Search Results for author: Stanimire Tomov

Found 3 papers, 0 papers with code

GPU-Based Homotopy Continuation for Minimal Problems in Computer Vision

no code implementations CVPR 2022 Chiang-Heng Chien, Hongyi Fan, Ahmad Abdelfattah, Elias Tsigaridas, Stanimire Tomov, Benjamin Kimia

Homotopy Continuation (HC) can solve more complex problems without the stability issues, and with guarantees of a global solution, but they are known to be slow.

Pose Estimation

Integrating Deep Learning in Domain Sciences at Exascale

no code implementations23 Nov 2020 Rick Archibald, Edmond Chow, Eduardo D'Azevedo, Jack Dongarra, Markus Eisenbach, Rocco Febbo, Florent Lopez, Daniel Nichols, Stanimire Tomov, Kwai Wong, Junqi Yin

This paper discusses the necessities of an HPC deep learning framework and how those needs can be provided (e. g., as in MagmaDNN) through a deep integration with existing HPC libraries, such as MAGMA and its modular memory management, MPI, CuBLAS, CuDNN, MKL, and HIP.

Management

On Deep Neural Networks for Detecting Heart Disease

no code implementations22 Aug 2018 Nathalie-Sofia Tomov, Stanimire Tomov

To this end, we investigate the potential of using data analysis, and in particular the design and use of deep neural networks (DNNs) for detecting heart disease based on routine clinical data.

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