FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3120338137> ?p ?o ?g. }

• W3120338137 abstract "Deep Neural Networks trained in a fully supervised fashion are the dominant technology in perception-based autonomous driving systems. While collecting large amounts of unlabeled data is already a major undertaking, only a subset of it can be labeled by humans due to the effort needed for high-quality annotation. Therefore, finding the right data to label has become a key challenge. Active learning is a powerful technique to improve data efficiency for supervised learning methods, as it aims at selecting the smallest possible training set to reach a required performance. We have built a scalable production system for active learning in the domain of autonomous driving. In this paper, we describe the resulting high-level design, sketch some of the challenges and their solutions, present our current results at scale, and briefly describe the open problems and future directions." @default.
• W3120338137 created "2021-01-18" @default.
• W3120338137 creator A5020898778 @default.
• W3120338137 creator A5023316826 @default.
• W3120338137 creator A5041189908 @default.
• W3120338137 creator A5044274740 @default.
• W3120338137 creator A5051562500 @default.
• W3120338137 creator A5052558347 @default.
• W3120338137 creator A5054583241 @default.
• W3120338137 creator A5059361720 @default.
• W3120338137 creator A5073524192 @default.
• W3120338137 creator A5078486130 @default.
• W3120338137 date "2020-10-19" @default.
• W3120338137 modified "2023-10-18" @default.
• W3120338137 title "Scalable Active Learning for Object Detection" @default.
• W3120338137 cites W2128659236 @default.
• W3120338137 cites W2798820905 @default.
• W3120338137 cites W2888796042 @default.
• W3120338137 cites W2963037989 @default.
• W3120338137 cites W2964340375 @default.
• W3120338137 cites W2984303785 @default.
• W3120338137 doi "https://doi.org/10.1109/iv47402.2020.9304793" @default.
• W3120338137 hasPublicationYear "2020" @default.
• W3120338137 type Work @default.
• W3120338137 sameAs 3120338137 @default.
• W3120338137 citedByCount "47" @default.
• W3120338137 countsByYear W31203381372021 @default.
• W3120338137 countsByYear W31203381372022 @default.
• W3120338137 countsByYear W31203381372023 @default.
• W3120338137 crossrefType "proceedings-article" @default.
• W3120338137 hasAuthorship W3120338137A5020898778 @default.
• W3120338137 hasAuthorship W3120338137A5023316826 @default.
• W3120338137 hasAuthorship W3120338137A5041189908 @default.
• W3120338137 hasAuthorship W3120338137A5044274740 @default.
• W3120338137 hasAuthorship W3120338137A5051562500 @default.
• W3120338137 hasAuthorship W3120338137A5052558347 @default.
• W3120338137 hasAuthorship W3120338137A5054583241 @default.
• W3120338137 hasAuthorship W3120338137A5059361720 @default.
• W3120338137 hasAuthorship W3120338137A5073524192 @default.
• W3120338137 hasAuthorship W3120338137A5078486130 @default.
• W3120338137 hasBestOaLocation W31203381372 @default.
• W3120338137 hasConcept C108583219 @default.
• W3120338137 hasConcept C11413529 @default.
• W3120338137 hasConcept C119857082 @default.
• W3120338137 hasConcept C134306372 @default.
• W3120338137 hasConcept C136389625 @default.
• W3120338137 hasConcept C153180895 @default.
• W3120338137 hasConcept C154945302 @default.
• W3120338137 hasConcept C177264268 @default.
• W3120338137 hasConcept C199360897 @default.
• W3120338137 hasConcept C26517878 @default.
• W3120338137 hasConcept C2776151529 @default.
• W3120338137 hasConcept C2776321320 @default.
• W3120338137 hasConcept C2779231336 @default.
• W3120338137 hasConcept C33923547 @default.
• W3120338137 hasConcept C36503486 @default.
• W3120338137 hasConcept C38652104 @default.
• W3120338137 hasConcept C41008148 @default.
• W3120338137 hasConcept C48044578 @default.
• W3120338137 hasConcept C50644808 @default.
• W3120338137 hasConcept C51632099 @default.
• W3120338137 hasConcept C58973888 @default.
• W3120338137 hasConcept C77088390 @default.
• W3120338137 hasConcept C77967617 @default.
• W3120338137 hasConceptScore W3120338137C108583219 @default.
• W3120338137 hasConceptScore W3120338137C11413529 @default.
• W3120338137 hasConceptScore W3120338137C119857082 @default.
• W3120338137 hasConceptScore W3120338137C134306372 @default.
• W3120338137 hasConceptScore W3120338137C136389625 @default.
• W3120338137 hasConceptScore W3120338137C153180895 @default.
• W3120338137 hasConceptScore W3120338137C154945302 @default.
• W3120338137 hasConceptScore W3120338137C177264268 @default.
• W3120338137 hasConceptScore W3120338137C199360897 @default.
• W3120338137 hasConceptScore W3120338137C26517878 @default.
• W3120338137 hasConceptScore W3120338137C2776151529 @default.
• W3120338137 hasConceptScore W3120338137C2776321320 @default.
• W3120338137 hasConceptScore W3120338137C2779231336 @default.
• W3120338137 hasConceptScore W3120338137C33923547 @default.
• W3120338137 hasConceptScore W3120338137C36503486 @default.
• W3120338137 hasConceptScore W3120338137C38652104 @default.
• W3120338137 hasConceptScore W3120338137C41008148 @default.
• W3120338137 hasConceptScore W3120338137C48044578 @default.
• W3120338137 hasConceptScore W3120338137C50644808 @default.
• W3120338137 hasConceptScore W3120338137C51632099 @default.
• W3120338137 hasConceptScore W3120338137C58973888 @default.
• W3120338137 hasConceptScore W3120338137C77088390 @default.
• W3120338137 hasConceptScore W3120338137C77967617 @default.
• W3120338137 hasLocation W31203381371 @default.
• W3120338137 hasLocation W31203381372 @default.
• W3120338137 hasOpenAccess W3120338137 @default.
• W3120338137 hasPrimaryLocation W31203381371 @default.
• W3120338137 hasRelatedWork W2295628041 @default.
• W3120338137 hasRelatedWork W2597787948 @default.
• W3120338137 hasRelatedWork W2908875379 @default.
• W3120338137 hasRelatedWork W2947809439 @default.
• W3120338137 hasRelatedWork W2951786554 @default.
• W3120338137 hasRelatedWork W3200361725 @default.
• W3120338137 hasRelatedWork W3210156800 @default.
• W3120338137 hasRelatedWork W4287760869 @default.
• W3120338137 hasRelatedWork W4319309271 @default.

• next