestamp    = {Mon, 16 Feb 2026 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2601-13244.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2601-18334,
  author       = {Cl{\'{e}}ment Christophe and
                  Wadood M. Abdul and
                  Prateek Munjal and
                  Tathagata Raha and
                  Ronnie Rajan and
                  Praveenkumar Kanithi},
  title        = {Overalignment in Frontier LLMs: An Empirical Study of Sycophantic
                  Behaviour in Healthcare},
  journal      = {CoRR},
  volume       = {abs/2601.18334},
  year         = {2026},
  url          = {https://doi.org/10.48550/arXiv.2601.18334},
  doi          = {10.48550/ARXIV.2601.18334},
  eprinttype   = {arXiv},
  eprint       = {2601.18334},
  timestamp    = {Tue, 24 Feb 2026 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2601-18334.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/npjdm/MunjalARJAAPK25,
  author       = {Prateek Munjal and
                  Ahmed Al{-}Mahrooqi and
                  Ronnie Rajan and
                  Andrew Jeremijenko and
                  Iftikhar Ahmad and
                  Muhammad Imran Akhtar and
                  Marco A. F. Pimentel and
                  Shadab Khan},
  title        = {Population-scale cross-sectional observational study for AI-powered
                  {TB} screening on one million CXRs},
  journal      = {npj Digit. Medicine},
  volume       = {8},
  number       = {1},
  year         = {2025},
  url          = {https://doi.org/10.1038/s41746-025-01832-7},
  doi          = {10.1038/S41746-025-01832-7},
  timestamp    = {Tue, 19 Aug 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/npjdm/MunjalARJAAPK25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2404-14779,
  author       = {Cl{\'{e}}ment Christophe and
                  Praveen K. Kanithi and
                  Prateek Munjal and
                  Tathagata Raha and
                  Nasir Hayat and
                  Ronnie Rajan and
                  Ahmed Al{-}Mahrooqi and
                  Avani Gupta and
                  Muhammad Umar Salman and
                  Gurpreet Gosal and
                  Bhargav Kanakiya and
                  Charles Chen and
                  Natalia Vassilieva and
                  Boulbaba Ben Amor and
                  Marco AF Pimentel and
                  Shadab Khan},
  title        = {Med42 - Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter
                  vs. Parameter-Efficient Approaches},
  journal      = {CoRR},
  volume       = {abs/2404.14779},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2404.14779},
  doi          = {10.48550/ARXIV.2404.14779},
  eprinttype   = {arXiv},
  eprint       = {2404.14779},
  timestamp    = {Sun, 04 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2404-14779.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2407-21072,
  author       = {Marco AF Pimentel and
                  Cl{\'{e}}ment Christophe and
                  Tathagata Raha and
                  Prateek Munjal and
                  Praveen K. Kanithi and
                  Shadab Khan},
  title        = {Beyond Metrics: {A} Critical Analysis of the Variability in Large
                  Language Model Evaluation Frameworks},
  journal      = {CoRR},
  volume       = {abs/2407.21072},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2407.21072},
  doi          = {10.48550/ARXIV.2407.21072},
  eprinttype   = {arXiv},
  eprint       = {2407.21072},
  timestamp    = {Wed, 21 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2407-21072.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cvpr/MunjalHHSK22,
  author       = {Prateek Munjal and
                  Nasir Hayat and
                  Munawar Hayat and
                  Jamshid Sourati and
                  Shadab Khan},
  title        = {Towards Robust and Reproducible Active Learning using Neural Networks},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
  pages        = {223--232},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/CVPR52688.2022.00032},
  doi          = {10.1109/CVPR52688.2022.00032},
  timestamp    = {Sun, 19 Jan 2025 13:39:04 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/MunjalHHSK22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ijcnn/MunjalPK20,
  author       = {Prateek Munjal and
                  Akanksha Paul and
                  Narayanan C. Krishnan},
  title        = {Implicit Discriminator in Variational Autoencoder},
  booktitle    = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
                  Glasgow, United Kingdom, July 19-24, 2020},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/IJCNN48605.2020.9207307},
  doi          = {10.1109/IJCNN48605.2020.9207307},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/MunjalPK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2002-09564,
  author       = {Prateek Munjal and
                  Nasir Hayat and
                  Munawar Hayat and
                  Jamshid Sourati and
                  Shadab Khan},
  title        = {Towards Robust and Reproducible Active Learning Using Neural Networks},
  journal      = {CoRR},
  volume       = {abs/2002.09564},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.09564},
  eprinttype   = {arXiv},
  eprint       = {2002.09564},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-09564.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2004-02038,
  author       = {Ahmed H. Shahin and
                  Prateek Munjal and
                  Ling Shao and
                  Shadab Khan},
  title        = {{FAIRS} - Soft Focus Generator and Attention for Robust Object Segmentation
                  from Extreme Points},
  journal      = {CoRR},
  volume       = {abs/2004.02038},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.02038},
  eprinttype   = {arXiv},
  eprint       = {2004.02038},
  timestamp    = {Wed, 08 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-02038.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cvpr/PaulKM19,
  author       = {Akanksha Paul and
                  Narayanan C. Krishnan and
                  Prateek Munjal},
  title        = {Semantically Aligned Bias Reducing Zero Shot Learning},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
                  2019, Long Beach, CA, USA, June 16-20, 2019},
  pages        = {7056--7065},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2019},
  url          = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Paul\_Semantically\_Aligned\_Bias\_Reducing\_Zero\_Shot\_Learning\_CVPR\_2019\_paper.html},
  doi          = {10.1109/CVPR.2019.00722},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/PaulKM19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1904-07659,
  author       = {Akanksha Paul and
                  Narayanan C. Krishnan and
                  Prateek Munjal},
  title        = {Semantically Aligned Bias Reducing Zero Shot Learning},
  journal      = {CoRR},
  volume       = {abs/1904.07659},
  year         = {2019},
  url          = {http://arxiv.org/abs/1904.07659},
  eprinttype   = {arXiv},
  eprint       = {1904.07659},
  timestamp    = {Fri, 26 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1904-07659.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1909-13062,
  author       = {Prateek Munjal and
                  Akanksha Paul and
                  Narayanan C. Krishnan},
  title        = {Implicit Discriminator in Variational Autoencoder},
  journal      = {CoRR},
  volume       = {abs/1909.13062},
  year         = {2019},
  url          = {http://arxiv.org/abs/1909.13062},
  eprinttype   = {arXiv},
  eprint       = {1909.13062},
  timestamp    = {Wed, 02 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1909-13062.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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