Train to Stitch: Topology-Preserving Regularization for Interoperable Representations

Akshay Malhotra, Nicolas Zilberstein, Shahab Hamidi-Rad

As large, powerful pre-trained models become more prevalent, there is growing interest in developing methods that allow different neural networks to be seamlessly combined with lit…