MIRROR: Make Your Object-Level Multi-View Generation More Consistent with Training-Free Rectification
Tianchi Xing, Bonan Li, Congying Han, Xinmin Qiu, Zicheng Zhang, Tiande Guo
2025Year
Abstract
More consistent Figure 1: Generated multi-view images by applying MIRROR on SyncDreamer (Liu et al., 2023b) and VideoMV (Zuo et al., 2024) for rectification. MIRROR effectively improves the consistency of generated results in both image-based and text-based multi-view generation models.
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.
Your agent calls
Luneget_paper_fulltext
Free to start. No credit card required.
Terminal
Install the CLIlune papers fulltext 361eb3f4-d6bf-4d32-9026-45dd4dc71cc4Builds on20
- Denoising Diffusion Probabilistic ModelsJonathan Ho, Ajay Jain, Pieter AbbeelNeurIPS 2020 · 35,902 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
- 3D Gaussian Splatting for Real-Time Radiance Field RenderingBernhard Kerbl, Georgios Kopanas, Thomas Leimkühler, George DrettakisSIGGRAPH 2023 · 5,687 citations
Related papers
- SyncDreamer: Generating Multiview-consistent Images from a Single-view ImageYuan Liu, Cheng Lin, Zijiao Zeng, Xiaoxiao Long et al.ICLR 2024 · 685 citations
- MVDream: Multi-view Diffusion for 3D GenerationYichun Shi, Peng Wang, Jianglong Ye, Long Mai et al.ICLR 2024 · 973 citations
- SPAD: Spatially Aware Multi-View DiffusersYash Kant, Aliaksandr Siarohin, Ziyi Wu, Michael Vasilkovsky et al.CVPR 2024
- MET3R: Measuring Multi-View Consistency in Generated ImagesMohammad Asim, Christopher Wewer, Thomas Wimmer, Bernt Schiele et al.CVPR 2025
- MirrorVerse: Pushing Diffusion Models to Realistically Reflect the WorldAnkit Dhiman, Manan Shah, R. Venkatesh BabuCVPR 2025
