Mohamed Abdelsamad

According to our database, Mohamed Abdelsamad authored at least 8 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Towards Foundation Models for 3D Scene Understanding: Instance-Aware Self-Supervised Learning for Point Clouds.

Bin Yang, Mohamed Abdelsamad, Miao Zhang, Alexandru Paul Condurache

CoRR, March, 2026

DOS: Distilling Observable Softmaps of Zipfian Prototypes for Self-Supervised Point Representation.

Mohamed Abdelsamad, Michael Ulrich, Bin Yang, Miao Zhang, Yakov Miron, Abhinav Valada

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Multi-Scale Neighborhood Occupancy Masked Autoencoder for Self-Supervised Learning in LiDAR Point Clouds.

Mohamed Abdelsamad, Michael Ulrich, Claudius Gläser, Abhinav Valada

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2023

USIS: Unsupervised Semantic Image Synthesis.

George Eskandar, Mohamed Abdelsamad, Karim Armanious, Bin Yang

Comput. Graph., April, 2023

Towards Discriminative and Transferable One-Stage Few-Shot Object Detectors.

Karim Guirguis, Mohamed Abdelsamad, George Eskandar, Ahmed Hendawy, Matthias Kayser, Bin Yang, Juergen Beyerer

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

A Semi-Paired Approach for Label-to-Image Translation.

George Eskandar, Shuai Zhang, Mohamed Abdelsamad, Mark Youssef, Diandian Guo, Bin Yang

Proceedings of the IEEE International Conference on Image Processing, 2023

2022

Wavelet-Based Unsupervised Label-to-Image Translation.

George Eskandar, Mohamed Abdelsamad, Karim Armanious, Shuai Zhang, Bin Yang

Proceedings of the IEEE International Conference on Acoustics, 2022

CFA: Constraint-based Finetuning Approach for Generalized Few-Shot Object Detection.

Karim Guirguis, Ahmed Hendawy, George Eskandar, Mohamed Abdelsamad, Matthias Kayser, Jürgen Beyerer

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022