FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3167964457> ?p ?o ?g. }

• W3167964457 abstract "Machine learning models often use spurious patterns such as relying on presence of a person to detect a tennis racket, which do not generalize. In this work, we present an end-to-end pipeline for identifying and mitigating spurious patterns for image classifiers. We start by finding patterns such as the model's prediction for tennis racket changes 63% of time if we hide people. Then, if a pattern is spurious, we mitigate it via a novel form of data augmentation. We demonstrate that this approach identifies a diverse set of spurious patterns and that it mitigates them by producing a model that is both more accurate on a distribution where spurious pattern is not helpful and more robust to distribution shift." @default.
• W3167964457 created "2021-06-22" @default.
• W3167964457 creator A5019726734 @default.
• W3167964457 creator A5029768722 @default.
• W3167964457 creator A5033668205 @default.
• W3167964457 date "2021-06-03" @default.
• W3167964457 modified "2023-09-23" @default.
• W3167964457 title "Finding and Fixing Spurious Patterns with Explanations." @default.
• W3167964457 cites W1522301498 @default.
• W3167964457 cites W1861492603 @default.
• W3167964457 cites W2148143831 @default.
• W3167964457 cites W2169393322 @default.
• W3167964457 cites W2194775991 @default.
• W3167964457 cites W2282821441 @default.
• W3167964457 cites W2560730294 @default.
• W3167964457 cites W2788481061 @default.
• W3167964457 cites W2891612330 @default.
• W3167964457 cites W2903703378 @default.
• W3167964457 cites W2907097116 @default.
• W3167964457 cites W2962858109 @default.
• W3167964457 cites W2963276306 @default.
• W3167964457 cites W2963420481 @default.
• W3167964457 cites W2963798744 @default.
• W3167964457 cites W2964159526 @default.
• W3167964457 cites W2970971581 @default.
• W3167964457 cites W2995793065 @default.
• W3167964457 cites W3017038769 @default.
• W3167964457 cites W3034410824 @default.
• W3167964457 cites W3035118239 @default.
• W3167964457 cites W3035215724 @default.
• W3167964457 cites W3035512383 @default.
• W3167964457 cites W3035517717 @default.
• W3167964457 cites W3035602609 @default.
• W3167964457 cites W3092661284 @default.
• W3167964457 cites W3092787839 @default.
• W3167964457 cites W3093377743 @default.
• W3167964457 cites W3099884329 @default.
• W3167964457 cites W3101794068 @default.
• W3167964457 cites W3105115233 @default.
• W3167964457 cites W3106031957 @default.
• W3167964457 cites W3108272348 @default.
• W3167964457 cites W3124244628 @default.
• W3167964457 cites W3127572416 @default.
• W3167964457 cites W3128637142 @default.
• W3167964457 cites W3170865782 @default.
• W3167964457 hasPublicationYear "2021" @default.
• W3167964457 type Work @default.
• W3167964457 sameAs 3167964457 @default.
• W3167964457 citedByCount "1" @default.
• W3167964457 countsByYear W31679644572021 @default.
• W3167964457 crossrefType "posted-content" @default.
• W3167964457 hasAuthorship W3167964457A5019726734 @default.
• W3167964457 hasAuthorship W3167964457A5029768722 @default.
• W3167964457 hasAuthorship W3167964457A5033668205 @default.
• W3167964457 hasConcept C119857082 @default.
• W3167964457 hasConcept C121332964 @default.
• W3167964457 hasConcept C153180895 @default.
• W3167964457 hasConcept C154945302 @default.
• W3167964457 hasConcept C177264268 @default.
• W3167964457 hasConcept C199360897 @default.
• W3167964457 hasConcept C24890656 @default.
• W3167964457 hasConcept C2778707667 @default.
• W3167964457 hasConcept C41008148 @default.
• W3167964457 hasConcept C43521106 @default.
• W3167964457 hasConcept C65655974 @default.
• W3167964457 hasConcept C97256817 @default.
• W3167964457 hasConceptScore W3167964457C119857082 @default.
• W3167964457 hasConceptScore W3167964457C121332964 @default.
• W3167964457 hasConceptScore W3167964457C153180895 @default.
• W3167964457 hasConceptScore W3167964457C154945302 @default.
• W3167964457 hasConceptScore W3167964457C177264268 @default.
• W3167964457 hasConceptScore W3167964457C199360897 @default.
• W3167964457 hasConceptScore W3167964457C24890656 @default.
• W3167964457 hasConceptScore W3167964457C2778707667 @default.
• W3167964457 hasConceptScore W3167964457C41008148 @default.
• W3167964457 hasConceptScore W3167964457C43521106 @default.
• W3167964457 hasConceptScore W3167964457C65655974 @default.
• W3167964457 hasConceptScore W3167964457C97256817 @default.
• W3167964457 hasLocation W31679644571 @default.
• W3167964457 hasOpenAccess W3167964457 @default.
• W3167964457 hasPrimaryLocation W31679644571 @default.
• W3167964457 hasRelatedWork W1493481497 @default.
• W3167964457 hasRelatedWork W2056464553 @default.
• W3167964457 hasRelatedWork W2183230259 @default.
• W3167964457 hasRelatedWork W2184059664 @default.
• W3167964457 hasRelatedWork W2527691228 @default.
• W3167964457 hasRelatedWork W2595017202 @default.
• W3167964457 hasRelatedWork W2741933435 @default.
• W3167964457 hasRelatedWork W2773726006 @default.
• W3167964457 hasRelatedWork W2790165293 @default.
• W3167964457 hasRelatedWork W2892957845 @default.
• W3167964457 hasRelatedWork W2894949217 @default.
• W3167964457 hasRelatedWork W2899670155 @default.
• W3167964457 hasRelatedWork W2979200397 @default.
• W3167964457 hasRelatedWork W2990966626 @default.
• W3167964457 hasRelatedWork W3034791248 @default.
• W3167964457 hasRelatedWork W3171589712 @default.
• W3167964457 hasRelatedWork W3199277570 @default.
• W3167964457 hasRelatedWork W3206275068 @default.
• W3167964457 hasRelatedWork W3213304991 @default.

• next