image-decomposition

Stable-Layers is a reinforcement learning framework that fine-tunes a pretrained image layer decomposition model using VLM feedback instead of paired supervision, employing Flow-GRPO with LoRA and a two-stage reward calibration pipeline to improve layer quality on the Crello dataset.