Search Results for author: Gheorghe-Teodor Bercea

Found 3 papers, 2 papers with code

Compiling ONNX Neural Network Models Using MLIR

1 code implementation19 Aug 2020 Tian Jin, Gheorghe-Teodor Bercea, Tung D. Le, Tong Chen, Gong Su, Haruki Imai, Yasushi Negishi, Anh Leu, Kevin O'Brien, Kiyokuni Kawachiya, Alexandre E. Eichenberger

Deep neural network models are becoming increasingly popular and have been used in various tasks such as computer vision, speech recognition, and natural language processing.

speech-recognition Speech Recognition

"Sliced" Subwindow Search: a Sublinear-complexity Solution to the Maximum Rectangle Problem

no code implementations31 Jul 2019 Max Reuter, Gheorghe-Teodor Bercea, Liana Fong

In general, our solution outperforms existing solutions when matrices are sufficiently large and a marginal decrease in accuracy is acceptable, such as in many problems involving natural images.

Object Localization

Firedrake: automating the finite element method by composing abstractions

1 code implementation8 Jan 2015 Florian Rathgeber, David A. Ham, Lawrence Mitchell, Michael Lange, Fabio Luporini, Andrew T. T. McRae, Gheorghe-Teodor Bercea, Graham R. Markall, Paul H. J. Kelly

Firedrake is a new tool for automating the numerical solution of partial differential equations.

Mathematical Software Numerical Analysis Numerical Analysis G.1.8; G.4

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