Serim Ryou

Researcher, Samsung

Joined

February 2020

Serim Ryou (Preferred)

****@caltech.edu (Confirmed)

****@samsung.com (Confirmed)

****@gmail.com (Confirmed)

Researcher

Samsung (samsung.com)

2021 – Present

PhD student

California Institute of Technology (caltech.edu)

2014 – 2021

PhD Advisor

Pietro Perona

2014 – 2021

Computer Vision

Machine Learning

Pose Estimation

2014 – Present

BKinD-3D: Self-Supervised 3D Keypoint Discovery from Multi-View Videos
Jennifer J. Sun, Lili Karashchuk, Amil Dravid, Serim Ryou, Sonia Fereidooni, John C. Tuthill, Aggelos K. Katsaggelos, Bingni W. Brunton, Georgia Gkioxari, Ann Kennedy, Yisong Yue, Pietro Perona
- CVPR 2023
- Readers: Everyone
Self-Supervised Keypoint Discovery in Behavioral Videos
Jennifer J. Sun, Serim Ryou, Roni H. Goldshmid, Brandon Weissbourd, John O. Dabiri, David J. Anderson, Ann Kennedy, Yisong Yue, Pietro Perona
- 2022 (modified: 12 Nov 2022)
- CVPR 2022
- Readers: Everyone
Weakly Supervised Keypoint Discovery
Serim Ryou, Pietro Perona
- 2021 (modified: 12 Nov 2022)
- CoRR 2021
- Readers: Everyone
Multilabel Classification Models for the Prediction of Cross-Coupling Reaction Conditions
Michael R. Maser, Alexander Y. Cui, Serim Ryou, Travis J. DeLano, Yisong Yue, Sarah E. Reisman
- 2021 (modified: 12 Nov 2022)
- J. Chem. Inf. Model. 2021
- Readers: Everyone
Graph Neural Networks for the Prediction of Substrate-Specific Organic Reaction Conditions
Serim Ryou, Michael R. Maser, Alexander Y. Cui, Travis J. DeLano, Yisong Yue, Sarah E. Reisman
- 2020 (modified: 12 Nov 2022)
- CoRR 2020
- Readers: Everyone
Anchor Loss: Modulating Loss Scale Based on Prediction Difficulty
Serim Ryou, Seong-Gyun Jeong, Pietro Perona
- 2019 (modified: 12 Nov 2022)
- ICCV 2019
- Readers: Everyone
Parsing Pose of People with Interaction
Serim Ryou, Pietro Perona
- 2018 (modified: 12 Nov 2022)
- BMVC 2018
- Readers: Everyone