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Pelin Dogan

2 accepted papers

2018

A Neural Multi-Sequence Alignment TeCHnique (NeuMATCH)

CVPR 2018poster

The alignment of heterogeneous sequential data (video to text) is an important and challenging problem. Standard techniques for this task, including Dynamic Time Warping (DTW) and Conditional Random Fields (CRFs), suffer from inherent drawbacks. Mainly, the Markov assumption implies that, given the…