PUP 3D-GS: Principled Uncertainty Pruning for 3D Gaussian Splatting.

Alex Hanson 0002 University of Maryland, College Park, MD, USA https://www.cs.umd.edu/~hanson/ https://scholar.google.com/citations?user=yF5dByIAAAAJ https://orcid.org/0000-0002-5151-4824 Alex Hanson Alex Hanson 0001 Carnegie Mellon University, Pittsburgh, PA, USA Alex Hanson 0003 Booz Allen Hamilton Inc., McLean, VA, USA University of Maryland, Baltimore County, Catonsville, MD, USA Alex Hanson 0004 University of Texas at Austin, Department of Electrical and Computer Engineering, TX, USA Alex Hanson 0002 Allen Tu Vasu Singla Mayuka Jayawardhana Matthias Zwicker Tom Goldstein PUP 3D-GS: Principled Uncertainty Pruning for 3D Gaussian Splatting. 5949-5958 2025 CVPR https://openaccess.thecvf.com/content/CVPR2025/html/Hanson_PUP_3D-GS_Principled_Uncertainty_Pruning_for_3D_Gaussian_Splatting_CVPR_2025_paper.html https://doi.org/10.1109/CVPR52734.2025.00558 conf/cvpr/2025 db/conf/cvpr/cvpr2025.html#0002TSJZG25 Alex Hanson 0002 Allen Tu Geng Lin Vasu Singla Matthias Zwicker Tom Goldstein Speedy-Splat: Fast 3D Gaussian Splatting with Sparse Pixels and Sparse Primitives. 21537-21546 2025 CVPR https://openaccess.thecvf.com/content/CVPR2025/html/Hanson_Speedy-Splat_Fast_3D_Gaussian_Splatting_with_Sparse_Pixels_and_Sparse_CVPR_2025_paper.html https://doi.org/10.1109/CVPR52734.2025.02006 conf/cvpr/2025 db/conf/cvpr/cvpr2025.html#0002TLSZG25

Allen Tu Haiyang Ying Alex Hanson 0002 Yonghan Lee 0001 Tom Goldstein Matthias Zwicker Speedy Deformable 3D Gaussian Splatting: Fast Rendering and Compression of Dynamic Scenes. 2025 June abs/2506.07917 CoRR https://doi.org/10.48550/arXiv.2506.07917 db/journals/corr/corr2506.html#abs-2506-07917 streams/journals/corr

Pranav Asthana Alex Hanson 0002 Allen Tu Tom Goldstein Matthias Zwicker Amitabh Varshney SplatSuRe: Selective Super-Resolution for Multi-view Consistent 3D Gaussian Splatting. 2025 December abs/2512.02172 CoRR https://doi.org/10.48550/arXiv.2512.02172 db/journals/corr/corr2512.html#abs-2512-02172 streams/journals/corr

Alex Hanson 0002 Allen Tu Vasu Singla Mayuka Jayawardhana Matthias Zwicker Tom Goldstein PUP 3D-GS: Principled Uncertainty Pruning for 3D Gaussian Splatting. 2024 abs/2406.10219 CoRR https://doi.org/10.48550/arXiv.2406.10219 db/journals/corr/corr2406.html#abs-2406-10219

Alex Hanson 0002 Allen Tu Geng Lin Vasu Singla Matthias Zwicker Tom Goldstein Speedy-Splat: Fast 3D Gaussian Splatting with Sparse Pixels and Sparse Primitives. 2024 abs/2412.00578 CoRR https://doi.org/10.48550/arXiv.2412.00578 db/journals/corr/corr2412.html#abs-2412-00578 streams/journals/corr

Matthew Gwilliam Srinidhi Hegde Lade Tinubu Alex Hanson 0002 Rethinking Common Assumptions to Mitigate Racial Bias in Face Recognition Datasets. 4106-4115 2021 ICCVW https://doi.org/10.1109/ICCVW54120.2021.00458 conf/iccvw/2021 db/conf/iccvw/iccvw2021.html#GwilliamHTH21

Ahmed Taha 0001 Alex Hanson 0002 Abhinav Shrivastava Larry Davis 0001 SVMax: A Feature Embedding Regularizer. 2021 abs/2103.02770 CoRR https://arxiv.org/abs/2103.02770 db/journals/corr/corr2103.html#abs-2103-02770

Matthew Gwilliam Srinidhi Hegde Lade Tinubu Alex Hanson 0002 Rethinking Common Assumptions to Mitigate Racial Bias in Face Recognition Datasets. 2021 abs/2109.03229 CoRR https://arxiv.org/abs/2109.03229 db/journals/corr/corr2109.html#abs-2109-03229

Alex Hanson 0002 Koutilya PNVR Sanjukta Krishnagopal Larry Davis 0001 Bidirectional Convolutional LSTM for the Detection of Violence in Videos. 280-295 2018 ECCV Workshops (2) https://doi.org/10.1007/978-3-030-11012-3_24 conf/eccv/2018w2 db/conf/eccv/eccv2018w2.html#HansonPKD18 Pranav Asthana Larry Davis 0001 Tom Goldstein Matthew Gwilliam Srinidhi Hegde Mayuka Jayawardhana Sanjukta Krishnagopal Yonghan Lee 0001 Geng Lin Koutilya PNVR Abhinav Shrivastava Vasu Singla Ahmed Taha 0001 Lade Tinubu Allen Tu Amitabh Varshney Haiyang Ying Matthias Zwicker