Search Results for author: Yeachan Park

Found 4 papers, 2 papers with code

Expressive Power of ReLU and Step Networks under Floating-Point Operations

no code implementations26 Jan 2024 Yeachan Park, Geonho Hwang, Wonyeol Lee, Sejun Park

In this work, we analyze the expressive power of neural networks under a more realistic setup: when we use floating-point numbers and operations.

Memorization

Self-Knowledge Distillation via Dropout

no code implementations11 Aug 2022 Hyoje Lee, Yeachan Park, Hyun Seo, Myungjoo Kang

In this paper, we propose a simple and effective self-knowledge distillation method using a dropout (SD-Dropout).

Adversarial Robustness Image Classification +4

MCW-Net: Single Image Deraining with Multi-level Connections and Wide Regional Non-local Blocks

1 code implementation29 Sep 2020 Yeachan Park, Myeongho Jeon, Junho Lee, Myungjoo Kang

Experimental results on both synthetic and real-world rainy datasets demonstrate that the proposed model significantly outperforms existing state-of-the-art models.

Single Image Deraining

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