2025
EraseFlow: Learning Concept Erasure Policies via GFlowNet-Driven Alignment
NeurIPS 2025spotlight
Erasing harmful or proprietary concepts from powerful text‑to‑image generators is an emerging safety requirement, yet current ``concept erasure'' techniques either collapse image quality, rely on brittle adversarial losses, or demand prohibitive retraining cycles. We trace these limitations to a myo…