| 2026 | ICPR | EntangleNet: An Entanglement-Based Preprocessing Framework for Robust Defense Against Adversarial Attacks. | Mohammad Al-Fawa'reh, Luke Kelly, Martin Masek, Jumana Abu-Khalaf |
| 2025 | DICTA | Estimating Femoral Neck Bone Mineral Density from Distal Radius X-Rays Using Deep Learning. | Mohammad Al-Fawa'reh, Brandon Abela, Luke Kelly, Jumana Abu-Khalaf, Martin Masek, David Suter, Ashu Gupta |
| 2024 | ACL | Spatially-Aware Speaker for Vision-and-Language Navigation Instruction Generation. | Muraleekrishna Gopinathan, Martin Masek, Jumana Abu-Khalaf, David Suter |
| 2024 | AIME | An Exploration of Diabetic Foot Osteomyelitis X-ray Data for Deep Learning Applications. | Brandon Abela, Martin Masek, Jumana Abu-Khalaf, David Suter, Ashu Gupta |
| 2024 | ICIP | Segment Any Object Model (SAOM): Real-To-Simulation Fine-Tuning Strategy For Multi-Class Multi-Instance Segmentation. | Mariia Khan, Yue Qiu, Yuren Cong, Bodo Rosenhahn, Jumana Abu-Khalaf, David Suter |
| 2024 | IROS | StratXplore: Strategic Novelty-seeking and Instruction-aligned Exploration for Vision and Language Navigation. | Muraleekrishna Gopinathan, Jumana Abu-Khalaf, David Suter, Martin Masek |
| 2024 | IROS | Indoor Scene Change Understanding (SCU): Segment, Describe, and Revert Any Change. | Mariia Khan, Yue Qiu, Yuren Cong, Bodo Rosenhahn, David Suter, Jumana Abu-Khalaf |
| 2024 | WISE | Therapying Outside the Box: Innovating the Implementation and Evaulation of CBT in Therapeutic Artificial Agents. | Sharjeel Tahir, Jumana Abu-Khalaf, Syed Afaq Ali Shah, Judith Johnson |
| 2021 | DICTA | Indoor Semantic Scene Understanding Using 2D-3D Fusion. | Muraleekrishna Gopinathan, Giang Truong, Jumana Abu-Khalaf |
| 2021 | DICTA | Overlapping Cell Nuclei Segmentation in Digital Histology Images using Intensity-based Contours. | Md Shamim Hossain, Leisa J. Armstrong, Jumana Abu-Khalaf, David M. Cook, Pauline Zaenker |
| 2021 | DICTA | Seagrass Detection from Underwater Digital Images using Faster R-CNN with NASNet. | Md Kislu Noman, Syed Mohammed Shamsul Islam, Jumana Abu-Khalaf, Paul Lavery |
| 2021 | IVCNZ | Multi-species Seagrass Detection Using Semi-supervised Learning. | Md Kislu Noman, Syed Mohammed Shamsul Islam, Jumana Abu-Khalaf, Paul Lavery |