FABnet: feature attention-based network for simultaneous segmentation of microvessels and nerves in routine histology images of oral cancer. - M. M. Fraz 001; Syed Ali Khurram; Simon Graham; Muhammad Shaban; Mariam Hassan; Asif Loya; Nasir M. Rajpoot (Neural Comput. Appl., 2020)

A digital score of tumour-associated stroma infiltrating lymphocytes predicts survival in head and neck squamous cell carcinoma. - Muhammad Shaban; Shan E Ahmed Raza; Mariam Hassan; Arif Jamshed; Sajid Mushtaq; Asif Loya; Nikolaos Batis; Jill Brooks; Paul Nankivell; Neil Sharma; Max Robinson; Hisham Mehanna; et al. (CoRR, 2021)

MaskCLR: Attention-Guided Contrastive Learning for Robust Action Representation Learning. - Mohamed Abdelfattah; Mariam Hassan; Alexandre Alahi (CVPR, 2024)

ThermoNeRF: Multimodal Neural Radiance Fields for Thermal Novel View Synthesis. - Mariam Hassan; Florent Forest; Olga Fink; Malcolm Mielle (CoRR, 2024)

GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control. - Mariam Hassan; Sebastian Stapf; Ahmad Rahimi; Pedro M. B. Rezende; Yasaman Haghighi; David Brüggemann; Isinsu Katircioglu; Lin Zhang; Xiaoran Chen; Suman Saha; Marco Cannici; Elie Aljalbout; et al. (CVPR, 2025)

ThermoNeRF: A multimodal Neural Radiance Field for joint RGB-thermal novel view synthesis of building facades. - Mariam Hassan; Florent Forest; Olga Fink; Malcolm Mielle (Adv. Eng. Informatics, 2025)

From Generation to Generalization: Emergent Few-Shot Learning in Video Diffusion Models. - Pablo Acuaviva; Aram Davtyan; Mariam Hassan; Sebastian Stapf; Ahmad Rahimi; Alexandre Alahi; Paolo Favaro (CoRR, 2025)