Jumana Abu-Khalaf

24 papers A 2B 1Misc 6Journal 12Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
E-THER: A Multimodal Dataset for Empathic AI - Towards Emotional Mismatch Awareness.
CoRR
Sharjeel Tahir, Judith Johnson, Jumana Abu-Khalaf, Syed Afaq Ali Shah
2025 Misc conf
Estimating Femoral Neck Bone Mineral Density from Distal Radius X-Rays Using Deep Learning.
DICTA
Mohammad Al-Fawa'reh, Brandon Abela, Luke Kelly, Jumana Abu-Khalaf, Martin Masek, David Suter, Ashu Gupta
2025 J jnl
On and off the manifold: Generation and Detection of adversarial attacks in IIoT networks.
J. Netw. Comput. Appl.
Mohammad Al-Fawa'reh, Jumana Abu-Khalaf, Naeem Janjua, Patryk Szewczyk
2025 J jnl
PanoSCU: A Simulation-Based Dataset for Panoramic Indoor Scene Understanding.
IEEE Access
Mariia Khan, Yue Qiu, Yuren Cong, Jumana Abu-Khalaf, David Suter, Bodo Rosenhahn
2024 — conf
An Exploration of Diabetic Foot Osteomyelitis X-ray Data for Deep Learning Applications.
AIME (2)
Brandon Abela, Martin Masek, Jumana Abu-Khalaf, David Suter, Ashu Gupta
2024 A conf
Indoor Scene Change Understanding (SCU): Segment, Describe, and Revert Any Change.
IROS
Mariia Khan, Yue Qiu, Yuren Cong, Bodo Rosenhahn, David Suter, Jumana Abu-Khalaf
2024 J jnl
MalBoT-DRL: Malware Botnet Detection Using Deep Reinforcement Learning in IoT Networks.
IEEE Internet Things J.
Mohammad Al-Fawa'reh, Jumana Abu-Khalaf, Patryk Szewczyk, James Jin Kang
2024 B conf
Segment Any Object Model (SAOM): Real-To-Simulation Fine-Tuning Strategy For Multi-Class Multi-Instance Segmentation.
ICIP
Mariia Khan, Yue Qiu, Yuren Cong, Bodo Rosenhahn, Jumana Abu-Khalaf, David Suter
2024 J jnl
Segment Any Object Model (SAOM): Real-to-Simulation Fine-Tuning Strategy for Multi-Class Multi-Instance Segmentation.
CoRR
Mariia Khan, Yue Qiu, Yuren Cong, Jumana Abu-Khalaf, David Suter, Bodo Rosenhahn
2024 — conf
Spatially-Aware Speaker for Vision-and-Language Navigation Instruction Generation.
ACL (1)
Muraleekrishna Gopinathan, Martin Masek, Jumana Abu-Khalaf, David Suter
2024 J jnl
Spatially-Aware Speaker for Vision-and-Language Navigation Instruction Generation.
CoRR
Muraleekrishna Gopinathan, Martin Masek, Jumana Abu-Khalaf, David Suter
2024 A conf
StratXplore: Strategic Novelty-seeking and Instruction-aligned Exploration for Vision and Language Navigation.
IROS
Muraleekrishna Gopinathan, Jumana Abu-Khalaf, David Suter, Martin Masek
2024 J jnl
StratXplore: Strategic Novelty-seeking and Instruction-aligned Exploration for Vision and Language Navigation.
CoRR
Muraleekrishna Gopinathan, Jumana Abu-Khalaf, David Suter, Martin Masek
2024 — conf
Therapying Outside the Box: Innovating the Implementation and Evaulation of CBT in Therapeutic Artificial Agents.
WISE (4)
Sharjeel Tahir, Jumana Abu-Khalaf, Syed Afaq Ali Shah, Judith Johnson
2023 J jnl
Artificial Empathy Classification: A Survey of Deep Learning Techniques, Datasets, and Evaluation Scales.
CoRR
Sharjeel Tahir, Syed Afaq Shah, Jumana Abu-Khalaf
2023 J jnl
Improving accuracy and efficiency in seagrass detection using state-of-the-art AI techniques.
Ecol. Informatics
Md Kislu Noman, Syed Mohammed Shamsul Islam, Jumana Abu-Khalaf, Seyed Mohammad Jafar Jalali, Paul Lavery
2023 J jnl
The segmentation of nuclei from histopathology images with synthetic data.
Signal Image Video Process.
Md Shamim Hossain, Leisa J. Armstrong, Jumana Abu-Khalaf, David M. Cook
2023 J jnl
What Is Near?: Room Locality Learning for Enhanced Robot Vision-Language-Navigation in Indoor Living Environments.
CoRR
Muraleekrishna Gopinathan, Jumana Abu-Khalaf, David Suter, Sidike Paheding, Nathir A. Rawashdeh
2022 Misc conf
Automated Radiology Report Generation Using a Transformer-Template System: Improved Clinical Accuracy and an Assessment of Clinical Safety.
AI
Brandon Abela, Jumana Abu-Khalaf, Chi-Wei Robin Yang, Martin Masek, Ashu Gupta
2021 Misc conf
Indoor Semantic Scene Understanding Using 2D-3D Fusion.
DICTA
Muraleekrishna Gopinathan, Giang Truong, Jumana Abu-Khalaf
2021 J jnl
Indoor Semantic Scene Understanding using Multi-modality Fusion.
CoRR
Muraleekrishna Gopinathan, Giang Truong, Jumana Abu-Khalaf
2021 Misc conf
Multi-species Seagrass Detection Using Semi-supervised Learning.
IVCNZ
Md Kislu Noman, Syed Mohammed Shamsul Islam, Jumana Abu-Khalaf, Paul Lavery
2021 Misc conf
Overlapping Cell Nuclei Segmentation in Digital Histology Images using Intensity-based Contours.
DICTA
Md Shamim Hossain, Leisa J. Armstrong, Jumana Abu-Khalaf, David M. Cook, Pauline Zaenker
2021 Misc conf
Seagrass Detection from Underwater Digital Images using Faster R-CNN with NASNet.
DICTA
Md Kislu Noman, Syed Mohammed Shamsul Islam, Jumana Abu-Khalaf, Paul Lavery