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Sangwon Kim
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STAR-Transformer: a spatio-temporal cross attention transformer for human action recognition
D Ahn, S Kim, H Hong, BC Ko
WACV 2023, 3330-3339, 2023
1032023
ViT-NeT: Interpretable vision transformers with neural tree decoder
S Kim, J Nam, BC Ko
ICML 2022, 11162-11172, 2022
542022
Facial expression recognition based on squeeze vision transformer
S Kim, J Nam, BC Ko
Sensors 22 (10), 3729, 2022
222022
Online multiple object tracking using rule distillated siamese random forest
J Lee, S Kim, BC Ko
IEEE Access 8, 182828-182841, 2020
172020
Building deep random ferns without backpropagation
S Kim, BC Ko
IEEE Access 8, 8533-8542, 2020
172020
Self-supervised keypoint detection based on multi-layer random forest regressor
S Kim, M Jeong, BC Ko
IEEE Access 9, 40850-40859, 2021
152021
Energy efficient pupil tracking based on rule distillation of cascade regression forest
S Kim, M Jeong, BC Ko
Sensors 20 (18), 5141, 2020
122020
Cross-Modal Learning with 3D Deformable Attention for Action Recognition
S Kim, D Ahn, BC Ko
ICCV 2023, 10265-10275, 2023
112023
Lightweight surrogate random forest support for model simplification and feature relevance
S Kim, M Jeong, BC Ko
Applied Intelligence 52 (1), 471-481, 2022
112022
Interpretation and simplification of deep forest
S Kim, M Jeong, BC Ko
TechRxiv preprints, 2020
102020
SSL-MOT: self-supervised learning based multi-object tracking
S Kim, J Lee, BC Ko
Applied Intelligence 53 (1), 930-940, 2023
92023
Fast depth estimation in a single image using lightweight efficient neural network
S Kim, J Nam, B Ko
Sensors 19 (20), 4434, 2019
92019
Deep Coupling of Random Ferns.
S Kim, M Jeong, D Lee, BC Ko
CVPR 2019 Workshops, 5-8, 2019
62019
Is the surrogate model interpretable?
SW Kim, M Jeong, BC Ko
NeurIPS 2022 Workshops, 1-5, 2020
32020
Fast multiple object tracking using siamese random forest without online tracker updating
J Lee, S Kim, BC Ko
CVPR 2020 Workshops, 1-4, 2020
32020
STAR++: Rethinking spatio-temporal cross attention transformer for video action recognition
D Ahn, S Kim, BC Ko
Applied Intelligence 53 (23), 28446-28459, 2023
22023
Model Simplification of Deep Random Forest for Real-Time Applications of Various Sensor Data
S Kim, BC Ko, J Nam
Sensors 21 (9), 3004, 2021
22021
Depth-map estimation using combination of global deep network and local deep random forest
SJ Kim, S Kim, D Lee, BC Ko
Electronic Imaging 31, 1-5, 2019
22019
Domain-free fire detection using the spatial–temporal attention transform of the YOLO backbone
S Kim, I Jang, BC Ko
Pattern Analysis and Applications 27 (2), 45, 2024
12024
Neural Tree Decoder for Interpretation of Vision Transformers
S Kim, BC Ko
IEEE Transactions on Artificial Intelligence (TAI), 2023
12023
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Articles 1–20