Search Results for author: Min Soo Kim

Found 3 papers, 2 papers with code

DUET: Detection Utilizing Enhancement for Text in Scanned or Captured Documents

no code implementations10 Jun 2021 Eun-Soo Jung, HyeongGwan Son, Kyusam Oh, Yongkeun Yun, Soonhwan Kwon, Min Soo Kim

Moreover, ablations are conducted and the results confirm the effectiveness of the synthetic data, auxiliary task, and weak-supervision.

Multi-Task Learning Text Detection

PLAM: a Posit Logarithm-Approximate Multiplier

1 code implementation18 Feb 2021 Raul Murillo, Alberto A. Del Barrio, Guillermo Botella, Min Soo Kim, HyunJin Kim, Nader Bagherzadeh

The Posit Number System was introduced in 2017 as a replacement for floating-point numbers.

The Effects of Approximate Multiplication on Convolutional Neural Networks

1 code implementation20 Jul 2020 Min Soo Kim, Alberto A. Del Barrio, HyunJin Kim, Nader Bagherzadeh

The approximate multiplication can reduce the cost of the underlying circuits so that CNN inferences can be performed more efficiently in hardware accelerators.

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