8125 Paint Branch Dr
College Park, MD 20742
I am a PhD Student at the University of Maryland, College Park advised by Professor Tom Goldstein. My broad research interest lies in improving the understanding of Deep Neural Networks empirically and hence improving it’s training and inference. My research work ranges from algorithmic synthesis with neural networks to watermarking neural networks to investigating neural network’s behaviors. Currently, I am understanding the mechanisms behind the working of diffusion models and thus improving them for different AI generation tasks. Prior to UMD, I worked as a software developer with Visa in Data Product Development divison and received my Bachelors and Masters (Dual Degree) from IIT Kharagpur in Electrical Engineering. My CV is available here.
Along with research, I enjoy playing keyboard, hiking, swimming and running.
|Sep 15, 2022||Scalable Algorithm Synthesis is accepted to Neurips’22!|
|Sep 6, 2022||Cold-Diffusion hits 400+ stars on github!|
|Aug 22, 2022||Cold-Diffusion is on arxiv!|
|May 15, 2022||Certified NN Watermarks is accepted as ICML’22 Spotlight!|
|Mar 21, 2022||Can NNs learn the same… is accepted as CVPR’22 Oral!|
|Jan 22, 2021||Started my PhD at University of Maryland!|
|May 22, 2019||Graduated with Dual Degree from IIT Kharagpur!|