I am a PhD student advised by Professor Joon Son Chung, at KAIST. My research interests are in the areas of machine learning, computer vision, with a focus on multi-modal machine learning (audio-visual, vision-language) and spoken language.

 Publication

2023 : ICASSP(1), CVPR(1), ICCV(1)

• Hindi as a second language: Improving Visually Grounded Speech with Semantically Similar Samples
  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
  Hyeonggon Ryu*, Arda Senocak*, In So Kweon, Joon Son Chung(*: equal contribution)

• Generative Bias for Robust Visual Question Answering
  IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), 2023
  Jae Won Cho, Dong-Jin Kim, Hyeonggon Ryu, In So Kweon

• Sound Source Localization is all about Cross-Modal Alignment
  IEEE International Conference on Computer Vision (ICCV), 2023
  Arda Senocak*, Hyeonggon Ryu*, Junsik Kim*, Tae-Hyun Oh, Hanspeter Pfister, Joon Son Chung(*: equal contribution)

2022 : WACV(1), ICASSP(1), Preprint(1)

• Less Can Be More: Sound Source Localization With a Classification Model
  IEEE Winter Conference on Applications of Computer Vision (WACV), 2022
  Arda Senocak*, Hyeonggon Ryu*, Junsik Kim*, In So Kweon (*: equal contribution)
  Received Honorable Mention, 28th HumanTech Paper Award, Samsung Electronics Co., Ltd 

• Learning Sound Localization Better  from  Semantically Similar  Samples
  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022
  Arda Senocak*, Hyeonggon Ryu*, Junsik Kim*, In So Kweon(*: equal contribution)

• Audio-Visual Fusion Layers for Event Type Aware Video Recognition
  arXiv preprint arXiv:2202.05961
  Arda Senocak*, Junsik Kim*, Tae-Hyun Oh, Hyeonggon Ryu, Dingzeyu Li, In So Kweon(*: equal contribution)

 Education

• Ph.D. in KAIST, South Korea
  - Advisor: Professor Joon Son Chung

Mar. 2023 - Present

• M.S. in KAIST, South Korea
  - Advisor: Professor In So Kweon

Mar. 2021 - Feb. 2023

• B.S. in Hanyang University, South Korea
  - Graduation work:  The multi-speaker deep convolutional text-to-speech model

Mar. 2015 - Feb. 2021

Experiences

• Internship in MARG Lab., SNU, South Korea.
  - Advisor: Kyogu Lee
  - Text-to-speech, Sound source separation study

Jul. 2020 - Aug. 2020

• Exchange student, Uppsala university Uppsala, Sweden

Sep. 2019 - Jan. 2020

• Internship in RCV Lab., KAIST, South Korea.
  - Advisor: In So Kweon
  - Image captioning study

Jul. 2019 - Aug. 2019

• Military Service
  - Seoul Air Base, South Korea
  - Served as an assistant maintenance technician.

Sep. 2016 - Sep. 2018

Scholarship

• EE freshman scholarship, Hanyang University, South Korea

Mar. 2015 - Jun. 2016, Sep. 2018 - Dec. 2018

• Yangyoung scholarship, Yangyoung foundation, South Korea

Mar. 2019 - Dec. 2020