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Career

· Researcher, Princeton University Laboratory for Intelligent Probabilistic Systems

Publications (27)

Kubric: A scalable dataset generator
Computer Vision and Pattern Recognition · 2022
366
cited
DeRF: Decomposed Radiance Fields
Computer Vision and Pattern Recognition · 2020
219
cited
3D Gaussian Splatting as Markov Chain Monte Carlo
Neural Information Processing Systems · 2024
120
cited
LOLNeRF: Learn from One Look
Computer Vision and Pattern Recognition · 2021
115
cited
VIPER: Volume Invariant Position-based Elastic Rods
PACMCGIT · 2019
49
cited
nerf2nerf: Pairwise Registration of Neural Radiance Fields
IEEE International Conference on Robotics and Automation · 2022
41
cited
Attention Beats Concatenation for Conditioning Neural Fields
Trans. Mach. Learn. Res. · 2022
25
cited
LSMAT Least Squares Medial Axis Transform
Computer graphics forum (Print) · 2019
22
cited
Radiant Foam: Real-Time Differentiable Ray Tracing
arXiv.org · 2025
21
cited
Deep Medial Fields
arXiv.org · 2021
19
cited
NeuralBF: Neural Bilateral Filtering for Top-down Instance Segmentation on Point Clouds
IEEE Workshop/Winter Conference on Applications of Computer Vision · 2022
17
cited
Accelerating Neural Field Training via Soft Mining
Computer Vision and Pattern Recognition · 2023
12
cited
Volumetric Rendering with Baked Quadrature Fields
European Conference on Computer Vision · 2023
10
cited
BANF: Band-Limited Neural Fields for Levels of Detail Reconstruction
Computer Vision and Pattern Recognition · 2024
9
cited
Evaluating Alternatives to SFM Point Cloud Initialization for Gaussian Splatting
2024
8
cited
LSE-NeRF: Learning Sensor Modeling Errors for Deblured Neural Radiance Fields with RGB-Event Stereo
International Conference on 3D Vision · 2024
6
cited
Neural Fields as Distributions: Signal Processing Beyond Euclidean Space
Computer Vision and Pattern Recognition · 2024
4
cited
Lagrangian Hashing for Compressed Neural Field Representations
European Conference on Computer Vision · 2024
3
cited
MeshSplatting: Differentiable Rendering with Opaque Meshes
arXiv.org · 2025
2
cited
Triangle Splatting+: Differentiable Rendering with Opaque Triangles
arXiv.org · 2025
2
cited
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Daniel Rebain | Researcher Profile | Sotabase | Sotabase