Cover Image

FreeEdit: Mask-free Reference-based Image Editing with Multi-modal Instruction

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	He, Runze, Ma, Kai, Huang, Linjiang, Huang, Shaofei, Gao, Jialin, Wei, Xiaoming, Dai, Jiao, Han, Jizhong, Liu, Si
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SmartFreeEdit: Mask-Free Spatial-Aware Image Editing with Complex Instruction Understanding
by: Sun, Qianqian, et al.
Published: (2025)

Unleashing the Temporal-Spatial Reasoning Capacity of GPT for Training-Free Audio and Language Referenced Video Object Segmentation
by: Huang, Shaofei, et al.
Published: (2024)

FlexEdit: Marrying Free-Shape Masks to VLLM for Flexible Image Editing
by: Yuan, Tianshuo, et al.
Published: (2024)

UltraEdit: Instruction-based Fine-Grained Image Editing at Scale
by: Zhao, Haozhe, et al.
Published: (2024)

Re-Align: Structured Reasoning-guided Alignment for In-Context Image Generation and Editing
by: He, Runze, et al.
Published: (2026)

Anchor3DLane++: 3D Lane Detection via Sample-Adaptive Sparse 3D Anchor Regression
by: Huang, Shaofei, et al.
Published: (2024)

A$^2$-Edit: Precise Reference-Guided Image Editing of Arbitrary Objects and Ambiguous Masks
by: Zheng, Huayu, et al.
Published: (2026)

CannyEdit: Selective Canny Control and Dual-Prompt Guidance for Training-Free Image Editing
by: Xie, Weiyan, et al.
Published: (2025)

Enriching Phrases with Coupled Pixel and Object Contexts for Panoptic Narrative Grounding
by: Hui, Tianrui, et al.
Published: (2023)

Align Beyond Prompts: Evaluating World Knowledge Alignment in Text-to-Image Generation
by: Zhang, Wenchao, et al.
Published: (2025)

Mask Grounding for Referring Image Segmentation
by: Chng, Yong Xien, et al.
Published: (2023)

Kiwi-Edit: Versatile Video Editing via Instruction and Reference Guidance
by: Lin, Yiqi, et al.
Published: (2026)

Edit as You See: Image-guided Video Editing via Masked Motion Modeling
by: Huang, Zhi-Lin, et al.
Published: (2025)

UltraEdit: Training-, Subject-, and Memory-Free Lifelong Editing in Language Models
by: Gu, Xiaojie, et al.
Published: (2025)

UniRef-Image-Edit: Towards Scalable and Consistent Multi-Reference Image Editing
by: Wei, Hongyang, et al.
Published: (2026)

RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions
by: Pathiraja, Bimsara, et al.
Published: (2025)

Reasoning to Edit: Hypothetical Instruction-Based Image Editing with Visual Reasoning
by: He, Qingdong, et al.
Published: (2025)

Edit Where You Mean: Region-Aware Adapter Injection for Mask-Free Local Image Editing
by: Cai, Honghao, et al.
Published: (2026)

Rethinking Where to Edit: Task-Aware Localization for Instruction-Based Image Editing
by: He, Jingxuan, et al.
Published: (2026)

LLaVA-ST: A Multimodal Large Language Model for Fine-Grained Spatial-Temporal Understanding
by: Li, Hongyu, et al.
Published: (2025)

SeedEdit: Align Image Re-Generation to Image Editing
by: Shi, Yichun, et al.
Published: (2024)

EditMGT: Unleashing Potentials of Masked Generative Transformers in Image Editing
by: Chow, Wei, et al.
Published: (2025)

InsightEdit: Towards Better Instruction Following for Image Editing
by: Xu, Yingjing, et al.
Published: (2024)

Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing
by: Yeh, Chun-Hsiao, et al.
Published: (2025)

ComplexBench-Edit: Benchmarking Complex Instruction-Driven Image Editing via Compositional Dependencies
by: Wang, Chenglin, et al.
Published: (2025)

MDE-Edit: Masked Dual-Editing for Multi-Object Image Editing via Diffusion Models
by: Zhu, Hongyang, et al.
Published: (2025)

DirectDrag: High-Fidelity, Mask-Free, Prompt-Free Drag-based Image Editing via Readout-Guided Feature Alignment
by: Liao, Sheng-Hao, et al.
Published: (2025)

UniEdit-Flow: Unleashing Inversion and Editing in the Era of Flow Models
by: Jiao, Guanlong, et al.
Published: (2025)

SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing
by: Li, Ming, et al.
Published: (2025)

EditWorld: Simulating World Dynamics for Instruction-Following Image Editing
by: Yang, Ling, et al.
Published: (2024)

SliderEdit: Continuous Image Editing with Fine-Grained Instruction Control
by: Zarei, Arman, et al.
Published: (2025)

ConsistEdit: Highly Consistent and Precise Training-free Visual Editing
by: Yin, Zixin, et al.
Published: (2025)

FouriScale: A Frequency Perspective on Training-Free High-Resolution Image Synthesis
by: Huang, Linjiang, et al.
Published: (2024)

ParallelEdits: Efficient Multi-object Image Editing
by: Huang, Mingzhen, et al.
Published: (2024)

VeloEdit: Training-Free Consistent and Continuous Instruction-Based Image Editing via Velocity Field Decomposition
by: Li, Zongqing, et al.
Published: (2026)

DOMR: Establishing Cross-View Segmentation via Dense Object Matching
by: Liao, Jitong, et al.
Published: (2025)

ChronoEdit: Towards Temporal Reasoning for Image Editing and World Simulation
by: Wu, Jay Zhangjie, et al.
Published: (2025)

EditThinker: Unlocking Iterative Reasoning for Any Image Editor
by: Li, Hongyu, et al.
Published: (2025)

FIA-Edit: Frequency-Interactive Attention for Efficient and High-Fidelity Inversion-Free Text-Guided Image Editing
by: Yang, Kaixiang, et al.
Published: (2025)

MultiEdit: Advancing Instruction-based Image Editing on Diverse and Challenging Tasks
by: Li, Mingsong, et al.
Published: (2025)