9 citations · 15 across the 7 of their papers we have counts for
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cs.LG2020★ 2 cited
Deep Markov Spatio-Temporal Factorization
Amirreza Farnoosh, Behnaz Rezaei, Eli Zachary Sennesh +6
We introduce deep Markov spatio-temporal factorization (DMSTF), a generative model for dynamical analysis of spatio-temporal data. Like other factor analysis methods, DMSTF approxi…
cs.CV2020
G-LBM:Generative Low-dimensional Background Model Estimation from Video Sequences
Behnaz Rezaei, Amirreza Farnoosh, Sarah Ostadabbas
In this paper, we propose a computationally tractable and theoretically supported non-linear low-dimensional generative model to represent real-world data in the presence of noise…