Matches in SemOpenAlex for { <https://semopenalex.org/work/W2752660961> ?p ?o ?g. }
Showing items 1 to 83 of
83
with 100 items per page.
- W2752660961 abstract "We investigate the non-identifiability issues associated with bidirectional adversarial training for joint distribution matching. Within a framework of conditional entropy, we propose both adversarial and non-adversarial approaches to learn desirable matched joint distributions for unsupervised and supervised tasks. We unify a broad family of adversarial models as joint distribution matching problems. Our approach stabilizes learning of unsupervised bidirectional adversarial learning methods. Further, we introduce an extension for semi-supervised learning tasks. Theoretical results are validated in synthetic data and real-world applications." @default.
- W2752660961 created "2017-09-15" @default.
- W2752660961 creator A5003075563 @default.
- W2752660961 creator A5006435999 @default.
- W2752660961 creator A5016448581 @default.
- W2752660961 creator A5023417820 @default.
- W2752660961 creator A5029042665 @default.
- W2752660961 creator A5056639842 @default.
- W2752660961 creator A5088664989 @default.
- W2752660961 date "2017-09-05" @default.
- W2752660961 modified "2023-09-28" @default.
- W2752660961 title "ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching" @default.
- W2752660961 hasPublicationYear "2017" @default.
- W2752660961 type Work @default.
- W2752660961 sameAs 2752660961 @default.
- W2752660961 citedByCount "0" @default.
- W2752660961 crossrefType "posted-content" @default.
- W2752660961 hasAuthorship W2752660961A5003075563 @default.
- W2752660961 hasAuthorship W2752660961A5006435999 @default.
- W2752660961 hasAuthorship W2752660961A5016448581 @default.
- W2752660961 hasAuthorship W2752660961A5023417820 @default.
- W2752660961 hasAuthorship W2752660961A5029042665 @default.
- W2752660961 hasAuthorship W2752660961A5056639842 @default.
- W2752660961 hasAuthorship W2752660961A5088664989 @default.
- W2752660961 hasConcept C105795698 @default.
- W2752660961 hasConcept C106301342 @default.
- W2752660961 hasConcept C119857082 @default.
- W2752660961 hasConcept C121332964 @default.
- W2752660961 hasConcept C122770356 @default.
- W2752660961 hasConcept C127413603 @default.
- W2752660961 hasConcept C154945302 @default.
- W2752660961 hasConcept C165064840 @default.
- W2752660961 hasConcept C170154142 @default.
- W2752660961 hasConcept C18555067 @default.
- W2752660961 hasConcept C18653775 @default.
- W2752660961 hasConcept C33923547 @default.
- W2752660961 hasConcept C37736160 @default.
- W2752660961 hasConcept C41008148 @default.
- W2752660961 hasConcept C62520636 @default.
- W2752660961 hasConcept C8038995 @default.
- W2752660961 hasConceptScore W2752660961C105795698 @default.
- W2752660961 hasConceptScore W2752660961C106301342 @default.
- W2752660961 hasConceptScore W2752660961C119857082 @default.
- W2752660961 hasConceptScore W2752660961C121332964 @default.
- W2752660961 hasConceptScore W2752660961C122770356 @default.
- W2752660961 hasConceptScore W2752660961C127413603 @default.
- W2752660961 hasConceptScore W2752660961C154945302 @default.
- W2752660961 hasConceptScore W2752660961C165064840 @default.
- W2752660961 hasConceptScore W2752660961C170154142 @default.
- W2752660961 hasConceptScore W2752660961C18555067 @default.
- W2752660961 hasConceptScore W2752660961C18653775 @default.
- W2752660961 hasConceptScore W2752660961C33923547 @default.
- W2752660961 hasConceptScore W2752660961C37736160 @default.
- W2752660961 hasConceptScore W2752660961C41008148 @default.
- W2752660961 hasConceptScore W2752660961C62520636 @default.
- W2752660961 hasConceptScore W2752660961C8038995 @default.
- W2752660961 hasLocation W27526609611 @default.
- W2752660961 hasOpenAccess W2752660961 @default.
- W2752660961 hasPrimaryLocation W27526609611 @default.
- W2752660961 hasRelatedWork W2245869277 @default.
- W2752660961 hasRelatedWork W2795155917 @default.
- W2752660961 hasRelatedWork W2807538480 @default.
- W2752660961 hasRelatedWork W2912240430 @default.
- W2752660961 hasRelatedWork W2939496611 @default.
- W2752660961 hasRelatedWork W2947563562 @default.
- W2752660961 hasRelatedWork W2962904108 @default.
- W2752660961 hasRelatedWork W2963592272 @default.
- W2752660961 hasRelatedWork W2963870211 @default.
- W2752660961 hasRelatedWork W2982324875 @default.
- W2752660961 hasRelatedWork W2995645057 @default.
- W2752660961 hasRelatedWork W3007712033 @default.
- W2752660961 hasRelatedWork W3018911559 @default.
- W2752660961 hasRelatedWork W3018954346 @default.
- W2752660961 hasRelatedWork W3024886890 @default.
- W2752660961 hasRelatedWork W3104032928 @default.
- W2752660961 hasRelatedWork W3122263332 @default.
- W2752660961 hasRelatedWork W3129829036 @default.
- W2752660961 hasRelatedWork W3198731329 @default.
- W2752660961 hasRelatedWork W3200548555 @default.
- W2752660961 isParatext "false" @default.
- W2752660961 isRetracted "false" @default.
- W2752660961 magId "2752660961" @default.
- W2752660961 workType "article" @default.