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Deep learning model for real-time prediction of intradialytic hypotension
H Lee, D Yun, J Yoo, K Yoo, YC Kim, DK Kim, KH Oh, KW Joo, YS Kim, ...
Clinical Journal of the American Society of Nephrology 16 (3), 396-406, 2021
572021
Robust multi-bit natural language watermarking through invariant features
KY Yoo, W Ahn, J Jang, N Kwak
The 61st Annual Meeting of the Association for Computational Linguistics, 2023
55*2023
Detection of adversarial examples in text classification: Benchmark and baseline via robust density estimation
KY Yoo, J Kim, J Jang, N Kwak
Findings of the Association for Computational Linguistics: ACL 2022, 3656-3672, 2022
42*2022
Position-based Scaled Gradient for Model Quantization and Sparse Training
J Kim, KY Yoo, N Kwak
Advances in Neural Information Processing Systems (NeurIPS), 2020
39*2020
Advancing beyond identification: Multi-bit watermark for large language models
KY Yoo, W Ahn, N Kwak
Proceedings of the 2024 Conference of the North American Chapter of the ¡¦, 2024
16*2024
Self-distilled self-supervised representation learning
J Jang, S Kim, K Yoo, C Kong, J Kim, N Kwak
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer ¡¦, 2023
132023
Backdoor Attacks in Federated Learning by Rare Embeddings and Gradient Ensembling
KY Yoo, N Kwak
2022 Conference on Empirical Methods in Natural Language Processing, 2022
12*2022
Finding Efficient Pruned Network via Refined Gradients for Pruned Weights
J Kim, J Yoo, Y Song, KY Yoo, N Kwak
Proceedings of the 31st ACM International Conference on Multimedia, 9003-9011, 2023
6*2023
Edge bias in federated learning and its solution by buffered knowledge distillation
S Lee, K Yoo, N Kwak
arXiv preprint arXiv:2010.10338, 2020
4*2020
On the orthogonality of knowledge distillation with other techniques: From an ensemble perspective
SU Park, KY Yoo, N Kwak
arXiv preprint arXiv:2009.04120, 2020
42020
Imperceptible Protection against Style Imitation from Diffusion Models
N Ahn, W Ahn, KY Yoo, D Kim, SH Nam
arXiv preprint arXiv:2403.19254, 2024
32024
Self-evolutionary optimization for Pareto front learning
S Chang, KY Yoo, J Jang, N Kwak
arXiv preprint arXiv:2110.03461, 2021
32021
TEAM MIPAL at MEDIQA-M3G 2024: Large VQA Models for Dermatological Diagnosis
H Kim, M Kim, J Jang, K Yoo, N Kwak
Proceedings of the 6th Clinical Natural Language Processing Workshop, 334-338, 2024
12024
Model compression via position-based scaled gradient
J Kim, K Yoo, N Kwak
IEEE Access 10, 133828-133841, 2022
12022
Exploring Causal Mechanisms for Machine Text Detection Methods
K Yoo, W Ahn, Y Song, N Kwak
Proceedings of the 4th Workshop on Trustworthy Natural Language Processing ¡¦, 2024
2024
Open Domain Generalization with a Single Network by Regularization Exploiting Pre-trained Features
I Chung, KY Yoo, N Kwak
arXiv preprint arXiv:2312.05141, 2023
2023
Hardware-Friendly Post-Training Quantization: Input-and Output-Channelwise Scale and Offset
G Choi, K Lee, KY Yoo, N Kwak
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