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Donghyeok Shin
Donghyeok Shin
KAIST
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Loss-curvature matching for dataset selection and condensation
S Shin, H Bae, D Shin, W Joo, IC Moon
International Conference on Artificial Intelligence and Statistics, 8606-8628, 2023
262023
Unknown-aware domain adversarial learning for open-set domain adaptation
JH Jang, B Na, DH Shin, M Ji, K Song, IC Moon
Advances in Neural Information Processing Systems 35, 16755-16767, 2022
252022
Frequency domain-based dataset distillation
D Shin, S Shin, IC Moon
Advances in Neural Information Processing Systems 36, 2024
182024
Diffusion Rejection Sampling
B Na, Y Kim, M Park, D Shin, W Kang, IC Moon
arXiv preprint arXiv:2405.17880, 2024
12024
Hierarchical Multi-Label Classification with Partial Labels and Unknown Hierarchy
S Jo, DH Shin, B Na, JH Jang, IC Moon
Proceedings of the 32nd ACM International Conference on Information and …, 2023
12023
인공 신경망 기반 뉴스기사의 토픽 분석 및 문서 분류 동시 수행 모델 개발
신승재， 나병후， 신동혁， 나영연
한국정보과학회 학술발표논문집, 1876-1878, 2017
2017
Distilling Dataset into Neural Field
D Shin, HS Bae, G Sim, W Kang, I Moon
The Thirteenth International Conference on Learning Representations, 0
Towards Pareto-Optimality for Test-Time Adaptation
JH Jang, DH Shin, B Na, HS Bae, I Moon
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학술자료 1–8