Prateek Munjal

According to our database, Prateek Munjal authored at least 9 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Overalignment in Frontier LLMs: An Empirical Study of Sycophantic Behaviour in Healthcare.

Clément Christophe, Wadood M. Abdul, Prateek Munjal, Tathagata Raha, Ronnie Rajan, Praveenkumar Kanithi

CoRR, January, 2026

Do Instruction-Tuned Models Always Perform Better Than Base Models? Evidence from Math and Domain-Shifted Benchmarks.

Prateek Munjal, Clément Christophe, Ronnie Rajan, Praveenkumar Kanithi

CoRR, January, 2026

2025

Population-scale cross-sectional observational study for AI-powered TB screening on one million CXRs.

Prateek Munjal, Ahmed Al-Mahrooqi, Ronnie Rajan, Andrew Jeremijenko, Iftikhar Ahmad, Muhammad Imran Akhtar, Marco A. F. Pimentel, Shadab Khan

npj Digit. Medicine, 2025

2024

Beyond Metrics: A Critical Analysis of the Variability in Large Language Model Evaluation Frameworks.

Marco AF Pimentel, Clément Christophe, Tathagata Raha, Prateek Munjal, Praveen K. Kanithi, Shadab Khan

CoRR, 2024

Med42 - Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches.

Clément Christophe, Praveen K. Kanithi, Prateek Munjal, Tathagata Raha, Nasir Hayat, Ronnie Rajan, Ahmed Al-Mahrooqi, Avani Gupta, Muhammad Umar Salman, Gurpreet Gosal, Bhargav Kanakiya, Charles Chen, Natalia Vassilieva, Boulbaba Ben Amor, Marco AF Pimentel, Shadab Khan

CoRR, 2024

2022

Towards Robust and Reproducible Active Learning using Neural Networks.

Prateek Munjal, Nasir Hayat, Munawar Hayat, Jamshid Sourati, Shadab Khan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2020

FAIRS - Soft Focus Generator and Attention for Robust Object Segmentation from Extreme Points.

Ahmed H. Shahin, Prateek Munjal, Ling Shao, Shadab Khan

CoRR, 2020

Implicit Discriminator in Variational Autoencoder.

Prateek Munjal, Akanksha Paul, Narayanan C. Krishnan

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

Semantically Aligned Bias Reducing Zero Shot Learning.

Akanksha Paul, Narayanan C. Krishnan, Prateek Munjal

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019