Alvin Silva

IBMA: Information Bottleneck-Based Multimodal Alignment

Multimodal learning aims to integrate information from heterogeneous data sources to improve representation quality and downstream task performance. A key challenge lies in aligning modality-specific representations while suppressing modality-dependent noise and redundancy. The Information Bottlenec…