Neurosymbolic Models for Computer Graphics
Ritchie, Daniel, Guerrero, Paul, Jones, R. Kenny, Mitra, Niloy J., Schulz, Adriana, Willis, Karl D. D., Wu, Jiajun
Published in Computer graphics forum (01.05.2023)
Published in Computer graphics forum (01.05.2023)
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Journal Article
BRepNet: A topological message passing system for solid models
Lambourne, Joseph G., Willis, Karl D. D., Jayaraman, Pradeep Kumar, Sanghi, Aditya, Meltzer, Peter, Shayani, Hooman
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
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Conference Proceeding
UV-Net: Learning from Boundary Representations
Jayaraman, Pradeep Kumar, Sanghi, Aditya, Lambourne, Joseph G., Willis, Karl D. D., Davies, Thomas, Shayani, Hooman, Morris, Nigel
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
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Conference Proceeding
CLIP-Sculptor: Zero-Shot Generation of High-Fidelity and Diverse Shapes from Natural Language
Sanghi, Aditya, Fu, Rao, Liu, Vivian, Willis, Karl D.D., Shayani, Hooman, Khasahmadi, Amir H., Sridhar, Srinath, Ritchie, Daniel
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
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Conference Proceeding
Assemble Them All: Physics-Based Planning for Generalizable Assembly by Disassembly
Tian, Yunsheng, Xu, Jie, Li, Yichen, Luo, Jieliang, Sueda, Shinjiro, Li, Hui, Willis, Karl D D, Matusik, Wojciech
Published in arXiv.org (08.11.2022)
Published in arXiv.org (08.11.2022)
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Paper
Journal Article
Reconstructing editable prismatic CAD from rounded voxel models
Lambourne, Joseph G, Willis, Karl D D, Jayaraman, Pradeep Kumar, Zhang, Longfei, Sanghi, Aditya, Kamal Rahimi Malekshan
Published in arXiv.org (02.09.2022)
Published in arXiv.org (02.09.2022)
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Paper
Journal Article
SimCURL: Simple Contrastive User Representation Learning from Command Sequences
Chu, Hang, Khasahmadi, Amir Hosein, Willis, Karl D.D., Anderson, Fraser, Mao, Yaoli, Tran, Linh, Matejka, Justin, Vermeulen, Jo
Published in 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2022)
Published in 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2022)
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Conference Proceeding
Inferring CAD Modeling Sequences Using Zone Graphs
Xu, Xianghao, Peng, Wenzhe, Cheng, Chin-Yi, Willis, Karl D.D., Ritchie, Daniel
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
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Conference Proceeding
JoinABLe: Learning Bottom-up Assembly of Parametric CAD Joints
Willis, Karl D.D., Jayaraman, Pradeep Kumar, Chu, Hang, Tian, Yunsheng, Li, Yifei, Grandi, Daniele, Sanghi, Aditya, Tran, Linh, Lambourne, Joseph G., Solar-Lezama, Armando, Matusik, Wojciech
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
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Conference Proceeding
Engineering Sketch Generation for Computer-Aided Design
Willis, Karl D. D., Jayaraman, Pradeep Kumar, Lambourne, Joseph G., Chu, Hang, Pu, Yewen
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
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Conference Proceeding
Creating Language-driven Spatial Variations of Icon Images
Xu, Xianghao, Ganeshan, Aditya, Willis, Karl D. D, Pu, Yewen, Ritchie, Daniel
Year of Publication 29.05.2024
Year of Publication 29.05.2024
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Journal Article
BrepGen: A B-rep Generative Diffusion Model with Structured Latent Geometry
Xu, Xiang, Lambourne, Joseph G, Jayaraman, Pradeep Kumar, Wang, Zhengqing, Willis, Karl D. D, Furukawa, Yasutaka
Year of Publication 27.01.2024
Year of Publication 27.01.2024
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Journal Article
Hierarchical Neural Coding for Controllable CAD Model Generation
Xu, Xiang, Jayaraman, Pradeep Kumar, Lambourne, Joseph G, Willis, Karl D. D, Furukawa, Yasutaka
Year of Publication 30.06.2023
Year of Publication 30.06.2023
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Journal Article
TExplain: Explaining Learned Visual Features via Pre-trained (Frozen) Language Models
Taghanaki, Saeid Asgari, Khani, Aliasghar, Pasand, Ali Saheb, Khasahmadi, Amir, Sanghi, Aditya, Willis, Karl D. D, Mahdavi-Amiri, Ali
Year of Publication 01.09.2023
Year of Publication 01.09.2023
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Journal Article
Neurosymbolic Models for Computer Graphics
Ritchie, Daniel, Guerrero, Paul, Jones, R. Kenny, Mitra, Niloy J, Schulz, Adriana, Willis, Karl D. D, Wu, Jiajun
Year of Publication 20.04.2023
Year of Publication 20.04.2023
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Journal Article
Next Steps for Human-Centered Generative AI: A Technical Perspective
Chen, Xiang 'Anthony', Burke, Jeff, Du, Ruofei, Hong, Matthew K, Jacobs, Jennifer, Laban, Philippe, Li, Dingzeyu, Peng, Nanyun, Willis, Karl D. D, Wu, Chien-Sheng, Zhou, Bolei
Year of Publication 27.06.2023
Year of Publication 27.06.2023
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Journal Article
SimCURL: Simple Contrastive User Representation Learning from Command Sequences
Chu, Hang, Khasahmadi, Amir Hosein, Willis, Karl D. D, Anderson, Fraser, Mao, Yaoli, Tran, Linh, Matejka, Justin, Vermeulen, Jo
Year of Publication 29.07.2022
Year of Publication 29.07.2022
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Journal Article
ASAP: Automated Sequence Planning for Complex Robotic Assembly with Physical Feasibility
Tian, Yunsheng, Willis, Karl D. D., Al Omari, Bassel, Luo, Jieliang, Ma, Pingchuan, Li, Yichen, Javid, Farhad, Gu, Edward, Jacob, Joshua, Sueda, Shinjiro, Li, Hui, Chitta, Sachin, Matusik, Wojciech
Published in 2024 IEEE International Conference on Robotics and Automation (ICRA) (13.05.2024)
Published in 2024 IEEE International Conference on Robotics and Automation (ICRA) (13.05.2024)
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Conference Proceeding
SkexGen: Autoregressive Generation of CAD Construction Sequences with Disentangled Codebooks
Xu, Xiang, Willis, Karl D. D, Lambourne, Joseph G, Cheng, Chin-Yi, Jayaraman, Pradeep Kumar, Furukawa, Yasutaka
Year of Publication 11.07.2022
Year of Publication 11.07.2022
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Journal Article