156 citations · 522 across the 37 of their papers we have counts for
9 papers · 1 filter
ParsiNorm: A Persian Toolkit for Speech Processing Normalization
Romina Oji, Seyedeh Fatemeh Razavi, Sajjad Abdi Dehsorkh +3
In general, speech processing models consist of a language model along with an acoustic model. Regardless of the language model's complexity and variants, three critical pre-proces…
Self-attention Presents Low-dimensional Knowledge Graph Embeddings for Link Prediction
Peyman Baghershahi, Reshad Hosseini, Hadi Moradi
A few models have tried to tackle the link prediction problem, also known as knowledge graph completion, by embedding knowledge graphs in comparably lower dimensions. However, the…
Riemannian preconditioned coordinate descent for low multi-linear rank approximation
Mohammad Hamed, Reshad Hosseini
This paper presents a memory efficient, first-order method for low multi-linear rank approximation of high-order, high-dimensional tensors. In our method, we exploit the second-ord…
Solving Viewing Graph Optimization for Simultaneous Position and Rotation Registration
Seyed-Mahdi Nasiri, Reshad Hosseini, Hadi Moradi
A viewing graph is a set of unknown camera poses, as the vertices, and the observed relative motions, as the edges. Solving the viewing graph is an essential step in a Structure-fr…
Vector Transport Free Riemannian LBFGS for Optimization on Symmetric Positive Definite Matrix Manifolds
Reza Godaz, Benyamin Ghojogh, Reshad Hosseini +3
This work concentrates on optimization on Riemannian manifolds. The Limited-memory Broyden-Fletcher-Goldfarb-Shanno (LBFGS) algorithm is a commonly used quasi-Newton method for num…
Optimal Triangulation Method is Not Really Optimal
Seyed-Mahdi Nasiri, Reshad Hosseini, Hadi Moradi
Triangulation refers to the problem of finding a 3D point from its 2D projections on multiple camera images. For solving this problem, it is the common practice to use so-called op…