Search Results for author: Yong-Ju Lee

Found 4 papers, 1 papers with code

Block-wise Word Embedding Compression Revisited: Better Weighting and Structuring

1 code implementation Findings (EMNLP) 2021 Jong-Ryul Lee, Yong-Ju Lee, Yong-Hyuk Moon

There was a study for proposing a block-wise low-rank approximation method for word embedding, called GroupReduce.

Quantization

KOALA: Self-Attention Matters in Knowledge Distillation of Latent Diffusion Models for Memory-Efficient and Fast Image Synthesis

no code implementations7 Dec 2023 Youngwan Lee, KwanYong Park, Yoorhim Cho, Yong-Ju Lee, Sung Ju Hwang

We hope that due to its balanced speed-performance tradeoff, our KOALA models can serve as a cost-effective alternative to SDXL in resource-constrained environments.

Denoising Image Generation +1

Precise Aerial Image Matching based on Deep Homography Estimation

no code implementations19 Jul 2021 Myeong-Seok Oh, Yong-Ju Lee, Seong-Whan Lee

In this paper, we propose a deep homography alignment network to precisely match two aerial images by progressively estimating the various transformation parameters.

Homography Estimation Image Registration

Dysarthric Speech Database for Development of QoLT Software Technology

no code implementations LREC 2012 Dae-Lim Choi, Bong-Wan Kim, Yeon-Whoa Kim, Yong-Ju Lee, Yongnam Um, Minhwa Chung

This paper also introduces the prompting items, the assessment of the speech disability severity of the speakers, and other considerations for the creation of a dysarthric speech.

Speech Recognition

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