Sara Fridovich-Keil
10 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (4) 🏃 Academic Marathon (6) 🌈 Renaissance Researcher (5)
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Conference Polyglot
(4)
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Academic Marathon
(6)
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Cross-Pollinator
(15)
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Century Club
(10)
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Keyword Collector
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The Questioner
Conferences
NIPS (5)
CVPR (2)
ICML (2)
ICCV (1)
Top co-authors
Keywords
image classification
(3)
radiance field
(2)
spectral bia
(2)
neural tangent kernel
(2)
data augmentation
(2)
view synthesis
(2)
out-of-distribution generalization
(1)
neural rendering
(1)
model robustness
(1)
fourier analysis
(1)
scene reconstruction
(1)
neural network optimization
(1)
transfer learning
(1)
feature space
(1)
sparse optimization
(1)
multi-label classification
(1)
distribution shift
(1)
dynamic scene
(1)
convolutional neural network
(1)
gradient optimization
(1)
Papers
Geometric Algebra Planes: Convex Implicit Neural Volumes
ICML 2025
Neural Microfacet Fields for Inverse Rendering
ICCV 2023
K-Planes: Explicit Radiance Fields in Space, Time, and Appearance
CVPR 2023
Models Out of Line: A Fourier Lens on Distribution Shift Robustness
NIPS 2022
Plenoxels: Radiance Fields Without Neural Networks
CVPR 2022
When does dough become a bagel? Analyzing the remaining mistakes on ImageNet
NIPS 2022
Spectral Bias in Practice: The Role of Function Frequency in Generalization
NIPS 2022
Neural Kernels Without Tangents
ICML 2020
Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains
NIPS 2020
A Meta-Analysis of Overfitting in Machine Learning
NIPS 2019