34 citations · 46 across the 3 of their papers we have counts for
3 papers
cs.CV2013★ 11 cited
Pooling-Invariant Image Feature Learning
Yangqing Jia, Oriol Vinyals, Trevor Darrell
Unsupervised dictionary learning has been a key component in state-of-the-art computer vision recognition architectures. While highly effective methods exist for patch-based dictio…
cs.LG2013★ 1 cited
Why Size Matters: Feature Coding as Nystrom Sampling
Oriol Vinyals, Yangqing Jia, Trevor Darrell
Recently, the computer vision and machine learning community has been in favor of feature extraction pipelines that rely on a coding step followed by a linear classifier, due to th…
cs.LG2012★ 34 cited
Factorized Multi-Modal Topic Model
Seppo Virtanen, Yangqing Jia, Arto Klami +1
Multi-modal data collections, such as corpora of paired images and text snippets, require analysis methods beyond single-view component and topic models. For continuous observation…