EntityErasure: Erasing Entity Cleanly via Amodal Entity Segmentation and Completion
Yixing Zhu, Qing Zhang, Yitong Wang, Yongwei Nie, Wei-Shi Zheng
2025Year
1Top-tier citations
Abstract
Input Inpainting mask Our amodal seg. Ours PowerPaint [52] CLIPAway [8] MAT [20] Figure 1 . Comparison with previous methods on object erasure. As shown, our method can cleanly erase objects without generating unwanted sundries that appear in the results of other methods.
Ask about this paper
Your agent reads all of it.
Lune indexed this paper to the last equation, along with the top-tier papers that cite it. Ask a question and the answer quotes them.
Cited by top-tier papers1
Ask how each one uses itBuilds on23
- Learning Transferable Visual Models From Natural Language SupervisionAlec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh et al.ICML 2021 · 47,906 citations
- Diffusion Models Beat GANs on Image SynthesisPrafulla Dhariwal, Alexander Quinn NicholNeurIPS 2021 · 13,211 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
- Adding Conditional Control to Text-to-Image Diffusion ModelsLvmin Zhang, Anyi Rao, Maneesh AgrawalaICCV 2023 · 6,759 citations
Related papers
- Mask Guided Matting via Progressive Refinement NetworkQihang Yu, Jianming Zhang, He Zhang, Yilin Wang et al.CVPR 2021
- PaintSeg: Painting Pixels for Training-free SegmentationXiang Li, Chung-Ching Lin, Yinpeng Chen, Zicheng Liu et al.NeurIPS 2023 · 8 citations
- CLIPAway: Harmonizing focused embeddings for removing objects via diffusion modelsYigit Ekin, Ahmet Burak Yildirim, Erdem Eren Caglar, Aykut Erdem et al.NeurIPS 2024 · 26 citations
- Tuning-Free Amodal Segmentation via the Occlusion-Free Bias of Inpainting ModelsJae Joong Lee, Bedrich Benes, Raymond A. YehAAAI 2026 · 2 citations
- Erase Diffusion: Empowering Object Removal Through Calibrating Diffusion PathwaysYi Liu, Hao Zhou, Benlei Cui, Wenxiang Shang et al.CVPR 2025
