Changho Shin
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Subtask gated networks for non-intrusive load monitoring
C Shin, S Joo, J Yim, H Lee, T Moon, W Rhee
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 1150-1157, 2019
The ENERTALK dataset, 15 Hz electricity consumption data from 22 houses in Korea
C Shin, E Lee, J Han, J Yim, W Rhee, H Lee
Scientific data 6 (1), 193, 2019
Data requirements for applying machine learning to energy disaggregation
C Shin, S Rho, H Lee, W Rhee
Energies 12 (9), 1696, 2019
Universalizing weak supervision
C Shin, W Li, H Vishwakarma, N Roberts, F Sala
International Conference on Learning Representations (ICLR) 2022, 2021
Zero-Shot Robustification of Zero-Shot Models
D Adila, C Shin, L Cai, F Sala
The Twelfth International Conference on Learning Representations, 2024
Pool-Search-Demonstrate: Improving Data-wrangling LLMs via better in-context examples
JS Huh, C Shin, E Choi
NeurIPS 2023 Second Table Representation Learning Workshop, 2023
Multimodal Data Curation via Object Detection and Filter Ensembles
TH Huang, C Shin, SJ Tay, D Adila, F Sala
arXiv preprint arXiv:2401.12225, 2024
Mitigating Source Bias for Fairer Weak Supervision
C Shin, S Cromp, D Adila, F Sala
Thirty-seventh Conference on Neural Information Processing Systems, 2023
Evaluating Language Model Context Windows: A" Working Memory" Test and Inference-time Correction
A Dsouza, C Glaze, C Shin, F Sala
arXiv preprint arXiv:2407.03651, 2024
Is Free Self-Alignment Possible?
D Adila, C Shin, Y Zhang, F Sala
arXiv preprint arXiv:2406.03642, 2024
OTTER: Improving Zero-Shot Classification via Optimal Transport
C Shin, J Zhao, S Cromp, H Vishwakarma, F Sala
arXiv preprint arXiv:2404.08461, 2024
Can we get smarter than majority vote? Efficient use of individual rater’s labels for content moderation
C Shin, AS Sebag
NeurIPS 2022 ENLSP workshop, 2022
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