3 papers
cs.CV2026
Cross-Modal-Domain Generalization Through Semantically Aligned Discrete Representations
Souptik Sen, Raneen Younis, Zahra Ahmadi
Multimodal learning seeks to integrate information across diverse sensory sources, yet current approaches struggle to balance cross-modal generalizability with modality-specific st…
cs.LG2026
Dynamic Sheaf Diffusion Networks with Adaptive Local Structure for Heterogeneous Spatio-Temporal Graph Learning
Abeer Mostafa, Raneen Younis, Zahra Ahmadi
Spatio-temporal processes often exhibit highly heterogeneous and non-intuitive responses to localized disruptions, limiting the effectiveness of conventional message passing approa…
eess.IV2024
Towards Precision Healthcare: Robust Fusion of Time Series and Image Data
Ali Rasekh, Reza Heidari, Amir Hosein Haji Mohammad Rezaie +4
With the increasing availability of diverse data types, particularly images and time series data from medical experiments, there is a growing demand for techniques designed to comb…