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Byung-Kwan Lee
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Distilling robust and non-robust features in adversarial examples by information bottleneck
J Kim*, BK Lee*, YM Ro
Advances in Neural Information Processing Systems 34, 17148-17159, 2021
362021
Masking Adversarial Damage: Finding Adversarial Saliency for Robust and Sparse Network
BK Lee*, J Kim*, YM Ro
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
122022
Causal unsupervised semantic segmentation
J Kim*, BK Lee*, YM Ro
arXiv preprint arXiv:2310.07379, 2023
102023
Demystifying Causal Features on Adversarial Examples and Causal Inoculation for Robust Network by Adversarial Instrumental Variable Regression
J Kim*, BK Lee*, YM Ro
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
102023
Mitigating dataset bias in image captioning through clip confounder-free captioning network
Y Kim, J Kim, BK Lee, S Shin, YM Ro
2023 IEEE International Conference on Image Processing (ICIP), 1720-1724, 2023
52023
Mitigating Adversarial Vulnerability through Causal Parameter Estimation by Adversarial Double Machine Learning
BK Lee*, J Kim*, YM Ro
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
52023
Moai: Mixture of all intelligence for large language and vision models
BK Lee, B Park, CW Kim, YM Ro
arXiv preprint arXiv:2403.07508, 2024
32024
Collavo: Crayon large language and vision model
BK Lee, B Park, CW Kim, YM Ro
arXiv preprint arXiv:2402.11248, 2024
32024
Towards Adversarial Robustness of Bayesian Neural Network through Hierarchical Variational Inference
BK Lee, Y Yu, YM Ro
OpenReview, 2020
32020
JUNHO KIM
J Kim, S Kim, ST Kim, YM Ro, YJ Kim, BK Lee, S Shin
32013
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models
BK Lee, CW Kim, B Park, YM Ro
arXiv preprint arXiv:2405.15574, 2024
12024
Training encoder-attention through fully-connected CRFs for efficient end-to-end lane detection model
BK Lee
Korea Advanced Institute of Science Technology (KAIST), 2020
12020
TroL: Traversal of Layers for Large Language and Vision Models
BK Lee, S Chung, CW Kim, B Park, YM Ro
arXiv preprint arXiv:2406.12246, 2024
2024
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