Dolby (Sweden)

output

20182023

most citedMultiplicative Updates for Convolutional NMF Under

β

-Divergence

7 citations

researchers with a paper here

J. Klejsa2 · h 10
Jordi Pons2 · h 24
L. Villemoes2 · h 17
Pedro J. Villasana T.2 profiles2 · h 1
Stanislaw Gorlow2 · h 6
Arvind T. Hariraman1 · h 1
Cong Zhou1 · h 5
D. Arteaga1 · h 6
P. Hedelin1 · h 19
P. Villasana T.1 · h 1
Roy Fejgin1 · h 2
Xiaoyu Liu1 · h 7

collaborating institutions

Dolby (Netherlands)NL1 paper
Dolby (United States)US1 paper
KTH Royal Institute of TechnologySE1 paper

Showing cs.LGShow all

2 papers · 1 filter

cs.LG2018

Exact multiplicative updates for convolutional $β$ -NMF in 2D

Pedro J. Villasana T., Stanislaw Gorlow

In this paper, we extend the $β$ -CNMF to two dimensions and derive exact multiplicative updates for its factors. The new updates generalize and correct the nonnegative matrix facto…

cs.LG2018★ 7 cited

Multiplicative Updates for Convolutional NMF Under $β$ -Divergence

Pedro J. Villasana T., Stanislaw Gorlow, Arvind T. Hariraman

In this letter, we generalize the convolutional NMF by taking the $β$ -divergence as the contrast function and present the correct multiplicative updates for its factors in closed f…

Exact multiplicative updates for convolutional β-NMF in 2D

Multiplicative Updates for Convolutional NMF Under β-Divergence

Exact multiplicative updates for convolutional $β$ -NMF in 2D

Multiplicative Updates for Convolutional NMF Under $β$ -Divergence