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cs.CV2026
Advancing Multimodal Fusion on Heterogeneous Medical Data with Hybrid Geometry Attention
Joy Dhar, Manish Kumar Pandey, Nayyar Zaidi +4
Multimodal fusion learning (MFL) has shown great potential in the medical domain, where we are faced with disparate data modalities such as imaging, clinical records, and omics. Ho…
cs.CV2025
Camera Model Identification with SPAIR-Swin and Entropy based Non-Homogeneous Patches
Protyay Dey, Rejoy Chakraborty, Abhilasha S. Jadhav +3
Source camera model identification (SCMI) plays a pivotal role in image forensics with applications including authenticity verification and copyright protection. For identifying th…
cs.CV2024
Multimodal Fusion Learning with Dual Attention for Medical Imaging
Joy Dhar, Nayyar Zaidi, Maryam Haghighat +4
Multimodal fusion learning has shown significant promise in classifying various diseases such as skin cancer and brain tumors. However, existing methods face three key limitations.…