Third Workshop for Learning 3D with Multi-View Supervision


Real-time Gaussian Splatting with Progressive Block-based 3D Reconstruction
Pirazh Khorramshahi,
Upal Mahbub,
Mehul Arora,
Adithya Reddy Nallabolu,
Gokce Dane
[pdf]
[bibtex]
@InProceedings{Khorramshahi_2026_CVPR, author = {Khorramshahi, Pirazh and Mahbub, Upal and Arora, Mehul and Nallabolu, Adithya Reddy and Dane, Gokce}, title = {Real-time Gaussian Splatting with Progressive Block-based 3D Reconstruction}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {229-238} }

SplatTree: Voxel-Based Multi-Resolution Decoding for Feed-Forward 3D Gaussian Generation
Ran Gong,
Zhehong Ren,
Tingyu Fan,
Yueyu Hu,
Yao Wang
[pdf]
[bibtex]
@InProceedings{Gong_2026_CVPR, author = {Gong, Ran and Ren, Zhehong and Fan, Tingyu and Hu, Yueyu and Wang, Yao}, title = {SplatTree: Voxel-Based Multi-Resolution Decoding for Feed-Forward 3D Gaussian Generation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {210-218} }

Indoor Asset Detection in Large Scale 360deg Drone-Captured Imagery via 3D Gaussian Splatting
Monica Tang,
Avideh Zakhor
[pdf]
[bibtex]
@InProceedings{Tang_2026_CVPR, author = {Tang, Monica and Zakhor, Avideh}, title = {Indoor Asset Detection in Large Scale 360deg Drone-Captured Imagery via 3D Gaussian Splatting}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {320-329} }

In Depth We Trust: Reliable Monocular Depth Supervision for Gaussian Splatting
Wenhui Xiao,
Ethan Goan,
Rodrigo Santa Cruz,
David Ahmedt-Aristizabal,
Olivier Salvado,
Clinton Fookes,
Leo Lebrat
[pdf] [arXiv]
[bibtex]
@InProceedings{Xiao_2026_CVPR, author = {Xiao, Wenhui and Goan, Ethan and Cruz, Rodrigo Santa and Ahmedt-Aristizabal, David and Salvado, Olivier and Fookes, Clinton and Lebrat, Leo}, title = {In Depth We Trust: Reliable Monocular Depth Supervision for Gaussian Splatting}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {360-369} }

F3G-Avatar : Face Focussed Full-body Gaussian Avatar
Willem Menu,
Erkut Akdag,
Pedro Quesado,
Yasaman Kashefbahrami,
Egor Bondarev
[pdf]
[bibtex]
@InProceedings{Menu_2026_CVPR, author = {Menu, Willem and Akdag, Erkut and Quesado, Pedro and Kashefbahrami, Yasaman and Bondarev, Egor}, title = {F3G-Avatar : Face Focussed Full-body Gaussian Avatar}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {248-257} }

Coordinate-Reshaped Triplane Video Representation for Dynamic Gaussian Splatting Compression
Dae Yeol Lee,
Birendra Kathariya,
Tsung-Wei Huang,
Guan-Ming Su,
Peng Yin
[pdf]
[bibtex]
@InProceedings{Lee_2026_CVPR, author = {Lee, Dae Yeol and Kathariya, Birendra and Huang, Tsung-Wei and Su, Guan-Ming and Yin, Peng}, title = {Coordinate-Reshaped Triplane Video Representation for Dynamic Gaussian Splatting Compression}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {239-247} }

LiveStre4m: Feed-Forward Live Streaming of Novel Views from Unposed Multi-View Video
Pedro Quesado,
Erkut Akdag,
Yasaman Kashefbahrami,
Willem Menu,
Egor Bondarev
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Quesado_2026_CVPR, author = {Quesado, Pedro and Akdag, Erkut and Kashefbahrami, Yasaman and Menu, Willem and Bondarev, Egor}, title = {LiveStre4m: Feed-Forward Live Streaming of Novel Views from Unposed Multi-View Video}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {279-288} }

TerraSky3D: Multi-View Reconstructions of European Landmarks in 4K
Mattia D'Urso,
Yuxi Hu,
Christian Sormann,
Mattia Rossi,
Friedrich Fraundorfer
[pdf]
[bibtex]
@InProceedings{D'Urso_2026_CVPR, author = {D'Urso, Mattia and Hu, Yuxi and Sormann, Christian and Rossi, Mattia and Fraundorfer, Friedrich}, title = {TerraSky3D: Multi-View Reconstructions of European Landmarks in 4K}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {200-209} }

PAGaS: Pixel-Aligned 1DoF Gaussian Splatting for Depth Refinement
David Recasens,
Robert Maier,
Javier Civera,
Tony Tung,
Edmond Boyer
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Recasens_2026_CVPR, author = {Recasens, David and Maier, Robert and Civera, Javier and Tung, Tony and Boyer, Edmond}, title = {PAGaS: Pixel-Aligned 1DoF Gaussian Splatting for Depth Refinement}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {289-299} }

SymmFusion: Injecting Multi-View-Consistent Generative Priors into Symmetry-Guided Point Cloud Completion
Bhanu Pratap Paregi,
Vaibhav Kumar
[pdf] [supp]
[bibtex]
@InProceedings{Paregi_2026_CVPR, author = {Paregi, Bhanu Pratap and Kumar, Vaibhav}, title = {SymmFusion: Injecting Multi-View-Consistent Generative Priors into Symmetry-Guided Point Cloud Completion}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {269-278} }

Surf-NeRF: Surface Regularised Neural Radiance Fields
Jack Naylor,
Viorela Ila,
Donald G. Dansereau
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Naylor_2026_CVPR, author = {Naylor, Jack and Ila, Viorela and Dansereau, Donald G.}, title = {Surf-NeRF: Surface Regularised Neural Radiance Fields}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {258-268} }

DanceNet3D: A 3D Dance Dataset with Multi-View Videos and 3DGS Reconstructions
Shihang Wei,
Mingjian Li,
Ran Gong,
Yueyu Hu,
Yao Wang
[pdf]
[bibtex]
@InProceedings{Wei_2026_CVPR, author = {Wei, Shihang and Li, Mingjian and Gong, Ran and Hu, Yueyu and Wang, Yao}, title = {DanceNet3D: A 3D Dance Dataset with Multi-View Videos and 3DGS Reconstructions}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {350-359} }

PointSplat: Efficient Geometry-Driven Pruning and Transformer Refinement for 3D Gaussian Splatting
Anh Thuan Tran,
Jana Kosecka
[pdf] [arXiv]
[bibtex]
@InProceedings{Tran_2026_CVPR, author = {Tran, Anh Thuan and Kosecka, Jana}, title = {PointSplat: Efficient Geometry-Driven Pruning and Transformer Refinement for 3D Gaussian Splatting}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {330-339} }

Reducing Closeup Frequency Artifacts for Level-of-Detail 3D Gaussian Splatting
Leonardo Zhou,
Dayou Mao,
Yuchen Lin,
Ashkan Ebadi,
Alexander Wong,
Yuhao Chen
[pdf]
[bibtex]
@InProceedings{Zhou_2026_CVPR, author = {Zhou, Leonardo and Mao, Dayou and Lin, Yuchen and Ebadi, Ashkan and Wong, Alexander and Chen, Yuhao}, title = {Reducing Closeup Frequency Artifacts for Level-of-Detail 3D Gaussian Splatting}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {370-378} }

SDFoam: Signed-Distance Foam for explicit surface reconstruction
Antonella Rech,
Nicola Conci,
Nicola Garau
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Rech_2026_CVPR, author = {Rech, Antonella and Conci, Nicola and Garau, Nicola}, title = {SDFoam: Signed-Distance Foam for explicit surface reconstruction}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {300-308} }

Towards Minimal Focal Stack in Shape from Focus
Khurram Ashfaq,
Muhammad Tariq Mahmood
[pdf] [arXiv]
[bibtex]
@InProceedings{Ashfaq_2026_CVPR, author = {Ashfaq, Khurram and Mahmood, Muhammad Tariq}, title = {Towards Minimal Focal Stack in Shape from Focus}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {190-199} }

Leveraging Mamba and Attention for Robust Multi-View Pedestrian Tracking
Reef Alturki,
Faegheh Sardari,
Adrian Hilton,
Jean-Yves Guillemaut
[pdf]
[bibtex]
@InProceedings{Alturki_2026_CVPR, author = {Alturki, Reef and Sardari, Faegheh and Hilton, Adrian and Guillemaut, Jean-Yves}, title = {Leveraging Mamba and Attention for Robust Multi-View Pedestrian Tracking}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {180-189} }

Benchmarking Stereo Geometry Estimation in the Wild
Jeff Tan,
Nikhil Keetha,
Yifei Liu,
Shubham Tulsiani,
Deva Ramanan
[pdf] [supp]
[bibtex]
@InProceedings{Tan_2026_CVPR, author = {Tan, Jeff and Keetha, Nikhil and Liu, Yifei and Tulsiani, Shubham and Ramanan, Deva}, title = {Benchmarking Stereo Geometry Estimation in the Wild}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {309-319} }

Scene-Agnostic Object-Centric Representation Learning for 3D Gaussian Splatting
Tsuheng Hsu,
Guiyu Liu,
Juho Kannala,
Janne Heikkilä
[pdf] [arXiv]
[bibtex]
@InProceedings{Hsu_2026_CVPR, author = {Hsu, Tsuheng and Liu, Guiyu and Kannala, Juho and Heikkil\"a, Janne}, title = {Scene-Agnostic Object-Centric Representation Learning for 3D Gaussian Splatting}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {219-228} }

NGOcc: Normal-Guided 3D Occupancy Prediction with Observability-aware Time Fusion
Jufei Wang,
Mingwei Wei,
Tianheng Qiu,
Hu Wei,
Huasheng Ni,
Xuan Huang
[pdf]
[bibtex]
@InProceedings{Wang_2026_CVPR, author = {Wang, Jufei and Wei, Mingwei and Qiu, Tianheng and Wei, Hu and Ni, Huasheng and Huang, Xuan}, title = {NGOcc: Normal-Guided 3D Occupancy Prediction with Observability-aware Time Fusion}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {340-349} }

CylinderDepth: Cylindrical Spatial Attention for Multi-View Consistent Self-Supervised Surround Depth Estimation
Samer Abualhanud,
Christian Grannemann,
Max Mehltretter
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Abualhanud_2026_CVPR, author = {Abualhanud, Samer and Grannemann, Christian and Mehltretter, Max}, title = {CylinderDepth: Cylindrical Spatial Attention for Multi-View Consistent Self-Supervised Surround Depth Estimation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {169-179} }