Search Results for author: Rucha Apte

Found 3 papers, 0 papers with code

Diffusion model based data generation for partial differential equations

no code implementations19 Jun 2023 Rucha Apte, Sheel Nidhan, Rishikesh Ranade, Jay Pathak

In a preliminary attempt to address the problem of data scarcity in physics-based machine learning, we introduce a novel methodology for data generation in physics-based simulations.

Systematic Analysis of Image Generation using GANs

no code implementations30 Aug 2019 Rohan Akut, Sumukh Marathe, Rucha Apte, Ishan Joshi, Siddhivinayak Kulkarni

The advantages of GANs for image generation over conventional methods as well their disadvantages amongst other frameworks are presented.

Image Generation Philosophy

Cannot find the paper you are looking for? You can Submit a new open access paper.