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Junho Kim
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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
382021
Causal Unsupervised Semantic Segmentation
J Kim, BK Lee, YM Ro
https://arxiv.org/abs/2310.07379, 2023
132023
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
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
112023
Interpretation of lesional detection via counterfactual generation
J Kim, M Kim, YM Ro
2021 IEEE International Conference on Image Processing (ICIP), 96-100, 2021
92021
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
62023
Robust perturbation for visual explanation: Cross-checking mask optimization to avoid class distortion
J Kim, S Kim, ST Kim, YM Ro
IEEE Transactions on Image Processing 31, 301-313, 2021
62021
Mitigating Dataset Bias in Image Captioning through CLIP Confounder-free Captioning Network
YJ Kim, J Kim, BK Lee, S Shin, YM Ro
2023 IEEE International Conference on Image Processing (ICIP), 2023
52023
What if...?: Thinking Counterfactual Keywords Helps to Mitigate Hallucination in Large Multi-modal Models
J Kim, YJ Kim, YM Ro
arXiv preprint arXiv:2403.13513, 2024
3*2024
Unsupervised disentangling of viewpoint and residues variations by substituting representations for robust face recognition
M Kim, J Hong, J Kim, HJ Lee, YM Ro
2020 25th International Conference on Pattern Recognition (ICPR), 8952-8959, 2021
12021
CODE: Contrasting Self-generated Description to Combat Hallucination in Large Multi-modal Models
J Kim, H Kim, Y Kim, YM Ro
arXiv preprint arXiv:2406.01920, 2024
2024
Learning Style Correlation for Elaborate Few-Shot Classification
J Kim, M Kim, JU Kim, HJ Lee, S Lee, J Hong, YM Ro
2020 IEEE International Conference on Image Processing (ICIP), 1791-1795, 2020
2020
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