Beyond the Black Box: Identifiable Interpretation and Control in Generative Models via Causal Minimality
arXiv:2512.10720v2 Announce Type: replace
Abstract: Deep generative models, while revolutionizing fields like image and text generation, largely operate as opaque “black boxes”, hindering human understanding, control, and alignment. While methods li…