HCL-FF: Hierarchical and Contrastive Learning for Forward-Forward Algorithm 事件

HCL-FF: Hierarchical and Contrastive Learning for Forward-Forward Algorithm arXiv:2605.24797v1 Announce Type: new Abstract: Deep neural networks trained with backpropagation have achieved outstanding performance in vision tasks but remain biologically implausible, computationally demanding, and difficult to interpret. The Forward-Forward (FF) algorithm offers a promising alternative by training each layer independently through local goodness objectives. However, its purely local optimization la