A curated collection of my research, organised by track.
My undergraduate thesis on generative models for unsupervised speech time-scale modification, under the joint supervision of Prof. Prasanta Kumar Ghosh (SPIRE Lab, IISc) and Prof. Niteesh Sahni (SNIoE) — won 2nd Prize for Best UG Thesis.
I completed 5 PhD-level courses during my undergraduate degree. These are the resources and notes I created while completing them.
Working on safety alignment of Text-to-Image & T2V diffusion and flow matching models using a neurosymbolic approach called scene graphs.
From my UG Seminar course, where we were taught how to write reports, papers, and give presentations — these are the resources and notes from that coursework.
Developing attribution techniques (Integrated Gradients, Manifold IG, Guided IG) towards neural network interpretability, extending to sequential models and LLMs.