3D Diffusion Models for Generating and Understanding 3D Scenes

Status	Active
Effective start/end date	1/04/24 → 31/05/27

Class-Partitioned VQ-VAE and Latent Flow Matching for Point Cloud Scene Generation
Edirimuni, D. D. S. & Mian, A. S., 14 Mar 2026, (E-pub ahead of print) In: Proceedings of the AAAI Conference on Artificial Intelligence. 40, 5, p. 3542-3550 9 p.
Research output: Contribution to journal › Conference article › peer-review

Open Access
DiffCom: Decoupled Sparse Priors Guided Diffusion Compression for Point Clouds
Zhang, X., Wu, Z., Feng, M., Nasim, M., Anwar, S. & Mian, A., 1 Jun 2026, In: IEEE Transactions on Circuits and Systems for Video Technology. 36, 6, p. 8952-8964 13 p.
Research output: Contribution to journal › Article › peer-review
Diff9D: Diffusion-Based Domain-Generalized Category-Level 9-DoF Object Pose Estimation
Liu, J., Sun, W., Yang, H., Deng, P., Liu, C., Sebe, N., Rahmani, H. & Mian, A., Jul 2025, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 47, 7, p. 5520-5537 18 p.
Research output: Contribution to journal › Article › peer-review

Open Access
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