Doing

Hi, I’m Donghun Ryou

I am currently at the SNU Computer Vision Lab, advised by Prof. Bohyung Han. I am broadly interested in computer vision & deep learning. I focus on applying deep learning techniques to real-world scenarios, with an emphasis on considering robustness and efficiency.

Education

  • Seoul National University

Ph.D. Student, Computer Vision Lab

Sep, 2022 ~ present

  • POSTECH

B.S, Electrical Engineering

Feb, 2018 ~ Aug, 2022

  • RWTH Aachen University

Exchange Student

Sep, 2021 ~ Feb, 2022

Publication

Learning to Translate Noise for Robust Image Denoising [paper] [code] [project page]

Inju Ha*, Donghun Ryou*, Seonguk Seo, Bohyung Han

* indicates equal contribution

ArXiv

Robust Image Denoising through Adversarial Frequency Mixup [paper] [code]

Donghun Ryou, Inju Ha, Hyewon Yoo, Dongwan Kim, Bohyung Han

CVPR 2024

Multi-stage adaptive rank statistic pruning for lightweight human 3D mesh recovery model [paper]

Donghun Ryou, Kim Youwang and Tae-Hyun Oh

The Visual Computer Journal, Springer (TVCJ) 2023

Projects

Web application development

  • Web shopping application based short-form video
  • Used programming language : React, TypeScript

Camera software system design & development

  • 100day Camera creation project
  • Cheap and vintage aesthetic camera
  • instagram : luke__p100

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