Sanghi, Aditya
- CLIP-Forge: Towards Zero-Shot Text-to-Shape Generation
2021/10/06 by Aditya Sanghi, Hang Chu, Sanghi, Aditya +11 · 15 citations
Computer Science · Engineering · #Handwritten Text Recognition Techniques #Multimodal Machine Learning Applications #Human Motion and Animation
- BRepNet: A topological message passing system for solid models
2021/04/01 by Lambourne, Joseph G., Willis, Karl D. D., Jayaraman, Pradeep Kumar +3 · 9 citations
#68T07 #68T10 #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.3.5 #I.5.1 #Machine Learning (cs.LG)
- SolidGen: An Autoregressive Model for Direct B-rep Synthesis
2022/03/26 by Jayaraman, Pradeep Kumar, Lambourne, Joseph G., Desai, Nishkrit +3 · 10 citations
#68T07 #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #I.2.m #I.3.5 #J.6 #Machine Learning (cs.LG)
- CAPRI-Net: Learning Compact CAD Shapes with Adaptive Primitive Assembly
2021/04/12 by Fenggen Yu, Yu, Fenggen, Zhiqin Chen +11 · 8 citations
Engineering · #3D Shape Modeling and Analysis #Manufacturing Process and Optimization #Advanced Numerical Analysis Techniques
- Info3D: Representation Learning on 3D Objects using Mutual Information\n Maximization and Contrastive Learning
2020/06/03 by Aditya Sanghi, Sanghi, Aditya · 6 citations
Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #electronic engineering #information engineering
- JoinABLe: Learning Bottom-up Assembly of Parametric CAD Joints
2021/11/24 by Karl D. D. Willis, Willis, Karl D. D., Pradeep Kumar Jayaraman +19 · 7 citations
Engineering · #Manufacturing Process and Optimization #Additive Manufacturing and 3D Printing Technologies #3D Shape Modeling and Analysis
- Make-A-Shape: a Ten-Million-scale 3D Shape Model
2024/01/20 by Ka-Hei Hui, Aditya Sanghi, Hui, Ka-Hei +11 · 8 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image and Video Retrieval Techniques #Image Processing and 3D Reconstruction
- CLIP-Sculptor: Zero-Shot Generation of High-Fidelity and Diverse Shapes from Natural Language
2022/11/02 by Aditya Sanghi, Sanghi, Aditya, Rao Fu +13 · 4 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction
- SLiMe: Segment Like Me
2023/09/06 by Aliasghar Khani, Khani, Aliasghar, Saeid Asgari Taghanaki +7 · 2 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis
- Jigsaw-VAE: Towards Balancing Features in Variational Autoencoders
2020/05/12 by Taghanaki, Saeid Asgari, Havaei, Mohammad, Lamb, Alex +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Wavelet Latent Diffusion (Wala): Billion-Parameter 3D Generative Model with Compact Wavelet Encodings
2024/11/12 by Sanghi, Aditya, Khani, Aliasghar, Reddy, Pradyumna +5 · 3 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Sketch-A-Shape: Zero-Shot Sketch-to-3D Shape Generation
2023/07/08 by Sanghi, Aditya, Jayaraman, Pradeep Kumar, Rampini, Arianna +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences