Info3D: Representation Learning on 3D Objects Using Mutual Information Maximization and Contrastive Learning. - Aditya Sanghi (ECCV (29), 2020)

How Powerful Are Randomly Initialized Pointcloud Set Functions? - Aditya Sanghi; Pradeep Kumar Jayaraman (CoRR, 2020)

Jigsaw-VAE: Towards Balancing Features in Variational Autoencoders. - Saeid Asgari Taghanaki; Mohammad Havaei; Alex Lamb; Aditya Sanghi; Ara Danielyan; Tonya Custis (CoRR, 2020)

UV-Net: Learning from Curve-Networks and Solids. - Pradeep Kumar Jayaraman; Aditya Sanghi; Joseph G. Lambourne; Thomas Davies; Hooman Shayani; Nigel J. W. Morris (CoRR, 2020)

UV-Net: Learning From Boundary Representations. - Pradeep Kumar Jayaraman; Aditya Sanghi; Joseph G. Lambourne; Karl D. D. Willis; Thomas Davies; Hooman Shayani; Nigel J. W. Morris (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 (CVPR, 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 G. Lambourne (ICCV, 2021)

CLIP-Forge: Towards Zero-Shot Text-to-Shape Generation. - Aditya Sanghi; Hang Chu; Joseph G. Lambourne; Ye Wang; Chin-Yi Cheng; Marco Fumero (CoRR, 2021)

Group-disentangled Representation Learning with Weakly-Supervised Regularization. - Linh Tran; Amir Hosein Khasahmadi; Aditya Sanghi; Saeid Asgari Taghanaki (CoRR, 2021)

UNIST: Unpaired Neural Implicit Shape Translation Network. - Qimin Chen; Johannes Merz; Aditya Sanghi; Hooman Shayani; Ali Mahdavi-Amiri; Hao Zhang 002 (CVPR, 2022)

CLIP-Forge: Towards Zero-Shot Text-to-Shape Generation. - Aditya Sanghi; Hang Chu; Joseph G. Lambourne; Ye Wang; Chin-Yi Cheng; Marco Fumero; Kamal Rahimi Malekshan (CVPR, 2022)

JoinABLe: Learning Bottom-up Assembly of Parametric CAD Joints. - Karl D. D. Willis; Pradeep Kumar Jayaraman; Hang Chu; Yunsheng Tian; Yifei Li 002; Daniele Grandi; Aditya Sanghi; Linh Tran; Joseph G. Lambourne; Armando Solar-Lezama; Wojciech Matusik (CVPR, 2022)

CAPRI-Net: Learning Compact CAD Shapes with Adaptive Primitive Assembly. - Fenggen Yu; Zhiqin Chen; Manyi Li; Aditya Sanghi; Hooman Shayani; Ali Mahdavi-Amiri; Hao Zhang 002 (CVPR, 2022)

Reconstructing editable prismatic CAD from rounded voxel models. - Joseph George Lambourne; Karl D. D. Willis; Pradeep Kumar Jayaraman; Longfei Zhang; Aditya Sanghi; Kamal Rahimi Malekshan (SIGGRAPH Asia, 2022)

TextCraft: Zero-Shot Generation of High-Fidelity and Diverse Shapes from Text. - Aditya Sanghi; Rao Fu; Vivian Liu; Karl D. D. Willis; Hooman Shayani; Amir Hosein Khasahmadi; Srinath Sridhar 002; Daniel Ritchie (CoRR, 2022)

CLIP-Sculptor: Zero-Shot Generation of High-Fidelity and Diverse Shapes from Natural Language. - Aditya Sanghi; Rao Fu; Vivian Liu; Karl D. D. Willis; Hooman Shayani; Amir Hosein Khasahmadi; Srinath Sridhar 002; Daniel Ritchie (CVPR, 2023)

Sketch-A-Shape: Zero-Shot Sketch-to-3D Shape Generation. - Aditya Sanghi; Pradeep Kumar Jayaraman; Arianna Rampini; Joseph G. Lambourne; Hooman Shayani; Evan Atherton; Saeid Asgari Taghanaki (CoRR, 2023)

Learned Visual Features to Textual Explanations. - Saeid Asgari Taghanaki; Aliasghar Khani; Amir Khasahmadi; Aditya Sanghi; Karl D. D. Willis; Ali Mahdavi-Amiri (CoRR, 2023)

SolidGen: An Autoregressive Model for Direct B-rep Synthesis. - Pradeep Kumar Jayaraman; Joseph George Lambourne; Nishkrit Desai; Karl D. D. Willis; Aditya Sanghi; Nigel J. W. Morris (Trans. Mach. Learn. Res., 2023)

SLiMe: Segment Like Me. - Aliasghar Khani; Saeid Asgari Taghanaki; Aditya Sanghi; Ali Mahdavi-Amiri; Ghassan Hamarneh (ICLR, 2024)

Make-A-Shape: a Ten-Million-scale 3D Shape Model. - Ka-Hei Hui; Aditya Sanghi; Arianna Rampini; Kamal Rahimi Malekshan; Zhengzhe Liu; Hooman Shayani; Chi-Wing Fu (ICML, 2024)

Wavelet Latent Diffusion (Wala): Billion-Parameter 3D Generative Model with Compact Wavelet Encodings. - Aditya Sanghi; Aliasghar Khani; Pradyumna Reddy; Arianna Rampini; Derek Cheung; Kamal Rahimi Malekshan; Kanika Madan; Hooman Shayani (CoRR, 2024)