Matches in SemOpenAlex for { <https://semopenalex.org/work/W3166441720> ?p ?o ?g. }
- W3166441720 abstract "This paper introduces a new benchmark for large-scale image similarity detection. This benchmark is used for the Image Similarity Challenge at NeurIPS'21 (ISC2021). The goal is to determine whether a query image is a modified copy of any image in a reference corpus of size 1~million. The benchmark features a variety of image transformations such as automated transformations, hand-crafted image edits and machine-learning based manipulations. This mimics real-life cases appearing in social media, for example for integrity-related problems dealing with misinformation and objectionable content. The strength of the image manipulations, and therefore the difficulty of the benchmark, is calibrated according to the performance of a set of baseline approaches. Both the query and reference set contain a majority of distractor images that do not match, which corresponds to a real-life needle-in-haystack setting, and the evaluation metric reflects that. We expect the DISC21 benchmark to promote image copy detection as an important and challenging computer vision task and refresh the state of the art." @default.
- W3166441720 created "2021-06-22" @default.
- W3166441720 creator A5016525770 @default.
- W3166441720 creator A5019409717 @default.
- W3166441720 creator A5030331999 @default.
- W3166441720 creator A5036065895 @default.
- W3166441720 creator A5038939197 @default.
- W3166441720 creator A5040597750 @default.
- W3166441720 creator A5046083819 @default.
- W3166441720 creator A5051676423 @default.
- W3166441720 creator A5052343118 @default.
- W3166441720 creator A5053822883 @default.
- W3166441720 creator A5079235359 @default.
- W3166441720 creator A5090283032 @default.
- W3166441720 date "2021-06-17" @default.
- W3166441720 modified "2023-09-27" @default.
- W3166441720 title "The 2021 Image Similarity Dataset and Challenge" @default.
- W3166441720 cites W1556531089 @default.
- W3166441720 cites W1566135517 @default.
- W3166441720 cites W1566737483 @default.
- W3166441720 cites W1571129248 @default.
- W3166441720 cites W1584228047 @default.
- W3166441720 cites W1880913381 @default.
- W3166441720 cites W1984309565 @default.
- W3166441720 cites W2020308406 @default.
- W3166441720 cites W2031039904 @default.
- W3166441720 cites W2035364148 @default.
- W3166441720 cites W2038128495 @default.
- W3166441720 cites W2040002737 @default.
- W3166441720 cites W204268067 @default.
- W3166441720 cites W2044284589 @default.
- W3166441720 cites W2067766814 @default.
- W3166441720 cites W2071027807 @default.
- W3166441720 cites W2076188996 @default.
- W3166441720 cites W2096395091 @default.
- W3166441720 cites W2100398441 @default.
- W3166441720 cites W2118355530 @default.
- W3166441720 cites W2128017662 @default.
- W3166441720 cites W2129795158 @default.
- W3166441720 cites W2131846894 @default.
- W3166441720 cites W2137389980 @default.
- W3166441720 cites W2141362318 @default.
- W3166441720 cites W2148809531 @default.
- W3166441720 cites W2159498852 @default.
- W3166441720 cites W2162659160 @default.
- W3166441720 cites W2165477510 @default.
- W3166441720 cites W2165502232 @default.
- W3166441720 cites W2248625678 @default.
- W3166441720 cites W2250384498 @default.
- W3166441720 cites W2518058967 @default.
- W3166441720 cites W2535438591 @default.
- W3166441720 cites W2593864460 @default.
- W3166441720 cites W2607229032 @default.
- W3166441720 cites W2762484717 @default.
- W3166441720 cites W2769342113 @default.
- W3166441720 cites W2804156429 @default.
- W3166441720 cites W2883725317 @default.
- W3166441720 cites W2911925209 @default.
- W3166441720 cites W2915649242 @default.
- W3166441720 cites W2950972160 @default.
- W3166441720 cites W2963129433 @default.
- W3166441720 cites W2963154697 @default.
- W3166441720 cites W2964157791 @default.
- W3166441720 cites W2982524430 @default.
- W3166441720 cites W2988576913 @default.
- W3166441720 cites W3034978746 @default.
- W3166441720 cites W3035211587 @default.
- W3166441720 cites W3035305184 @default.
- W3166441720 cites W3035446294 @default.
- W3166441720 cites W3035524453 @default.
- W3166441720 cites W3088958837 @default.
- W3166441720 cites W3137923297 @default.
- W3166441720 hasPublicationYear "2021" @default.
- W3166441720 type Work @default.
- W3166441720 sameAs 3166441720 @default.
- W3166441720 citedByCount "3" @default.
- W3166441720 countsByYear W31664417202021 @default.
- W3166441720 crossrefType "posted-content" @default.
- W3166441720 hasAuthorship W3166441720A5016525770 @default.
- W3166441720 hasAuthorship W3166441720A5019409717 @default.
- W3166441720 hasAuthorship W3166441720A5030331999 @default.
- W3166441720 hasAuthorship W3166441720A5036065895 @default.
- W3166441720 hasAuthorship W3166441720A5038939197 @default.
- W3166441720 hasAuthorship W3166441720A5040597750 @default.
- W3166441720 hasAuthorship W3166441720A5046083819 @default.
- W3166441720 hasAuthorship W3166441720A5051676423 @default.
- W3166441720 hasAuthorship W3166441720A5052343118 @default.
- W3166441720 hasAuthorship W3166441720A5053822883 @default.
- W3166441720 hasAuthorship W3166441720A5079235359 @default.
- W3166441720 hasAuthorship W3166441720A5090283032 @default.
- W3166441720 hasConcept C103278499 @default.
- W3166441720 hasConcept C115961682 @default.
- W3166441720 hasConcept C119857082 @default.
- W3166441720 hasConcept C124101348 @default.
- W3166441720 hasConcept C13280743 @default.
- W3166441720 hasConcept C13424479 @default.
- W3166441720 hasConcept C153180895 @default.
- W3166441720 hasConcept C154945302 @default.
- W3166441720 hasConcept C162324750 @default.
- W3166441720 hasConcept C1667742 @default.