Simultaneous Dimensionality Reduction: A Data Efficient Approach for Multimodal Representations Learning

Eslam Abdelaleem, Ahmed Roman, K. Michael Martini +1

We explore two primary classes of approaches to dimensionality reduction (DR): Independent Dimensionality Reduction (IDR) and Simultaneous Dimensionality Reduction (SDR). In IDR me…