Lake, Salakhutdinov, & Tenenbaum (2015), Science
GPTKB entity
Statements (19)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:academic_journal
|
| gptkbp:allows |
The article presents a model for human-level concept learning using probabilistic program induction, demonstrating one-shot learning of handwritten characters.
|
| gptkbp:author |
gptkb:Ruslan_Salakhutdinov
gptkb:Joshua_B._Tenenbaum Brenden M. Lake |
| gptkbp:doi |
10.1126/science.aab3050
|
| gptkbp:numberOfIssues |
6266
|
| gptkbp:pages |
1332-1338
|
| gptkbp:publicationYear |
2015
|
| gptkbp:publishedIn |
gptkb:science
|
| gptkbp:title |
Human-level concept learning through probabilistic program induction
|
| gptkbp:topic |
gptkb:machine_learning
one-shot learning concept learning probabilistic program induction |
| gptkbp:volume |
350
|
| gptkbp:bfsParent |
gptkb:Omniglot_dataset
|
| gptkbp:bfsLayer |
8
|
| https://www.w3.org/2000/01/rdf-schema#label |
Lake, Salakhutdinov, & Tenenbaum (2015), Science
|