Habib Slim | PhD Student

Short Bio

I am PhD student at KAUST, and an engineer from ENSIMAG. I earned a Master of Research in Data Science from Université Grenoble Alpes (UGA), during which I worked with Dr. Adrian Popescu on class-incremental learning for image classification at Université Paris-Saclay (CEA-LIST). I am currently supervised by Pr. Mohamed Elhoseiny, and am interested in 3D vision, shape generation and editing, part understanding, and part-aware generation. I have interned at Adobe Research, working with Mike Roberts, Wang Yifan, and Shariq Bhat.

My research interests gravitate around 3D computer vision, most specifically shape generation, shape editing, part understanding, and part-aware generation.

News

[Jan. 2025] One paper submitted to SIGGRAPH!
[Sep. 2025] Internship at SF successfully completed ! 🎉
[Mar. 2025] I will be interning at San Francisco during the Summer !
[Dec. 2024] Workshop proposal accepted to CVPR! 🎊
[Oct. 2024] One paper submitted to ICLR!
[Feb. 2024] One paper on 3D compositional shape editing is accepted at CVPR 2024 🎉
[Dec. 2023] Co-organizing the CVPR 2024 Workshop on Compositional 3D Vision (C3DV).
[Oct. 2023] Co-organizing the ICCV 2023 Workshop on Emotionally and Culturally Intelligent AI (WECIA).
[Apr. 2023] Released our upgraded dataset 3DCoMPaT++.
[Sep. 2023] One paper on 3D visual grounding is accepted at ICLR 2024 🎉
[Dec. 2022] Co-organizing the CVPR 2023 Workshop on Compositional 3D Vision (C3DV).
[Jul. 2022] One paper on 3D compositional learning is accepted at ECCV 2022 as an Oral 🎉

Publications [Google Scholar][DBLP]

TPAMI

3DCoMPaT++: An improved Large-scale 3D Vision Dataset for Compositional Recognition

Habib Slim, Xiang Li, Mahmoud Ahmed, Mohamed Ayman, Ujjwal Upadhyay, Ahmed Abdelreheem, Arpit Prajapati, Suhail Pothigara, Peter Wonka, Mohamed Elhoseiny

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025.

Project Page PDF Code BibTeX

CVPR

ShapeWalk: Compositional Shape Editing through Language-Guided Chains

Habib Slim, Mohamed Elhoseiny

IEEE/CVF Computer Vision and Pattern Recognition Conference, 2024

Project Page PDF BibTeX

ECCV Oral

3DCoMPaT: Composition of Materials on Parts of 3D Things

Yuchen Li*, Ujjwal Upadhyay*, Habib Slim*, Ahmed Abdelreheem, Suhail Pothigara, Peter Wonka, Mohamed Elhoseiny

European Conference on Computer Vision, 2022. Oral (2.7%)

Project Page PDF Code BibTeX

WACV

Dataset Knowledge Transfer for Class-Incremental Learning without Memory

Habib Slim*, Eden Belouadah*, Adrian Popescu, Darian Onchis

IEEE/CVF Winter Conference on Applications of Computer Vision, 2022.

PDF Code BibTeX

In Review

HuMouS: Human Motion Synthesis with Fine-Grained Control using Latent Space Manipulation of Cycle-Consistent Diffusion Models

Aymen Mir, Habib Slim, Faizan Farooq Khan, Jian Ding, Eslam Mohamed BAKR, Mohamed Elhoseiny

Under review, International Conference on Learning Representations, 2025.

ICLR

CoT3DRef: Chain-of-Thoughts Data-Efficient 3D Visual Grounding

Eslam Mohamed Bakr, Mohamed Ayman, Mahmoud Ahmed, Habib Slim, Mohamed Elhoseiny

International Conference on Learning Representations, 2024.

PDF BibTeX