FreeDrag: Feature Dragging for Reliable Point-Based Image Editing
Pengyang Ling, Lin Chen, Pan Zhang, Huaian Chen, Yi Jin, Jinjin Zheng
2024Year
17Top-tier citations
Abstract
to a more stable semantic dragging with higher efficiency. Comprehensive experimental results substantiate that our approach significantly outperforms pre-existing methodologies, offering reliable point-based editing even in various complex scenarios.
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Install the CLIlune papers fulltext 9eabf4cd-08fb-42ad-8841-72fd213a8cc1Cited by top-tier papers17
- DragDiffusion: Harnessing Diffusion Models for Interactive Point-Based Image EditingYujun Shi, Chuhui Xue, Jun Hao Liew, Jiachun Pan et al.CVPR 2024 · 117 citations
- DragFlow: Unleashing DiT Priors with Region-Based Supervision for Drag EditingZihan Zhou, Shilin Lu, Shuli Leng, Shaocong Zhang et al.ICLR 2026 · 33 citations
- FastDrag: Manipulate Anything in One StepXuanjia Zhao, Jian Guan, Congyi Fan, Dongli Xu et al.NeurIPS 2024 · 27 citations
- Drag Your Noise: Interactive Point-based Editing via Diffusion Semantic PropagationHaofeng Liu, Chenshu Xu, Yifei Yang, Lihua Zeng et al.CVPR 2024 · 12 citations
- DragNeXt: Rethinking Drag-Based Image EditingYuan Zhou, Junbao Zhou, Qingshan Xu, Kesen Zhao et al.AAAI 2026 · 7 citations
Builds on34
- Denoising Diffusion Probabilistic ModelsJonathan Ho, Ajay Jain, Pieter AbbeelNeurIPS 2020 · 35,902 citations
- High-Resolution Image Synthesis with Latent Diffusion ModelsRobin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser et al.CVPR 2022 · 13,123 citations
- Denoising Diffusion Implicit ModelsJiaming Song, Chenlin Meng, Stefano ErmonICLR 2021 · 11,743 citations
- Photorealistic Text-to-Image Diffusion Models with Deep Language UnderstandingChitwan Saharia, William Chan, Saurabh Saxena, Lala Li et al.NeurIPS 2022 · 8,965 citations
- Adding Conditional Control to Text-to-Image Diffusion ModelsLvmin Zhang, Anyi Rao, Maneesh AgrawalaICCV 2023 · 6,759 citations
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- FlowDrag: 3D-aware Drag-based Image Editing with Mesh-guided Deformation Vector Flow FieldsGwanhyeong Koo, Sunjae Yoon, Younghwan Lee, Ji Woo Hong et al.ICML 2025
- GoodDrag: Towards Good Practices for Drag Editing with Diffusion ModelsZewei Zhang, Huan Liu, Jun Chen, Xiangyu XuICLR 2025
- 3DGS-Drag: Dragging Gaussians for Intuitive Point-Based 3D EditingJiahua Dong, Yu-Xiong WangICLR 2025
