Matches in SemOpenAlex for { <https://semopenalex.org/work/W53551796> ?p ?o ?g. }
Showing items 1 to 82 of
82
with 100 items per page.
- W53551796 abstract "Traditional approaches to Multiple-Instance Learning (MIL) operate under the assumption that the instances of a bag are generated independently, and therefore typically learn an instance-level classifier which does not take into account possible dependencies between instances. This assumption is particularly inappropriate in visual data, where spatial dependencies are the norm. We introduce here techniques for incorporating MIL constraints into Conditional Random Field models, thus providing a set of tools for constructing structured bag models, in which spatial (or other) dependencies are represented. Further, we show how Deterministic Annealing, which has proved a successful method for training non-structured MIL models, can also form the basis of training models with structured bags. Results are given on various segmentation tasks." @default.
- W53551796 created "2016-06-24" @default.
- W53551796 creator A5001534492 @default.
- W53551796 creator A5077980658 @default.
- W53551796 date "2011-01-01" @default.
- W53551796 modified "2023-09-25" @default.
- W53551796 title "Multiple-Instance Learning with Structured Bag Models" @default.
- W53551796 cites W101414327 @default.
- W53551796 cites W1528789833 @default.
- W53551796 cites W1635155787 @default.
- W53551796 cites W1748750709 @default.
- W53551796 cites W1964884769 @default.
- W53551796 cites W2029731618 @default.
- W53551796 cites W2100081703 @default.
- W53551796 cites W2133288557 @default.
- W53551796 cites W2133621813 @default.
- W53551796 cites W2157244733 @default.
- W53551796 cites W2162152641 @default.
- W53551796 cites W2167089254 @default.
- W53551796 cites W2171675999 @default.
- W53551796 cites W2535516436 @default.
- W53551796 cites W2545464558 @default.
- W53551796 cites W28766783 @default.
- W53551796 cites W4206272681 @default.
- W53551796 cites W4252621450 @default.
- W53551796 doi "https://doi.org/10.1007/978-3-642-23094-3_27" @default.
- W53551796 hasPublicationYear "2011" @default.
- W53551796 type Work @default.
- W53551796 sameAs 53551796 @default.
- W53551796 citedByCount "5" @default.
- W53551796 countsByYear W535517962013 @default.
- W53551796 countsByYear W535517962015 @default.
- W53551796 countsByYear W535517962016 @default.
- W53551796 countsByYear W535517962017 @default.
- W53551796 crossrefType "book-chapter" @default.
- W53551796 hasAuthorship W53551796A5001534492 @default.
- W53551796 hasAuthorship W53551796A5077980658 @default.
- W53551796 hasConcept C119857082 @default.
- W53551796 hasConcept C124101348 @default.
- W53551796 hasConcept C152565575 @default.
- W53551796 hasConcept C154945302 @default.
- W53551796 hasConcept C22367795 @default.
- W53551796 hasConcept C41008148 @default.
- W53551796 hasConcept C51632099 @default.
- W53551796 hasConcept C89600930 @default.
- W53551796 hasConcept C95623464 @default.
- W53551796 hasConceptScore W53551796C119857082 @default.
- W53551796 hasConceptScore W53551796C124101348 @default.
- W53551796 hasConceptScore W53551796C152565575 @default.
- W53551796 hasConceptScore W53551796C154945302 @default.
- W53551796 hasConceptScore W53551796C22367795 @default.
- W53551796 hasConceptScore W53551796C41008148 @default.
- W53551796 hasConceptScore W53551796C51632099 @default.
- W53551796 hasConceptScore W53551796C89600930 @default.
- W53551796 hasConceptScore W53551796C95623464 @default.
- W53551796 hasLocation W535517961 @default.
- W53551796 hasOpenAccess W53551796 @default.
- W53551796 hasPrimaryLocation W535517961 @default.
- W53551796 hasRelatedWork W1580500061 @default.
- W53551796 hasRelatedWork W1758923908 @default.
- W53551796 hasRelatedWork W1995282142 @default.
- W53551796 hasRelatedWork W2108745803 @default.
- W53551796 hasRelatedWork W2110119381 @default.
- W53551796 hasRelatedWork W2133288557 @default.
- W53551796 hasRelatedWork W2155392939 @default.
- W53551796 hasRelatedWork W2160668399 @default.
- W53551796 hasRelatedWork W2172099713 @default.
- W53551796 hasRelatedWork W2189749715 @default.
- W53551796 hasRelatedWork W2222844749 @default.
- W53551796 hasRelatedWork W2264170626 @default.
- W53551796 hasRelatedWork W2799053100 @default.
- W53551796 hasRelatedWork W2898188206 @default.
- W53551796 hasRelatedWork W2903759146 @default.
- W53551796 hasRelatedWork W2963324816 @default.
- W53551796 hasRelatedWork W3010594328 @default.
- W53551796 hasRelatedWork W3035428487 @default.
- W53551796 hasRelatedWork W3037554358 @default.
- W53551796 hasRelatedWork W652269744 @default.
- W53551796 isParatext "false" @default.
- W53551796 isRetracted "false" @default.
- W53551796 magId "53551796" @default.
- W53551796 workType "book-chapter" @default.