Matches in SemOpenAlex for { <https://semopenalex.org/work/W3212304713> ?p ?o ?g. }
Showing items 1 to 87 of
87
with 100 items per page.
- W3212304713 abstract "Modern video-text retrieval frameworks basically consist of three parts: video encoder, text encoder and the similarity head. With the success on both visual and textual representation learning, transformer based encoders and fusion methods have also been adopted in the field of video-text retrieval. In this report, we present CLIP2TV, aiming at exploring where the critical elements lie in transformer based methods. To achieve this, We first revisit some recent works on multi-modal learning, then introduce some techniques into video-text retrieval, finally evaluate them through extensive experiments in different configurations. Notably, CLIP2TV achieves 52.9@R1 on MSR-VTT dataset, outperforming the previous SOTA result by 4.1%." @default.
- W3212304713 created "2021-11-22" @default.
- W3212304713 creator A5041141529 @default.
- W3212304713 creator A5049341927 @default.
- W3212304713 creator A5053023740 @default.
- W3212304713 creator A5060542848 @default.
- W3212304713 creator A5066292657 @default.
- W3212304713 creator A5073113917 @default.
- W3212304713 date "2021-11-10" @default.
- W3212304713 modified "2023-09-26" @default.
- W3212304713 title "CLIP2TV: An Empirical Study on Transformer-based Methods for Video-Text Retrieval" @default.
- W3212304713 cites W2425121537 @default.
- W3212304713 cites W2885775891 @default.
- W3212304713 cites W2965458216 @default.
- W3212304713 cites W2984008963 @default.
- W3212304713 cites W3035524453 @default.
- W3212304713 cites W3043840704 @default.
- W3212304713 cites W3094502228 @default.
- W3212304713 cites W3122640483 @default.
- W3212304713 cites W3129719298 @default.
- W3212304713 cites W3135367836 @default.
- W3212304713 cites W3145807616 @default.
- W3212304713 cites W3152798676 @default.
- W3212304713 cites W3176799298 @default.
- W3212304713 cites W3180463990 @default.
- W3212304713 cites W3197804339 @default.
- W3212304713 cites W3204588463 @default.
- W3212304713 cites W3204670646 @default.
- W3212304713 cites W3211483028 @default.
- W3212304713 hasPublicationYear "2021" @default.
- W3212304713 type Work @default.
- W3212304713 sameAs 3212304713 @default.
- W3212304713 citedByCount "0" @default.
- W3212304713 crossrefType "posted-content" @default.
- W3212304713 hasAuthorship W3212304713A5041141529 @default.
- W3212304713 hasAuthorship W3212304713A5049341927 @default.
- W3212304713 hasAuthorship W3212304713A5053023740 @default.
- W3212304713 hasAuthorship W3212304713A5060542848 @default.
- W3212304713 hasAuthorship W3212304713A5066292657 @default.
- W3212304713 hasAuthorship W3212304713A5073113917 @default.
- W3212304713 hasConcept C111919701 @default.
- W3212304713 hasConcept C118505674 @default.
- W3212304713 hasConcept C119599485 @default.
- W3212304713 hasConcept C127413603 @default.
- W3212304713 hasConcept C154945302 @default.
- W3212304713 hasConcept C165801399 @default.
- W3212304713 hasConcept C204321447 @default.
- W3212304713 hasConcept C23123220 @default.
- W3212304713 hasConcept C41008148 @default.
- W3212304713 hasConcept C66322947 @default.
- W3212304713 hasConceptScore W3212304713C111919701 @default.
- W3212304713 hasConceptScore W3212304713C118505674 @default.
- W3212304713 hasConceptScore W3212304713C119599485 @default.
- W3212304713 hasConceptScore W3212304713C127413603 @default.
- W3212304713 hasConceptScore W3212304713C154945302 @default.
- W3212304713 hasConceptScore W3212304713C165801399 @default.
- W3212304713 hasConceptScore W3212304713C204321447 @default.
- W3212304713 hasConceptScore W3212304713C23123220 @default.
- W3212304713 hasConceptScore W3212304713C41008148 @default.
- W3212304713 hasConceptScore W3212304713C66322947 @default.
- W3212304713 hasLocation W32123047131 @default.
- W3212304713 hasOpenAccess W3212304713 @default.
- W3212304713 hasPrimaryLocation W32123047131 @default.
- W3212304713 hasRelatedWork W100608795 @default.
- W3212304713 hasRelatedWork W1560178921 @default.
- W3212304713 hasRelatedWork W177606550 @default.
- W3212304713 hasRelatedWork W1933084437 @default.
- W3212304713 hasRelatedWork W1980859269 @default.
- W3212304713 hasRelatedWork W2019754090 @default.
- W3212304713 hasRelatedWork W2101305062 @default.
- W3212304713 hasRelatedWork W2118638711 @default.
- W3212304713 hasRelatedWork W2161165711 @default.
- W3212304713 hasRelatedWork W2377418530 @default.
- W3212304713 hasRelatedWork W2387427424 @default.
- W3212304713 hasRelatedWork W2389268938 @default.
- W3212304713 hasRelatedWork W2943294985 @default.
- W3212304713 hasRelatedWork W3010722135 @default.
- W3212304713 hasRelatedWork W3023633125 @default.
- W3212304713 hasRelatedWork W3092382505 @default.
- W3212304713 hasRelatedWork W3157244563 @default.
- W3212304713 hasRelatedWork W3166599668 @default.
- W3212304713 hasRelatedWork W3176799298 @default.
- W3212304713 hasRelatedWork W3179529441 @default.
- W3212304713 isParatext "false" @default.
- W3212304713 isRetracted "false" @default.
- W3212304713 magId "3212304713" @default.
- W3212304713 workType "article" @default.