2025 "instruction-based image editing" Papers

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Enhancing Consistency of Flow-Based Image Editing through Kalman Control

Haozhe Chi, Zhicheng Sun, Yang Jin et al.

NEURIPS 2025poster

KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models

Yongliang Wu, Zonghui Li, Xinting Hu et al.

NEURIPS 2025posterarXiv:2505.16707
23
citations

RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions

Bimsara Pathiraja, Maitreya Patel, Shivam Singh et al.

ICCV 2025posterarXiv:2506.03448
2
citations

UIP2P: Unsupervised Instruction-based Image Editing via Edit Reversibility Constraint

Enis Simsar, Alessio Tonioni, Yongqin Xian et al.

ICCV 2025posterarXiv:2412.15216
1
citations