Reproduced the results of the paper on the AgeDB dataset. Along with the official reproduction, tried out this loss on a Graph Regression Task, the ESOL dataset.

Worked on identifying damaged regions from damaged ancient Indian murals and using image inpainting techniques to digitally restore them. We initially created an exhaustive dataset by synthetically damaging clean images of wall paintings using binary masks and textures, followed by using segmentation models for damage segmentation and GAN architecture for image inpainting.

Working on finding the most optimum locations for placing TSVs on a 3D (NoC) Network-on-Chip using reinforcement learning and various optimization techniques.