NAISR: A 3D Neural Additive Model for Interpretable Shape Representation.
Yining JiaoCarlton J. ZdanskiJulia S. KimbellAndrew PrinceCameron WordenSamuel KirseChristopher RutterBenjamin ShieldsWilliam DunnJisan MahmudMarc NiethammerPublished in: ICLR (2024)
Keyphrases
- shape representation
- additive model
- monte carlo simulation
- linear model
- shape analysis
- multiscale
- shape matching
- shape descriptors
- computationally efficient
- shape decomposition
- shape description
- planar curves
- matching algorithm
- shape deformation
- scale space
- shape variations
- pattern spectrum
- shape prior
- markov chain
- feature selection
- arc length
- object recognition
- regression model
- density estimation
- probability density function
- image matching
- monte carlo
- statistical model