1.6k citations · 2k across the 14 of their papers we have counts for
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Visual Congruent Ads for Image Search
Yannis Kalantidis, Ayman Farahat, Lyndon Kennedy +2
The quality of user experience online is affected by the relevance and placement of advertisements. We propose a new system for selecting and displaying visual advertisements in im…
LOH and behold: Web-scale visual search, recommendation and clustering using Locally Optimized Hashing
Yannis Kalantidis, Lyndon Kennedy, Huy Nguyen +2
We propose a novel hashing-based matching scheme, called Locally Optimized Hashing (LOH), based on a state-of-the-art quantization algorithm that can be used for efficient, large-s…
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…
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…