Balanced Training of Energy-Based Models with Adaptive Flow Sampling

Louis Grenioux, Éric Moulines, Marylou Gabrié

Energy-based models (EBMs) are versatile density estimation models that directly parameterize an unnormalized log density. Although very flexible, EBMs lack a specified normalizati…