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pro vyhledávání: '"Qinami, Klint"'
Computer vision technology is being used by many but remains representative of only a few. People have reported misbehavior of computer vision models, including offensive prediction results and lower performance for underrepresented groups. Current c
Externí odkaz:
http://arxiv.org/abs/1912.07726
Autor:
Wang, Zeyu, Qinami, Klint, Karakozis, Ioannis Christos, Genova, Kyle, Nair, Prem, Hata, Kenji, Russakovsky, Olga
Computer vision models learn to perform a task by capturing relevant statistics from training data. It has been shown that models learn spurious age, gender, and race correlations when trained for seemingly unrelated tasks like activity recognition o
Externí odkaz:
http://arxiv.org/abs/1911.11834