259 citations · 803 across the 48 of their papers we have counts for
3 papers · 1 filter
Sequence Summarization Using Order-constrained Kernelized Feature Subspaces
Anoop Cherian, Suvrit Sra, Richard Hartley
Representations that can compactly and effectively capture temporal evolution of semantic content are important to machine learning algorithms that operate on multi-variate time-se…
Memory Efficient Max Flow for Multi-label Submodular MRFs
Thalaiyasingam Ajanthan, Richard Hartley, Mathieu Salzmann
Multi-label submodular Markov Random Fields (MRFs) have been shown to be solvable using max-flow based on an encoding of the labels proposed by Ishikawa, in which each variable $X_…
A Projected Gradient Descent Method for CRF Inference allowing End-To-End Training of Arbitrary Pairwise Potentials
Måns Larsson, Anurag Arnab, Fredrik Kahl +2
Are we using the right potential functions in the Conditional Random Field models that are popular in the Vision community? Semantic segmentation and other pixel-level labelling ta…