4D World Models: Bridging Generation and Reconstruction


Any4D: Unified Feed-Forward Metric 4D Reconstruction
Jay Karhade,
Nikhil Keetha,
Yuchen Zhang,
Tanisha Gupta,
Akash Sharma,
Sebastian Scherer,
Deva Ramanan
[pdf] [arXiv]
[bibtex]
@InProceedings{Karhade_2026_CVPR, author = {Karhade, Jay and Keetha, Nikhil and Zhang, Yuchen and Gupta, Tanisha and Sharma, Akash and Scherer, Sebastian and Ramanan, Deva}, title = {Any4D: Unified Feed-Forward Metric 4D Reconstruction}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {11573-11584} }

SeasonScapes: Learning Large-scale Re-lightable 3D Landscapes with Seasonal Variation from Sparse Webcams
Timo Kleger,
Qi Ma,
Deheng Zhang,
Luc Van Gool,
Danda Pani Paudel
[pdf] [arXiv]
[bibtex]
@InProceedings{Kleger_2026_CVPR, author = {Kleger, Timo and Ma, Qi and Zhang, Deheng and Van Gool, Luc and Paudel, Danda Pani}, title = {SeasonScapes: Learning Large-scale Re-lightable 3D Landscapes with Seasonal Variation from Sparse Webcams}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {11585-11595} }

BulletGen: Improving 4D Reconstruction with Bullet-Time Generation
Denis Rozumny,
Jonathon Luiten,
Numair Khan,
Johannes Schönberger,
Peter Kontschieder
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Rozumny_2026_CVPR, author = {Rozumny, Denis and Luiten, Jonathon and Khan, Numair and Sch\"onberger, Johannes and Kontschieder, Peter}, title = {BulletGen: Improving 4D Reconstruction with Bullet-Time Generation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {11617-11628} }

Reshoot-Anything: A Self-Supervised Model for In-the-Wild Video Reshooting
Avinash Paliwal,
Adithya Iyer,
Shivin Yadav,
Muhammad Afridi,
Midhun Harikumar
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Paliwal_2026_CVPR, author = {Paliwal, Avinash and Iyer, Adithya and Yadav, Shivin and Afridi, Muhammad and Harikumar, Midhun}, title = {Reshoot-Anything: A Self-Supervised Model for In-the-Wild Video Reshooting}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {11596-11606} }

3D Gaussian Splatting for Efficient Retrospective Dynamic Scene Novel View Synthesis
Yunxiao Zhang,
Suryansh Kumar
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Zhang_2026_CVPR, author = {Zhang, Yunxiao and Kumar, Suryansh}, title = {3D Gaussian Splatting for Efficient Retrospective Dynamic Scene Novel View Synthesis}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {11648-11658} }

SimScene: Automated Photorealistic Scene Reconstruction for Geographically Scalable Physical AI
Sourang Sri hari,
Dibyendusekhar Goswami,
Abhishek Shinde,
Mayank Gupta,
Anuj Gupta
[pdf]
[bibtex]
@InProceedings{hari_2026_CVPR, author = {hari, Sourang Sri and Goswami, Dibyendusekhar and Shinde, Abhishek and Gupta, Mayank and Gupta, Anuj}, title = {SimScene: Automated Photorealistic Scene Reconstruction for Geographically Scalable Physical AI}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {11629-11637} }

Portals: Persistent, Editable 4D Spatial World Models on Edge Devices
James A. Tunick,
Ryan Brant,
Jacob D. Pennock,
Justin Kasowski
[pdf] [supp]
[bibtex]
@InProceedings{Tunick_2026_CVPR, author = {Tunick, James A. and Brant, Ryan and Pennock, Jacob D. and Kasowski, Justin}, title = {Portals: Persistent, Editable 4D Spatial World Models on Edge Devices}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {11638-11647} }

Object-Aware 4D Human Motion Generation
Shurui Gui,
Deep Patel,
Xiner Li,
Martin Renqiang Min
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Gui_2026_CVPR, author = {Gui, Shurui and Patel, Deep and Li, Xiner and Min, Martin Renqiang}, title = {Object-Aware 4D Human Motion Generation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {11563-11572} }

A Dataset and Evaluation for Complex 4D Markerless Human Motion Capture
Yeeun Park,
Miqdad Naduthodi,
Suryansh Kumar
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Park_2026_CVPR, author = {Park, Yeeun and Naduthodi, Miqdad and Kumar, Suryansh}, title = {A Dataset and Evaluation for Complex 4D Markerless Human Motion Capture}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {11607-11616} }