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Gihun Lee
Gihun Lee
Research Scientist, Hyperconnect
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Preservation of the Global Knowledge by Not-True Distillation in Federated Learning
G Lee*, M Jeong*, Y Shin, S Bae, SY Yun
NeurIPS 2022, 2022
1582022
Mixco: Mix-up contrastive learning for visual representation
S Kim*, G Lee*, S Bae*, SY Yun
NeurIPS 2020 Workshop: Self-Supervised Learning Theory and Practice, 2020
982020
The Multi-modality Cell Segmentation Challenge: Towards Universal Solutions
J Ma*, R Xie*, S Ayyadhury*, C Ge*, A Gupta*, R Gupta*, S Gu*, Y Zhang*, ...
Nature Methods 2024, 2024
712024
MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality Microscopy
G Lee*, SM Kim*, J Kim*, SY Yun
NeurIPS 2022 Multi-modality Cell Segmentation Challenge, 2022
172022
Instructive Decoding: Instruction-Tuned Large Language Models are Self-Refiner from Noisy Instructions
T Kim*, J Kim*, G Lee*, SY Yun
ICLR 2024 (Spotlight), 2024
16*2024
Self-Contrastive Learning: Single-Viewed Supervised Contrastive Framework Using Sub-network
S Bae*, S Kim*, J Ko, G Lee, S Noh, SY Yun
AAAI 2023 (Oral), 2023
112023
FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in Federated Learning
G Lee, M Jeong, S Kim, J Oh, SY Yun
CVPR 2024, 2024
5*2024
FedFN: Feature Normalization for Alleviating Data Heterogeneity Problem in Federated Learning
S Kim, G Lee, J Oh, SY Yun
NeurIPS 2023 Workshop: Federated Learning in the Age of Foundation Models, 2023
42023
FEWER: Federated Weight Recovery
Y Shin*, G Lee*, S Shin, S Yun, I Moon
DistributedML 2020, 1-6, 2020
22020
SIPA: A simple framework for efficient networks
G Lee*, S Bae*, J Oh, SY Yun
NeurIPS 2019 MicroNet Challenge, 2020
12020
CUPID: A Real-Time Session-Based Reciprocal Recommendation System for a One-on-One Social Discovery Platform
B Kim, S Kim, M Kim, J Yi, S Ha, S Lee, Y Lee, G Yeom, B Chang, G Lee
ICDM 2024 Workshop: Data Mining for User Understanding, 2024
2024
Learning to Summarize from LLM-generated Feedback
H Song, T Yun, Y Lee, G Lee, J Cai, H Su
arXiv preprint arXiv:2410.13116, 2024
2024
BAPO: Base-Anchored Preference Optimization for Overcoming Forgetting in Large Language Models Personalization
G Lee, M Jeong, Y Kim, H Jung, J Oh, S Kim, SY Yun
EMNLP 2024 (Findings), 2024
2024
System, method, and computer-readable storage medium for federated learning of local model based on learning direction of global model
G Lee, MC Jeong, SY Yun, SM Bae, JY Ahn, SY Kim, WJ Chung
US Patent App. 17/974,545, 2023
2023
Enhancing the Reasoning Ability of Large Language Models through Meta-Reflection
T Munkhbat, G Lee, SY Yun
KIISE 2023, 742-744, 2023
2023
CoEM: Contrastive embedding Mapper for Audio-Visual Latents
G Lee*, K Lee*, M Jeong*, M Lee, SY Yun, CH Youn
KIISE 2022, 2022
2022
EPE-Net : Selective Classification based Early Prediction Extension for Network Inference Acceleration
G Lee
KAIST (Master Thesis), 2020
2020
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