140 citations · 735 across the 46 of their papers we have counts for
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stat.ML2012★ 1 cited
Unsupervised Detection and Tracking of Arbitrary Objects with Dependent Dirichlet Process Mixtures
Willie Neiswanger, Frank Wood
This paper proposes a technique for the unsupervised detection and tracking of arbitrary objects in videos. It is intended to reduce the need for detection and localization methods…
stat.ML2012★ 48 cited
Inference in Hidden Markov Models with Explicit State Duration Distributions
Michael Dewar, Chris Wiggins, Frank Wood
In this letter we borrow from the inference techniques developed for unbounded state-cardinality (nonparametric) variants of the HMM and use them to develop a tuning-parameter free…