Sang Keun Choe
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Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning
A Qiao, SK Choe, SJ Subramanya, W Neiswanger, Q Ho, H Zhang, ...
USENIX Symposium on Operating Systems Design and Implementation (OSDI), 2020
Audio cover song identification using convolutional neural network
S Chang, J Lee, SK Choe, K Lee
ML4Audio Workshop @ NIPS 2017, 2017
Betty: An automatic differentiation library for multilevel optimization
SK Choe, W Neiswanger, P Xie, E Xing
International Conference on Learning Representations (ICLR), 2023
Cover song identification using song-to-song cross-similarity matrix with convolutional neural network
J Lee, S Chang, SK Choe, K Lee
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2018
On leveraging the visual modality for neural machine translation
V Raunak*, SK Choe*, Q Lu*, Y Xu*, F Metze
International Conference on Natural Language Generation (INLG), 2019
Making Scalable Meta Learning Practical
SK Choe, SV Mehta, H Ahn, W Neiswanger, P Xie, E Strubell, E Xing
Neural Information Processing Systems (NeurIPS), 2023
On Leveraging Visual Modality for Speech Recognition Error Correction
SK Choe, Q Lu, V Raunak, Y Xu, F Metze
What is Your Data Worth to GPT? LLM-Scale Data Valuation with Influence Functions
SK Choe, H Ahn, J Bae, K Zhao, M Kang, Y Chung, A Pratapa, ...
arXiv preprint arXiv:2405.13954, 2024
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