Utkarsh Singhal
4 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer
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Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
CVPR (1)
ICCV (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
image classification
(1)
neural tangent kernel
(1)
variational inference
(1)
data augmentation
(1)
test-time adaptation
(1)
deep learning
(1)
invariance learning
(1)
graphical model
(1)
model generalization
(1)
multilayer perceptron
(1)
spectral bia
(1)
fourier feature
(1)
equivariant neural network
(1)
complex-valued neural network
(1)
rgb image
(1)
scaling invariance
(1)
co-domain symmetry
(1)
fourier feature mapping
(1)
high-frequency function learning
(1)
low-dimensional regression
(1)
Papers
Test-Time Canonicalization by Foundation Models for Robust Perception
ICML 2025
Learning to Transform for Generalizable Instance-wise Invariance
ICCV 2023
Co-Domain Symmetry for Complex-Valued Deep Learning
CVPR 2022
Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains
NIPS 2020