ConceptNeural Implicit Representations
Neural Implicit Representation
A representation method that fits a continuous geometric function, such as an SDF, using neural networks such as multilayer perceptrons, storing only network weights rather than massive discrete samples, thereby expressing large-scale three-dimensional scenes with minimal memory.
Timeline (last 90 days)
Oct 21
Neural implicit representations use networks such as multi-layer perceptrons to fit the SDF and need only store network weights rather than massive discrete samples, thus expressing million-point-scale scenes with extremely small memory footprint.
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