ProbNeRF: Uncertainty-Aware Inference of 3D Shapes from 2D Images.
Matthew D. HoffmanTuan Anh LePavel SountsovChristopher SuterBen LeeVikash K. MansinghkaRif A. SaurousPublished in: AISTATS (2023)
Keyphrases
- reasoning under uncertainty
- inference process
- shape analysis
- bayesian networks
- inference engine
- probabilistic inference
- shape recognition
- shape classification
- shape descriptors
- shape matching
- uncertain data
- shape description
- bayesian model
- decision theoretic
- shape model
- stochastic simulation
- knowledge base
- computer vision
- artificial intelligence
- learning algorithm
- inherent uncertainty
- neural network
- shape similarity
- shape space
- decision theory
- belief functions
- bayesian inference
- knowledge representation
- decision making