269 citations · 1k across the 33 of their papers we have counts for
4 papers · 1 filter
Tag Prediction at Flickr: a View from the Darkroom
Kofi Boakye, Sachin Farfade, Hamid Izadinia +2
Automated photo tagging has established itself as one of the most compelling applications of deep learning. While deep convolutional neural networks have repeatedly demonstrated to…
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…