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4D Gaussian Splatting (4DGS) has recently emerged as a promising technique for capturing complex dynamic 3D scenes with high fidelity.
Imagenet classification with deep convolutional neural networks
Alex Krizhevsky, Ilya Sutskever, and Geoffrey E Hinton · 2012
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Dataset and pipeline for multi-view light-field video
Neus Sabater, Guillaume Boisson, Benoit Vandame, Paul Kerbiriou, Frederic Babon, Matthieu Hog, Remy Gendrot, Tristan Langlois, Olivier Bureller, Arno Schubert, et al · 2017
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The unreasonable effectiveness of deep features as a perceptual metric
Richard Zhang, Phillip Isola, Alexei A Efros, Eli Shechtman, and Oliver Wang · 2018
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Neural volumes: Learning dynamic renderable volumes from images
Stephen Lombardi, Tomas Simon, Jason Saragih, Gabriel Schwartz, Andreas Lehrmann, and Yaser Sheikh · 2019
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Local light field fusion: Practical view synthesis with prescriptive sampling guidelines
Ben Mildenhall, Pratul P. Srinivasan, Rodrigo Ortiz-Cayon, Nima Khademi Kalantari, Ravi Ramamoorthi, Ren Ng, and Abhishek Kar · 2019
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Nerf: Representing scenes as neural radiance fields for view synthesis
Ben Mildenhall, Pratul P Srinivasan, Matthew Tancik, Jonathan T Barron, Ravi Ramamoorthi, and Ren Ng · 2021
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D-nerf: Neural radiance fields for dynamic scenes
Albert Pumarola, Enric Corona, Gerard Pons-Moll, and Francesc Moreno-Noguer · 2021
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Tensorf: Tensorial radiance fields
Anpei Chen, Zexiang Xu, Andreas Geiger, Jingyi Yu, and Hao Su · 2022
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Plenoxels: Radiance fields without neural networks
Sara Fridovich-Keil, Alex Yu, Matthew Tancik, Qinhong Chen, Benjamin Recht, and Angjoo Kanazawa · 2022
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Instant neural graphics primitives with a multiresolution hash encoding
Thomas Müller, Alex Evans, Christoph Schied, and Alexander Keller · 2022
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Direct voxel grid optimization: Super-fast convergence for radiance fields reconstruction
Cheng Sun, Min Sun, and Hwann-Tzong Chen · 2022
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HyperReel: High-fidelity 6-DoF video with ray-conditioned sampling
Benjamin Attal, Jia-Bin Huang, Christian Richardt, Michael Zollhoefer, Johannes Kopf, Matthew O’Toole, and Changil Kim · 2023
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Hexplane: A fast representation for dynamic scenes
Ang Cao and Justin Johnson · 2023
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K-planes: Explicit radiance fields in space, time, and appearance
Sara Fridovich-Keil, Giacomo Meanti, Frederik Rahbæk Warburg, Benjamin Recht, and Angjoo Kanazawa · 2023
Cited alongside, same era.
3d gaussian splatting for real-time radiance field rendering
Bernhard Kerbl, Georgios Kopanas, Thomas Leimkühler, and George Drettakis · 2023
Cited alongside, same era.
Nerfplayer: A streamable dynamic scene representation with decomposed neural radiance fields
Liangchen Song, Anpei Chen, Zhong Li, Zhang Chen, Lele Chen, Junsong Yuan, Yi Xu, and Andreas Geiger · 2023
Cited alongside, same era.
Mixed neural voxels for fast multi-view video synthesis
Feng Wang, Sinan Tan, Xinghang Li, Zeyue Tian, Yafei Song, and Huaping Liu · 2023
Cited alongside, same era.
Per-gaussian embedding-based deformation for deformable 3d gaussian splatting
Jeongmin Bae, Seoha Kim, Youngsik Yun, Hahyun Lee, Gun Bang, and Youngjung Uh · 2024
Cited alongside, same era.
Spacetime gaussian feature splatting for real-time dynamic view synthesis
Zhan Li, Zhang Chen, Zhong Li, and Yi Xu · 2024
Closest in time.
Dynamics-aware gaussian splatting streaming towards fast on-the-fly training for 4d reconstruction
Zhening Liu, Yingdong Hu, Xinjie Zhang, Jiawei Shao, Zehong Lin, and Jun Zhang · 2024
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Dynamic 3d gaussians: Tracking by persistent dynamic view synthesis
Jonathon Luiten, Georgios Kopanas, Bastian Leibe, and Deva Ramanan · 2024
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Compgs: Smaller and faster gaussian splatting with vector quantization
KL Navaneet, Kossar Pourahmadi Meibodi, Soroush Abbasi Koohpayegani, and Hamed Pirsiavash · 2024
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Compressed 3d gaussian splatting for accelerated novel view synthesis
Simon Niedermayr, Josef Stumpfegger, and Rüdiger Westermann · 2024
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François Darmon and et al · 2024
Cited alongside, same era.
Neural parametric gaussians for monocular non-rigid object reconstruction
Devikalyan Das, Christopher Wewer, Raza Yunus, Eddy Ilg, and Jan Eric Lenssen · 2024
Cited alongside, same era.
4d-rotor gaussian splatting: Towards efficient novel view synthesis for dynamic scenes
Yuanxing Duan, Fangyin Wei, Qiyu Dai, Yuhang He, Wenzheng Chen, and Baoquan Chen · 2024
Cited alongside, same era.
Lightgaussian: Unbounded 3d gaussian compression with 15x reduction and 200+ fps
Zhiwen Fan, Kevin Wang, Kairun Wen, Zehao Zhu, Dejia Xu, and Zhangyang Wang · 2024
Cited alongside, same era.
Motion-aware 3d gaussian splatting for efficient dynamic scene reconstruction
Zhiyang Guo, Wengang Zhou, Li Li, Min Wang, and Houqiang Li · 2024
Cited alongside, same era.
A compact dynamic 3d gaussian representation for real-time dynamic view synthesis
Kai Katsumata, Duc Minh Vo, and Hideki Nakayama · 2024
Cited alongside, same era.
Dynmf: Neural motion factorization for real-time dynamic view synthesis with 3d gaussian splatting
Agelos Kratimenos, Jiahui Lei, and Kostas Daniilidis · 2024
Cited alongside, same era.
Flashsplat: 2d to 3d gaussian splatting segmentation solved optimally
Qiuhong Shen, Xingyi Yang, and Xinchao Wang · 2024
Closest in time.
4d gaussian splatting for real-time dynamic scene rendering
Guanjun Wu, Taoran Yi, Jiemin Fang, Lingxi Xie, Xiaopeng Zhang, Wei Wei, Wenyu Liu, Qi Tian, and Xinggang Wang · 2024
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Gaussianimage: 1000 fps image representation and compression by 2d gaussian splatting
Xinjie Zhang, Xingtong Ge, Tongda Xu, Dailan He, Yan Wang, Hongwei Qin, Guo Lu, Jing Geng, and Jun Zhang · 2024
Closest in time.
Feature 3dgs: Supercharging 3d gaussian splatting to enable distilled feature fields
Shijie Zhou, Haoran Chang, Sicheng Jiang, Zhiwen Fan, Zehao Zhu, Dejia Xu, Pradyumna Chari, Suya You, Zhangyang Wang, and Achuta Kadambi · 2024
Closest in time.
Speedy-splat: Fast 3d gaussian splatting with sparse pixels and sparse primitives
Alex Hanson, Allen Tu, Geng Lin, Vasu Singla, Matthias Zwicker, and Tom Goldstein · 2025
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Poison-splat: Computation cost attack on 3d gaussian splatting
Jiahao Lu, Yifan Zhang, Qiuhong Shen, Xinchao Wang, and Shuicheng YAN · 2025
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Pixel to gaussian: Ultra-fast continuous super-resolution with 2d gaussian modeling
Long Peng, Anran Wu, Wenbo Li, Peizhe Xia, Xueyuan Dai, Xinjie Zhang, Xin Di, Haoze Sun, Renjing Pei, Yang Wang, et al · 2025
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Large images are gaussians: High-quality large image representation with levels of 2d gaussian splatting
Lingting Zhu, Guying Lin, Jinnan Chen, Xinjie Zhang, Zhenchao Jin, Zhao Wang, and Lequan Yu · 2025
Closest in time.