Sotabase

Career

· Co-Founder, World Labs2024–
· Research Scientist, Google2021–2023
· Research Intern, Fyusion, Inc2018–2019
· Research Intern, Google2017–2017
· Doctor of Philosophy (PhD), Computer Science, University of California, Berkeley2015–2020
· Research Intern, Pixar Animation Studios2014–2014
· Bachelor of Science (BS), Computer Science, Mathematics, Stanford University2011–2015

Publications (49)

DreamFusion: Text-to-3D using 2D Diffusion
International Conference on Learning Representations · 2022
3,203
cited
Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains
Neural Information Processing Systems · 2020
3,107
cited
Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields
IEEE International Conference on Computer Vision · 2021
2,521
cited
Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields
Computer Vision and Pattern Recognition · 2021
2,284
cited
Local light field fusion
ACM Transactions on Graphics · 2019
1,273
cited
Block-NeRF: Scalable Large Scene Neural View Synthesis
Computer Vision and Pattern Recognition · 2022
1,002
cited
RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs
Computer Vision and Pattern Recognition · 2021
734
cited
Zip-NeRF: Anti-Aliased Grid-Based Neural Radiance Fields
IEEE International Conference on Computer Vision · 2023
724
cited
Ref-NeRF: Structured View-Dependent Appearance for Neural Radiance Fields
Computer Vision and Pattern Recognition · 2021
713
cited
NeRV: Neural Reflectance and Visibility Fields for Relighting and View Synthesis
Computer Vision and Pattern Recognition · 2020
673
cited
Zero-Shot Text-Guided Object Generation with Dream Fields
Computer Vision and Pattern Recognition · 2021
637
cited
Baking Neural Radiance Fields for Real-Time View Synthesis
IEEE International Conference on Computer Vision · 2021
624
cited
Advances in Neural Rendering
SIGGRAPH Courses · 2021
515
cited
Unprocessing Images for Learned Raw Denoising
Computer Vision and Pattern Recognition · 2018
500
cited
StegaStamp: Invisible Hyperlinks in Physical Photographs
Computer Vision and Pattern Recognition · 2019
491
cited
DiffuserCam: Lensless Single-exposure 3D Imaging
arXiv.org · 2017
453
cited
NeRF in the Dark: High Dynamic Range View Synthesis from Noisy Raw Images
Computer Vision and Pattern Recognition · 2021
452
cited
Dense Depth Priors for Neural Radiance Fields from Sparse Input Views
Computer Vision and Pattern Recognition · 2021
425
cited
Burst Denoising with Kernel Prediction Networks
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2017
421
cited
Learned Initializations for Optimizing Coordinate-Based Neural Representations
Computer Vision and Pattern Recognition · 2020
318
cited
Sotabase
Ben Mildenhall | Researcher Profile | Sotabase | Sotabase