"instruction-based editing" Papers

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DreamOmni: Unified Image Generation and Editing

Bin Xia, Yuechen Zhang, Jingyao Li et al.

CVPR 2025arXiv:2412.17098
16
citations

InstantPortrait: One-Step Portrait Editing via Diffusion Multi-Objective Distillation

Zhixin Lai, Keqiang Sun, Fu-Yun Wang et al.

ICLR 2025
2
citations

Paint by Inpaint: Learning to Add Image Objects by Removing Them First

Navve Wasserman, Noam Rotstein, Roy Ganz et al.

CVPR 2025arXiv:2404.18212
29
citations

UniVG: A Generalist Diffusion Model for Unified Image Generation and Editing

Tsu-Jui Fu, Yusu Qian, Chen Chen et al.

ICCV 2025arXiv:2503.12652
12
citations

LLMGA: Multimodal Large Language Model based Generation Assistant

Bin Xia, Shiyin Wang, Yingfan Tao et al.

ECCV 2024arXiv:2311.16500
25
citations