Firas Laakom

On Feature Diversity in Energy-based Models

2023 · arXiv (Cornell University)

Energy-based learning is a powerful learning paradigm that encapsulates various discriminative and generative approaches. An energy-based model (EBM) is typically formed of inner-model(s) that learn a combination of the different features to generate an energy …