Stable-Layers applies Flow-GRPO with LoRA and a two-stage VLM scoring pipeline to improve layer decomposition without paired supervision, yielding stronger separation and lower reconstruction error on Crello.
See-through: Single-image layer decomposition for anime characters.arXiv preprint arXiv:2602.03749, 2026
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Stable-Layers: Fine-Tuning Image Layer Decomposition Models with VLM-Scored Reinforcement Learning
Stable-Layers applies Flow-GRPO with LoRA and a two-stage VLM scoring pipeline to improve layer decomposition without paired supervision, yielding stronger separation and lower reconstruction error on Crello.