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Publication search results
found 40 matches
- 2024
- Shijie Bian, Daniele Grandi, Tianyang Liu, Pradeep Kumar Jayaraman, Karl D. D. Willis, Elliot Sadler, Bodia Borijin, Thomas Lu, Richard Otis, Nhut Ho, Bingbing Li:
HG-CAD: Hierarchical Graph Learning for Material Prediction and Recommendation in Computer-Aided Design. J. Comput. Inf. Sci. Eng. 24(1) (2024) - Xiang Xu, Joseph G. Lambourne, Pradeep Kumar Jayaraman, Zhengqing Wang, Karl D. D. Willis, Yasutaka Furukawa:
BrepGen: A B-rep Generative Diffusion Model with Structured Latent Geometry. ACM Trans. Graph. 43(4): 119:1-119:14 (2024) - Xiang Xu, Joseph G. Lambourne, Pradeep Kumar Jayaraman, Zhengqing Wang, Karl D. D. Willis, Yasutaka Furukawa:
BrepGen: A B-rep Generative Diffusion Model with Structured Latent Geometry. CoRR abs/2401.15563 (2024) - Yasaman Etesam, Hyunmin Cheong, Mohammadmehdi Ataei, Pradeep Kumar Jayaraman:
Deep Generative Model for Mechanical System Configuration Design. CoRR abs/2409.06016 (2024) - Sifan Wu, Amir Khasahmadi, Mor Katz, Pradeep Kumar Jayaraman, Yewen Pu, Karl D. D. Willis, Bang Liu:
CadVLM: Bridging Language and Vision in the Generation of Parametric CAD Sketches. CoRR abs/2409.17457 (2024) - 2023
- Nigel J. W. Morris, Pradeep Kumar Jayaraman, Adrian Butscher:
BeNTO: Beam Network Topology Optimization. Comput. Aided Des. 156: 103439 (2023) - Pradeep Kumar Jayaraman, Joseph George Lambourne, Nishkrit Desai, Karl D. D. Willis, Aditya Sanghi, Nigel J. W. Morris:
SolidGen: An Autoregressive Model for Direct B-rep Synthesis. Trans. Mach. Learn. Res. 2023 (2023) - Xiang Xu, Pradeep Kumar Jayaraman, Joseph George Lambourne, Karl D. D. Willis, Yasutaka Furukawa:
Hierarchical Neural Coding for Controllable CAD Model Generation. ICML 2023: 38443-38461 - Xiang Xu, Pradeep Kumar Jayaraman, Joseph G. Lambourne, Karl D. D. Willis, Yasutaka Furukawa:
Hierarchical Neural Coding for Controllable CAD Model Generation. CoRR abs/2307.00149 (2023) - Aditya Sanghi, Pradeep Kumar Jayaraman, Arianna Rampini, Joseph G. Lambourne, Hooman Shayani, Evan Atherton, Saeid Asgari Taghanaki:
Sketch-A-Shape: Zero-Shot Sketch-to-3D Shape Generation. CoRR abs/2307.03869 (2023) - 2022
- Naimin Koh, Pradeep Kumar Jayaraman, Jianmin Zheng:
Truncated octree and its applications. Vis. Comput. 38(4): 1167-1179 (2022) - 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:
JoinABLe: Learning Bottom-up Assembly of Parametric CAD Joints. CVPR 2022: 15828-15839 - Xiang Xu, Karl D. D. Willis, Joseph G. Lambourne, Chin-Yi Cheng, Pradeep Kumar Jayaraman, Yasutaka Furukawa:
SkexGen: Autoregressive Generation of CAD Construction Sequences with Disentangled Codebooks. ICML 2022: 24698-24724 - Massimiliano Meneghin, Ahmed H. Mahmoud, Pradeep Kumar Jayaraman, Nigel J. W. Morris:
Neon: A Multi-GPU Programming Model for Grid-based Computations. IPDPS 2022: 817-827 - Joseph George Lambourne, Karl D. D. Willis, Pradeep Kumar Jayaraman, Longfei Zhang, Aditya Sanghi, Kamal Rahimi Malekshan:
Reconstructing editable prismatic CAD from rounded voxel models. SIGGRAPH Asia 2022: 53:1-53:9 - Pradeep Kumar Jayaraman, Joseph G. Lambourne, Nishkrit Desai, Karl D. D. Willis, Aditya Sanghi, Nigel J. W. Morris:
SolidGen: An Autoregressive Model for Direct B-rep Synthesis. CoRR abs/2203.13944 (2022) - Xiang Xu, Karl D. D. Willis, Joseph G. Lambourne, Chin-Yi Cheng, Pradeep Kumar Jayaraman, Yasutaka Furukawa:
SkexGen: Autoregressive Generation of CAD Construction Sequences with Disentangled Codebooks. CoRR abs/2207.04632 (2022) - Joseph G. Lambourne, Karl D. D. Willis, Pradeep Kumar Jayaraman, Longfei Zhang, Aditya Sanghi, Kamal Rahimi Malekshan:
Reconstructing editable prismatic CAD from rounded voxel models. CoRR abs/2209.01161 (2022) - 2021
- Pradeep Kumar Jayaraman, Aditya Sanghi, Joseph G. Lambourne, Karl D. D. Willis, Thomas Davies, Hooman Shayani, Nigel J. W. Morris:
UV-Net: Learning From Boundary Representations. CVPR 2021: 11703-11712 - Joseph G. Lambourne, Karl D. D. Willis, Pradeep Kumar Jayaraman, Aditya Sanghi, Peter Meltzer, Hooman Shayani:
BRepNet: A Topological Message Passing System for Solid Models. CVPR 2021: 12773-12782 - Karl D. D. Willis, Pradeep Kumar Jayaraman, Joseph G. Lambourne, Hang Chu, Yewen Pu:
Engineering Sketch Generation for Computer-Aided Design. CVPR Workshops 2021: 2105-2114 - Peter Meltzer, Hooman Shayani, Amir Khasahmadi, Pradeep Kumar Jayaraman, Aditya Sanghi, Joseph G. Lambourne:
UVStyle-Net: Unsupervised Few-shot Learning of 3D Style Similarity Measure for B-Reps. ICCV 2021: 9670-9679 - Joseph G. Lambourne, Karl D. D. Willis, Pradeep Kumar Jayaraman, Aditya Sanghi, Peter Meltzer, Hooman Shayani:
BRepNet: A topological message passing system for solid models. CoRR abs/2104.00706 (2021) - Karl D. D. Willis, Pradeep Kumar Jayaraman, Joseph G. Lambourne, Hang Chu, Yewen Pu:
Engineering Sketch Generation for Computer-Aided Design. CoRR abs/2104.09621 (2021) - Peter Meltzer, Hooman Shayani, Amir Khasahmadi, Pradeep Kumar Jayaraman, Aditya Sanghi, Joseph G. Lambourne:
UVStyle-Net: Unsupervised Few-shot Learning of 3D Style Similarity Measure for B-Reps. CoRR abs/2105.02961 (2021) - 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:
JoinABLe: Learning Bottom-up Assembly of Parametric CAD Joints. CoRR abs/2111.12772 (2021) - 2020
- Naimin Koh, Pradeep Kumar Jayaraman, Jianmin Zheng:
Parallel Point Cloud Compression Using Truncated Octree. CW 2020: 1-8 - Aditya Sanghi, Pradeep Kumar Jayaraman:
How Powerful Are Randomly Initialized Pointcloud Set Functions? CoRR abs/2003.05410 (2020) - Pradeep Kumar Jayaraman, Aditya Sanghi, Joseph G. Lambourne, Thomas Davies, Hooman Shayani, Nigel J. W. Morris:
UV-Net: Learning from Curve-Networks and Solids. CoRR abs/2006.10211 (2020) - Saeid Asgari Taghanaki, Kaveh Hassani, Pradeep Kumar Jayaraman, Amir Hosein Khas Ahmadi, Tonya Custis:
PointMask: Towards Interpretable and Bias-Resilient Point Cloud Processing. CoRR abs/2007.04525 (2020)
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