Sotabase

Career

· Professor, UC San Diego2014–
· Acting Associate Professor, UC Berkeley2009–2009
· Associate Professor, UC Berkeley2009–2014
· Associate Professor, Columbia University2002–2008
· PhD, Computer Science, Stanford University1998–2002
· BS/MS, E&AS, Computer Science, Physics, Caltech1994–1998

Publications (244)

Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains
Neural Information Processing Systems · 2020
3,107
cited
Local light field fusion
ACM Transactions on Graphics · 2019
1,273
cited
An efficient representation for irradiance environment maps
International Conference on Computer Graphics and Interactive Techniques · 2001
949
cited
Learning-based view synthesis for light field cameras
ACM Transactions on Graphics · 2016
718
cited
A signal-processing framework for inverse rendering
International Conference on Computer Graphics and Interactive Techniques · 2001
676
cited
Deep high dynamic range imaging of dynamic scenes
ACM Transactions on Graphics · 2017
566
cited
Image to Image Translation for Domain Adaptation
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2017
550
cited
Depth from Combining Defocus and Correspondence Using Light-Field Cameras
IEEE International Conference on Computer Vision · 2013
543
cited
Efficiently combining positions and normals for precise 3D geometry
ACM Transactions on Graphics · 2005
488
cited
All-frequency shadows using non-linear wavelet lighting approximation
ACM Transactions on Graphics · 2003
466
cited
On the relationship between radiance and irradiance: determining the illumination from images of a convex Lambertian object.
Journal of The Optical Society of America A-optics Image Science and Vision · 2001
423
cited
Deep Stereo Using Adaptive Thin Volume Representation With Uncertainty Awareness
Computer Vision and Pattern Recognition · 2019
354
cited
Pushing the Boundaries of View Extrapolation With Multiplane Images
Computer Vision and Pattern Recognition · 2019
347
cited
Occlusion-Aware Depth Estimation Using Light-Field Cameras
IEEE International Conference on Computer Vision · 2015
342
cited
Learning to reconstruct shape and spatially-varying reflectance from a single image
ACM Transactions on Graphics · 2018
309
cited
Inverse Rendering for Complex Indoor Scenes: Shape, Spatially-Varying Lighting and SVBRDF From a Single Image
Computer Vision and Pattern Recognition · 2019
305
cited
Spacetime stereo: a unifying framework for depth from triangulation
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005
300
cited
Data-driven elastic models for cloth: modeling and measurement
ACM Transactions on Graphics · 2011
290
cited
Single image portrait relighting
ACM Transactions on Graphics · 2019
285
cited
Triple product wavelet integrals for all-frequency relighting
ACM Transactions on Graphics · 2004
272
cited
Sotabase