34 citations · 34 across the 3 of their papers we have counts for
3 papers
Trimodal Glioma Representation Alignment via Volumetric Contrastive Learning
Denise Marini, Eleonora Grassucci, Danilo Comminiello
Glioma grading and survival prediction require the integration of heterogeneous information collected at different spatial and biological scales. Histopathology describes tissue mo…
GRAMformer: Any-Order Modality Interactions via Volumetric Multimodal Cross-Attention
Giordano Cicchetti, Eleonora Grassucci, Danilo Comminiello
Transformer-based multimodal models rely on attention mechanisms to integrate information across heterogeneous modalities. Despite their success, existing multimodal attention form…
Learning Speech Emotion Representations in the Quaternion Domain
Eric Guizzo, Tillman Weyde, Simone Scardapane +1
The modeling of human emotion expression in speech signals is an important, yet challenging task. The high resource demand of speech emotion recognition models, combined with the t…