Multimodal Vision Research Laboratory

MVRL

research area: generative modeling

See below for a list of our publications in this area. You can see an unfiltered list of our publications or lists filtered for the following research areas: agriculture; astronomical imagery and data; camera calibration; biodiversity and conservation; generative modeling; LiDAR Processing; image localization; medical and biological imaging; image motion; remote sensing and mapping; social media; video surveillance and object tracking; timelapse imaging; transportation; and outdoor webcam imagery.

publications

  1. Xiong Z, Chen Z, Li Z, Xu Y, Jacobs N. 2025. PanoDreamer: Consistent Text to 360 Scene Generation. In: 4th Computer Vision for Metaverse Workshop (IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops).
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  2. Liu W, Xiong Z, Li X, Jacobs N. 2025. DeclutterNeRF: Generative-Free 3D Scene Recovery for Occlusion Removal. In: 4th Computer Vision for Metaverse Workshop (IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops).
    bibtex | paper
  3. Kolouju P, Xing E, Pless R, Jacobs N, Stylianou A. 2025. good4cir: Generating Detailed Synthetic Captions for Composed Image Retrieval. In: SyntaGen: 2nd Workshop on Harnessing Generative Models for Synthetic Visual Datasets (IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops).
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  4. Qiao F, Xiong Z, Xing E, Jacobs N. 2025. GenStereo: Towards Open-World Generation of Stereo Images and Unsupervised Matching. arXiv.
    bibtex | paper | website | code
  5. Xiong Z, Xiong W, Shi J, Zhang H, Song Y, Jacobs N. 2024. GroundingBooth: Grounding Text-to-Image Customization. arXiv 2409.08520.
    bibtex | paper | website
  6. a thumbnail for Generative Appearance Flow: A Hybrid Approach for Outdoor View Synthesis
    Rafique MU, Blanton H, Snavely N, Jacobs N. 2020. Generative Appearance Flow: A Hybrid Approach for Outdoor View Synthesis. In: British Machine Vision Conference (BMVC).
    bibtex | paper | website | tweet | code