Sotabase

Career

· Assistant Professor, The University of British Columbia2020–
· Assistant Professor, University of Victoria2017–2020
· Post Doctoral Researcher, EPFL (École polytechnique fédérale de Lausanne)2014–2017
· Doctor of Philosophy (Ph.D.), Electrical Engineering, Seoul National University2007–2014
· Bachelor's degree, Electrical Engineering and Computer Science, Seoul National University2004–2007

Publications (102)

LIFT: Learned Invariant Feature Transform
European Conference on Computer Vision · 2016
1,309
cited
LF-Net: Learning Local Features from Images
Neural Information Processing Systems · 2018
577
cited
Learning to Find Good Correspondences
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2017
515
cited
The Visual Object Tracking VOT2014 Challenge Results
ECCV Workshops · 2014
510
cited
Image Matching Across Wide Baselines: From Paper to Practice
International Journal of Computer Vision · 2020
424
cited
Kubric: A scalable dataset generator
Computer Vision and Pattern Recognition · 2022
366
cited
TILDE: A Temporally Invariant Learned DEtector
Computer Vision and Pattern Recognition · 2014
335
cited
COTR: Correspondence Transformer for Matching Across Images
IEEE International Conference on Computer Vision · 2021
303
cited
NeuMan: Neural Human Radiance Field from a Single Video
European Conference on Computer Vision · 2022
277
cited
DeRF: Decomposed Radiance Fields
Computer Vision and Pattern Recognition · 2020
219
cited
Intelligent visual surveillance — A survey
2010
180
cited
ACNe: Attentive Context Normalization for Robust Permutation-Equivariant Learning
Computer Vision and Pattern Recognition · 2020
152
cited
Unsupervised Semantic Correspondence Using Stable Diffusion
Neural Information Processing Systems · 2023
127
cited
Learning to Assign Orientations to Feature Points
Computer Vision and Pattern Recognition · 2015
125
cited
3D Gaussian Splatting as Markov Chain Monte Carlo
Neural Information Processing Systems · 2024
120
cited
Detection of Moving Objects with Non-stationary Cameras in 5.8ms: Bringing Motion Detection to Your Mobile Device
2013 IEEE Conference on Computer Vision and Pattern Recognition Workshops · 2013
116
cited
LOLNeRF: Learn from One Look
Computer Vision and Pattern Recognition · 2021
115
cited
Detection of moving objects with a moving camera using non-panoramic background model
Machine Vision and Applications · 2013
95
cited
CoNeRF: Controllable Neural Radiance Fields
Computer Vision and Pattern Recognition · 2021
86
cited
Beyond Cartesian Representations for Local Descriptors
IEEE International Conference on Computer Vision · 2019
82
cited
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Kwang Moo Yi | Researcher Profile | Sotabase | Sotabase