Publications

A list of my published and forthcoming research papers. My name is highlighted in bold in the author lists below.

2025

AcceptedConferenceFeatured

Automated Cervical Vertebral Maturation Staging from a Continuous Perspective

Gagneet Singh, Author Two, Author Three

IEEE ICCCNT 2025·2025

An automated approach for assessing cervical vertebral maturation stages using deep learning and ordinal learning, enabling continuous-stage prediction from lateral cephalometric radiographs.

Medical Image AnalysisDeep LearningOrdinal Regression

Paper Code

Oral PresentationWorkshopFeatured

On the Robustness and Interpretability of Vision-Language Models

Gagneet Singh, Author Four, Author Five

NeurIPS 2025 Workshop·2025

An investigation into the failure modes, robustness, and internal mechanisms of vision-language models, with a focus on noise robustness and mechanistic interpretability.

Vision-Language ModelsInterpretabilityRobustness

Paper