Jayaraman, Pradeep Kumar

11 publications

ICCV 2025 Aligning Constraint Generation with Design Intent in Parametric CAD Evan Casey, Tianyu Zhang, Shu Ishida, John Roger Thompson, Amir Khasahmadi, Joseph George Lambourne, Pradeep Kumar Jayaraman, Karl D.D. Willis

AAAI 2025 Deep Generative Model for Mechanical System Configuration Design Yasaman Etesam, Hyunmin Cheong, Mohammadmehdi Ataei, Pradeep Kumar Jayaraman

ECCV 2024 CadVLM: Bridging Language and Vision in the Generation of Parametric CAD Sketches Sifan Wu, Amir Hosein Khasahmadi, Mor Katz, Pradeep Kumar Jayaraman, Yewen Pu, Karl D.D. Willis, Bang Liu

ICML 2023 Hierarchical Neural Coding for Controllable CAD Model Generation Xiang Xu, Pradeep Kumar Jayaraman, Joseph George Lambourne, Karl D.D. Willis, Yasutaka Furukawa

TMLR 2023 SolidGen: An Autoregressive Model for Direct B-Rep Synthesis Pradeep Kumar Jayaraman, Joseph George Lambourne, Nishkrit Desai, Karl Willis, Aditya Sanghi, Nigel J. W. Morris

CVPR 2022 JoinABLe: Learning Bottom-up Assembly of Parametric CAD Joints Karl D.D. Willis, Pradeep Kumar Jayaraman, Hang Chu, Yunsheng Tian, Yifei Li, Daniele Grandi, Aditya Sanghi, Linh Tran, Joseph G. Lambourne, Armando Solar-Lezama, Wojciech Matusik

ICML 2022 SkexGen: Autoregressive Generation of CAD Construction Sequences with Disentangled Codebooks Xiang Xu, Karl D.D. Willis, Joseph G Lambourne, Chin-Yi Cheng, Pradeep Kumar Jayaraman, Yasutaka Furukawa

CVPR 2021 BRepNet: A Topological Message Passing System for Solid Models Joseph G. Lambourne, Karl D.D. Willis, Pradeep Kumar Jayaraman, Aditya Sanghi, Peter Meltzer, Hooman Shayani

CVPRW 2021 Engineering Sketch Generation for Computer-Aided Design Karl D. D. Willis, Pradeep Kumar Jayaraman, Joseph G. Lambourne, Hang Chu, Yewen Pu

CVPR 2021 UV-Net: Learning from Boundary Representations Pradeep Kumar Jayaraman, Aditya Sanghi, Joseph G. Lambourne, Karl D.D. Willis, Thomas Davies, Hooman Shayani, Nigel Morris

ICCV 2021 UVStyle-Net: Unsupervised Few-Shot Learning of 3D Style Similarity Measure for B-Reps Peter Meltzer, Hooman Shayani, Amir Khasahmadi, Pradeep Kumar Jayaraman, Aditya Sanghi, Joseph Lambourne