Sara Mostafavi

Cross-Linked Unified Embedding for cross-modality representation learning

Multi-modal learning is essential for understanding information in the real world. Jointly learning from multi-modal data enables global integration of both shared and modality-specific information, but current strategies often fail when observa- tions from certain modalities are incomplete or missi…