Functional Similarity Metric for Neural Networks: Overcoming Parametric Ambiguity via Activation Region Analysis
arXiv:2604.16426v1 Announce Type: new
Abstract: As modern deep learning architectures grow in complexity, representational ambiguity emerges as a critical barrier to their interpretability and reliable merging. For ReLU networks, identical functional …