"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.

InsightEdit: Towards Better Instruction Following for Image Editing

Yingjing Xu, Jie Kong, Jiazhi Wang et al.

CVPR 2025arXiv:2411.17323

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

Yongliang Wu, Zonghui Li, Xinting Hu et al.

NEURIPS 2025arXiv:2505.16707

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

Bimsara Pathiraja, Maitreya Patel, Shivam Singh et al.

ICCV 2025arXiv:2506.03448

SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing

Ming Li, Xin Gu, Fan Chen et al.

ICCV 2025arXiv:2505.02370

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

Enis Simsar, Alessio Tonioni, Yongqin Xian et al.

ICCV 2025arXiv:2412.15216

Emu Edit: Precise Image Editing via Recognition and Generation Tasks

Shelly Sheynin, Adam Polyak, Uriel Singer et al.

CVPR 2024highlightarXiv:2311.10089

Focus on Your Instruction: Fine-grained and Multi-instruction Image Editing by Attention Modulation

guo, Tianwei Lin

CVPR 2024arXiv:2312.10113

SmartEdit: Exploring Complex Instruction-based Image Editing with Multimodal Large Language Models

Yuzhou Huang, Liangbin Xie, Xintao Wang et al.

CVPR 2024highlightarXiv:2312.06739