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From data to functa: Your data point is a function and you can treat it like one
Emilien Dupont
, Hyunjik Kim
, S. M.Ali Eslami
, Danilo Rezende
,
Dan Rosenbaum
Department of Computer Science
Research output
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Contribution to journal
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Conference article
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peer-review
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Keyphrases
Deep Learning
100%
Data Modality
66%
Modeling Data
33%
Compact Representation
33%
Spatial Location
33%
Neural Function
33%
3D Shape
33%
Downstream Task
33%
Neural Radiance Field (NeRF)
33%
Measurement Value
33%
Radiance Data
33%
Discrete Grid
33%
Efficient Conversion
33%
Novel View Synthesis
33%
Implicit Neural Representation
33%
View Classification
33%
Generative Modeling
33%
Data Imputation
33%
2D Grid
33%
Engineering
Data Point
100%
Deep Learning Method
100%
Spatial Location
33%
Common Practice
33%
Measurement Value
33%
Compact Representation
33%
Computer Science
Deep Learning Method
100%
Compact Representation
33%
Common Practice
33%
Spatial Location
33%
Neural Representation
33%
Data Modeling
33%
Neural Radiance Field
33%
Chemical Engineering
Deep Learning Method
100%