Difference between revisions of "Seunghyeon Seo"

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:Tel: (+82)31-888-9579
 
:Tel: (+82)31-888-9579
 
:e-mail: zzzlssh@snu.ac.kr <br>
 
:e-mail: zzzlssh@snu.ac.kr <br>
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:[https://shawn615.github.io/ Research Page] [https://scholar.google.com/citations?user=LL9u-5IAAAAJ&hl=en&oi=ao Google Scholar] [https://www.linkedin.com/in/shawn615/ LinkedIn]
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:[https://shawn615.github.io/ Research Page] [https://scholar.google.com/citations?user=LL9u-5IAAAAJ&hl=en&oi=ao Google Scholar] [https://www.linkedin.com/in/shawn615/ LinkedIn] [https://github.com/shawn615/ Github]
 
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<li> '''Seunghyeon Seo''', Yeonjin Chang, Nojun Kwak, "[https://arxiv.org/abs/2306.17723 FlipNeRF: Flipped Reflection Rays for Few-shot Novel View Synthesis]", International Conference on Computer Vision 2023 ('''ICCV 2023'''), Oct. 2023. ([https://shawn615.github.io/flipnerf/ Project Page])
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<li> '''Seunghyeon Seo''', Yeonjin Chang, Nojun Kwak, "[https://arxiv.org/abs/2306.17723 FlipNeRF: Flipped Reflection Rays for Few-shot Novel View Synthesis]", '''ICCV 2023'''. ([https://shawn615.github.io/flipnerf/ Project Page])
 
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<li> '''Seunghyeon Seo''', Jaeyoung Yoo, Jihye Hwang, Nojun Kwak, "[https://arxiv.org/abs/2302.08751 MDPose: Real-Time Multi-Person Pose Estimation via Mixture Density Model]", The 39th Conference on Uncertainty in Artificial Intelligence ('''UAI 2023'''), Jul. 2023.
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<li> '''Seunghyeon Seo''', Jaeyoung Yoo, Jihye Hwang, Nojun Kwak, "[https://arxiv.org/abs/2302.08751 MDPose: Real-Time Multi-Person Pose Estimation via Mixture Density Model]", '''UAI 2023'''.
 
</li>
 
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<li> Jaeyoung Yoo*, Hojun Lee*, '''Seunghyeon Seo''', Inseop Chung, Nojun Kwak, "[https://arxiv.org/abs/2205.08714 End-to-End Multi-Object Detection with a Regularized Mixture Model]", The Fortieth International Conference on Machine Learning ('''ICML 2023'''), Jul. 2023, * indicates equal contribution.
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<li> Jaeyoung Yoo*, Hojun Lee*, '''Seunghyeon Seo''', Inseop Chung, Nojun Kwak, "[https://arxiv.org/abs/2205.08714 End-to-End Multi-Object Detection with a Regularized Mixture Model]", * indicates equal contribution, '''ICML 2023'''. ([https://github.com/lhj815/D-RMM Code])
 
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<li> '''Seunghyeon Seo''', Donghoon Han*, Yeonjin Chang*, Nojun Kwak, "[https://arxiv.org/abs/2302.08788 MixNeRF: Modeling a Ray with Mixture Density for Novel View Synthesis from Sparse Inputs]", IEEE/CVF Conference on Computer Vision and Pattern Recognition 2023 ('''CVPR 2023'''), Jun. 2023, * indicates equal contribution. ([https://shawn615.github.io/mixnerf/ Project Page])
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<li> '''Seunghyeon Seo''', Donghoon Han*, Yeonjin Chang*, Nojun Kwak, "[https://arxiv.org/abs/2302.08788 MixNeRF: Modeling a Ray with Mixture Density for Novel View Synthesis from Sparse Inputs]", * indicates equal contribution, '''CVPR 2023'''. ([https://shawn615.github.io/mixnerf/ Project Page])
 
</li>
 
</li>
  
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<li> Jongmok Kim, Jooyoung Jang, '''Seunghyeon Seo''', Jisoo Jeong, Jongkeun Na, Nojun Kwak, "[https://openaccess.thecvf.com/content/CVPR2022/papers/Kim_MUM_Mix_Image_Tiles_and_UnMix_Feature_Tiles_for_Semi-Supervised_CVPR_2022_paper.pdf MUM: Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object Detection]", IEEE/CVF Conference on Computer Vision and Pattern Recognition 2022 ('''CVPR 2022'''), Jun. 2022.
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<li> Jongmok Kim, Jooyoung Jang, '''Seunghyeon Seo''', Jisoo Jeong, Jongkeun Na, Nojun Kwak, "[https://openaccess.thecvf.com/content/CVPR2022/papers/Kim_MUM_Mix_Image_Tiles_and_UnMix_Feature_Tiles_for_Semi-Supervised_CVPR_2022_paper.pdf MUM: Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object Detection]", '''CVPR 2022'''. ([https://github.com/JongMokKim/mix-unmix Code])
 
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<li> Kyuewang Lee*, Inseop Chung*, Daeho Um, Jaeseok Choi, Yeji Song, '''Seunghyeon Seo''', Nojun Kwak, Jin Young Choi, "Multi-modal Object Detection, Tracking, and Action Classification for Unmanned Outdoor Surveillance Robots", The 21st International Conference on Control, Automation and Systems ('''ICCAS 2021'''), Oct. 2021, * indicates equal contribution.
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<li> Kyuewang Lee*, Inseop Chung*, Daeho Um, Jaeseok Choi, Yeji Song, '''Seunghyeon Seo''', Nojun Kwak, Jin Young Choi, "Multi-modal Object Detection, Tracking, and Action Classification for Unmanned Outdoor Surveillance Robots", * indicates equal contribution, '''ICCAS 2021'''.
 
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<li> Donghoon Han, '''Seunghyeon Seo''', DongHyeon Jeon, Jiho Jang, Chaerin Kong, Nojun Kwak, "ConcatPlexer: Additional Dim1 Batching for Faster ViTs", May 2023.
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<li> Yeonjin Chang, Yearim Kim, '''Seunghyeon Seo''', Jung Yi, Nojun Kwak, "Fast Sun-aligned Outdoor Scene Relighting based on TensoRF".
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<li> Donghoon Han, '''Seunghyeon Seo''', DongHyeon Jeon, Jiho Jang, Chaerin Kong, Nojun Kwak, "[https://arxiv.org/abs/2308.11199 ConcatPlexer: Additional Dim1 Batching for Faster ViTs]".
 
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Artificial intelligence research about cross-modal dialogue modeling for one-on-one multi-modal interactions, May. 2022 ~ Present
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Artificial intelligence research about cross-modal dialogue modeling for one-on-one multi-modal interactions, May. 2022 ~ Jul. 2023
 
</li>
 
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Revision as of 21:21, 5 September 2023

Seunghyeon.JPG Seunghyeon Seo (서승현)

서울대학교 협동과정 인공지능전공 석박사통합과정 (2021.03 ~ )
서울대학교 농경제사회학부 지역정보전공/인문데이터과학(연계전공) 학사 졸업 (2021.02)


Tel: (+82)31-888-9579
e-mail: zzzlssh@snu.ac.kr
Research Page Google Scholar LinkedIn Github

Research Interests

Deep Learning, Computer Vision, Human Pose Estimation, Neural Rendering

Work Experience

  • Jun. 2020 ~ Nov. 2020:
    Research Assistant at ThinkforBL Consulting Group, Korea.
  • Sep. 2019 ~ Feb. 2020:
    Intern at the Committee on World Food Security, Food and Agriculture Organization of the United Nations (FAO), Italy.

Education

  • Mar. 2021 ~ Present:
    M.S./Ph.D. Student, Interdisciplinary Program in Artificial Intelligence, College of Engineering, Seoul National University, Korea.
  • Feb. 2021:
    B.S., Regional Information Major / Data Science for the Humanities (Combined Minor), Seoul National University, Korea.
  • Jan. 2019 ~ Jun. 2019:
    Exchange Student, Economics / International Relations, Sciences Po (Paris Campus), France.

Publications

International Conferences


Under Review

Projects

  • Artificial intelligence research about cross-modal dialogue modeling for one-on-one multi-modal interactions, May. 2022 ~ Jul. 2023
  • Development of real-time multi-camera object tracking and identification technology, Jun. 2021 ~ Dec. 2021
  • Development of multimodal sensor-based intelligent systems for outdoor surveillance robots, Jan. 2021 ~ Aug. 2021
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