Kaiqian Cui

FreqEdit: Preserving High-Frequency Features for Robust Multi-Turn Image Editing

Instruction-based image editing through natural language has emerged as a powerful paradigm for intuitive visual manipulation. While recent models achieve impressive results on single edits, they suffer from severe quality degradation under multi-turn editing. Through systematic analysis, we identif