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Daeha Kim
Daeha Kim
Genesis Lab, Inc.
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Self-supervised knowledge distillation using singular value decomposition
SH Lee, DH Kim, BC Song
Proceedings of the European conference on computer vision (ECCV), 335-350, 2018
1962018
Multi-modal emotion recognition using semi-supervised learning and multiple neural networks in the wild
DH Kim, MK Lee, DY Choi, BC Song
Proceedings of the 19th ACM International Conference on Multimodal ¡¦, 2017
622017
Visual scene-aware hybrid neural network architecture for video-based facial expression recognition
MK Lee, DY Choi, DH Kim, BC Song
2019 14th IEEE International Conference on Automatic Face & Gesture ¡¦, 2019
412019
Contrastive adversarial learning for personindependent facial emotion recognition
DH Kim, BC Song
Proceedings of the AAAI Conference on Artificial Intelligence 35 (7), 5948-5956, 2021
402021
Real-time purchase behavior recognition system based on deep learning-based object detection and tracking for an unmanned product cabinet
DH Kim, S Lee, J Jeon, BC Song
Expert Systems with Applications 143, 113063, 2020
352020
Recognizing fine facial micro-expressions using two-dimensional landmark feature
DY Choi, DH Kim, BC Song
2018 25th IEEE International Conference on Image Processing (ICIP), 1962-1966, 2018
272018
Infrared image super-resolution using auxiliary convolutional neural network and visible image under low-light conditions
TY Han, DH Kim, SH Lee, BC Song
Journal of Visual Communication and Image Representation 51, 191-200, 2018
262018
Metric-based attention feature learning for video action recognition
DH Kim, F Anvarov, JM Lee, BC Song
IEEE access 9, 39218-39228, 2021
172021
Emotion-aware Multi-view Contrastive Learning for Facial Emotion Recognition
D Kim, BC Song
European Conference on Computer Vision, 178-195, 2022
152022
Virtual sample-based deep metric learning using discriminant analysis
DH Kim, BC Song
Pattern Recognition 110, 107643, 2021
152021
Action recognition using deep 3D CNNs with sequential feature aggregation and attention
F Anvarov, DH Kim, BC Song
Electronics 9 (1), 147, 2020
152020
Hidden emotion detection using multi-modal signals
BC Song, DH Kim
Extended abstracts of the 2021 CHI conference on human factors in computing ¡¦, 2021
142021
Optimal transport-based identity matching for identity-invariant facial expression recognition
D Kim, BC Song
Advances in Neural Information Processing Systems 35, 18749-18762, 2022
112022
Synthesized rain images for deraining algorithms
J Choi, DH Kim, S Lee, SH Lee, BC Song
Neurocomputing 492, 421-439, 2022
82022
Style-Guided and Disentangled Representation for Robust Image-to-Image Translation
J Choi, D Kim, BC Song
Proceedings of the AAAI Conference on Artificial Intelligence, 2022
42022
Macro unit-based convolutional neural network for very light-weight deep learning
DH Kim, MK Lee, SH Lee, BC Song
Image and Vision Computing 87, 68-75, 2019
42019
Deep transfer learning for emotion recognition networks
MK Lee, DH Kim, DY Choi, BC Song
2018 IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia ¡¦, 2018
42018
MUNet: macro unit-based convolutional neural network for mobile devices
D Ha Kim, S Hyun Lee, B Cheol Song
Proceedings of the IEEE Conference on Computer Vision and Pattern ¡¦, 2018
42018
Towards the adversarial robustness of facial expression recognition: Facial attention-aware adversarial training
D Kim, H Kim, Y Jung, S Kim, BC Song
Neurocomputing 584, 127588, 2024
32024
Deep metric learning with manifold class variability analysis
DH Kim, BC Song
IEEE Transactions on Multimedia 24, 3533-3544, 2021
32021
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