Pradeep Kumar Jayaraman
Principal Research Scientist
Americas
Biography
Pradeep Kumar Jayaraman is a Principal Research Scientist with the Simulation, Optimization and Systems group at Autodesk Research, Toronto, Canada. His current research interests are in shape optimization, generative modeling, and applications of machine learning in computer-aided design. Prior to joining Autodesk Research in 2019, Pradeep was a Postdoctoral Research Fellow at the Multimedia and Interactive Computing Lab, Nanyang Technological University, Singapore. He received his Ph.D. in Computer Science and Engineering, also from Nanyang Technological University in 2017, and B.Tech. in Information Technology from Anna University, India, in 2009.
Publications
2022
SkexGen: Autoregressive Generation of CAD Construction Sequences with Disentangled Codebooks
We present SkexGen, a novel autoregressive generative model for…
2022
Neon: A Multi-GPU Programming Model for Grid-based Computations
We present Neon, a new programming model for grid-based computation…
2022
JoinABLe: Learning Bottom-up Assembly of Parametric CAD Joints
Physical products are often complex assemblies combining a multitude…
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