Pradyumna Reddy
Senior AI Research Scientist
Europe
Biography
Currently, Pradyumna’s research is focused on high-resolution 3D generative models.
Pradyumna was a PhD student working with Smart Geometry Group, at University College London, where his PhD advisor was Prof. Niloy J. Mitra. During his PhD, Pradyumna had the opportunity to intern at Google Brain Amsterdam (Now Deepmind) and 2 x Adobe Research Creative Intelligence Lab.
Pradyumna completed his B.E Hons Computer Science and Engineering from BITS Pilani Goa. He did his undergrad-thesis at Harvard Medical School (Laboratory of Mathematics of Imaging, Psychiatry NeuroImaging Laboratory), where he worked with Prof. Yogesh Rathi. After that, Pradyumna worked as a Statistical Analyst with the Data and Analytics group at Walmart Labs for a couple of years. Following this, Pradyumna joined UCL.
Areas
Publications
2024
Wavelet Latent Diffusion: Billion-Parameter 3D Generative Model with Compact Wavelet EncodingsAddressing a common limitation of generative AI models, WaLa encodes…