2 papers
cs.CV2016
Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations
Ranjay Krishna, Yuke Zhu, Oliver Groth +9
Despite progress in perceptual tasks such as image classification, computers still perform poorly on cognitive tasks such as image description and question answering. Cognition is…
cs.HC2016
Embracing Error to Enable Rapid Crowdsourcing
Ranjay Krishna, Kenji Hata, Stephanie Chen +4
Microtask crowdsourcing has enabled dataset advances in social science and machine learning, but existing crowdsourcing schemes are too expensive to scale up with the expanding vol…